Alexander Wong

584 papers A* 7A 3B 28C 21Misc 1Journal 378Unranked 145

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	Understanding vision transformer robustness through the lens of out-of-distribution detection. CoRR Joey Kuang, Alexander Wong
2025	J	`jnl`	A Physics-Informed Diffusion Model for Super-Resolved Reconstruction of Optical Coherence Tomography Data. IEEE Trans. Biomed. Eng. Nima Abbasi, Alexander Wong, Kostadinka K. Bizheva
2025	J	`jnl`	An Explainable Hybrid AI Framework for Enhanced Tuberculosis and Symptom Detection. CoRR Neel Patel, Alexander Wong, Ashkan Ebadi
2025	J	`jnl`	Cancer-Net PCa-MultiSeg: Multimodal Enhancement of Prostate Cancer Lesion Segmentation Using Synthetic Correlated Diffusion Imaging. CoRR Jarett Dewbury, Chi-En Amy Tai, Alexander Wong
2025	J	`jnl`	Cancer-Net PCa-Seg: Benchmarking Deep Learning Models for Prostate Cancer Segmentation Using Synthetic Correlated Diffusion Imaging. CoRR Jarett Dewbury, Chi-En Amy Tai, Alexander Wong
2025	J	`jnl`	Composite Classifier-Free Guidance for Multi-Modal Conditioning in Wind Dynamics Super-Resolution. CoRR Jacob Schnell, Aditya Makkar, Gunadi Gani, Aniket Srinivasan Ashok, Darren Lo, Mike Optis, Alexander Wong, Yuhao Chen
2025	—	`conf`	Detecting Aimbot Usage in Minecraft Using a Long Short-Term Memory Model. Canadian AI James Vandersluis, Alexander Wong
2025	J	`jnl`	Diffusion Decoding for Peptide De Novo Sequencing. CoRR Chi-En Amy Tai, Alexander Wong
2025	—	`conf`	Food Degradation Analysis Using Multimodal Fuzzy Clustering. CVPR Workshops Julio J. Valdés, Stephie Liu, Shawn Yang, Yuhao Chen, Alexander Wong, Pengcheng Xi
2025	—	`conf`	FoodVideoQA: A Novel Baseline Framework for Dietary Monitoring. CVPR Workshops Krish Shah, Siddharth Viswanath, Pengcheng Xi, Alexander Wong, Yuhao Chen
2025	J	`jnl`	GraphPad: Inference-Time 3D Scene Graph Updates for Embodied Question Answering. CoRR Muhammad Qasim Ali, Saeejith Nair, Alexander Wong, Yuchen Cui, Yuhao Chen
2025	J	`jnl`	Improvements in Image Registration, Segmentation, and Artifact Removal in ThermOcular Imaging System. J. Imaging Navid Shahsavari, Ehsan Zare Bidaki, Alexander Wong, Paul Murphy
2025	J	`jnl`	LangDA: Building Context-Awareness via Language for Domain Adaptive Semantic Segmentation. CoRR Chang Liu, Bavesh Balaji, Saad Hossain, C. Thomas, Kwei-Herng Lai, Raviteja Vemulapalli, Alexander Wong, Sirisha Rambhatla
2025	J	`jnl`	NL in the Middle: Code Translation with LLMs and Intermediate Representations. CoRR Chi-En Amy Tai, Pengyu Nie, Lukasz Golab, Alexander Wong
2025	J	`jnl`	Neuron-based explanations of neural networks sacrifice completeness and interpretability. Trans. Mach. Learn. Res. Nolan Simran Dey, J. Eric Taylor, Alexander Wong, Bryan P. Tripp, Graham W. Taylor
2025	J	`jnl`	NutritionVerse3D2D: Large 3D Object and 2D Image Food Dataset for Dietary Intake Estimation. Data Chi-En Amy Tai, Matthew Keller, Saeejith Nair, Yuhao Chen, Yifan Wu, Olivia Markham, Krish Parmar, Pengcheng Xi, Alexander Wong
2025	—	`conf`	SAMJAM: Zero-Shot Video Scene Graph Generation for Egocentric Kitchen Videos. CVPR Workshops Joshua Li, Fernando Jose Pena Cantu, Emily Yu, Alexander Wong, Yuchen Cui, Yuhao Chen
2025	J	`jnl`	SAMJAM: Zero-Shot Video Scene Graph Generation for Egocentric Kitchen Videos. CoRR Joshua Li, Fernando Jose Pena Cantu, Emily Yu, Alexander Wong, Yuchen Cui, Yuhao Chen
2025	J	`jnl`	SCALEX: Scalable Concept and Latent Exploration for Diffusion Models. CoRR E. Zhixuan Zeng, Yuhao Chen, Alexander Wong
2025	J	`jnl`	Starting Positions Matter: A Study on Better Weight Initialization for Neural Network Quantization. CoRR Stone Yun, Alexander Wong
2025	J	`jnl`	The Efficacy of Semantics-Preserving Transformations in Self-Supervised Learning for Medical Ultrasound. CoRR Blake VanBerlo, Alexander Wong, Jesse Hoey, Robert Arntfield
2025	B	`conf`	VAIRO: A Vision-Based Adaptive Impedance-Control Robotic Framework. RO-MAN Jeffrey Lee, Alexander Wong, Yue Hu
2025	—	`conf`	VAISI: Vision-Based Adaptive Impedance-Control for Surgical Incisions. Humanoids Jeffrey Lee, Teresa Marotta, Stewart McLachlin, Alexander Wong, Yue Hu
2024	J	`jnl`	A 112-Gb/s Serial Link Transceiver With Three-Tap FFE and 18-Tap DFE Receiver for up to 43-dB Insertion Loss Channel in 7-nm FinFET Technology. IEEE J. Solid State Circuits Bo Zhang, Anand Vasani, Ashutosh Sinha, Alireza Nilchi, Haitao Tong, Lakshmi P. Rao, Karapet Khanoyan, Hamid Hatamkhani, Xiaochen Yang, Xin Meng, Alexander Wong, Jun Kim, Ping Jing, Yehui Sun, Ali Nazemi, Dean Liu, Anthony Brewster, Jun Cao, Afshin Momtaz
2024	J	`jnl`	A survey of the impact of self-supervised pretraining for diagnostic tasks in medical X-ray, CT, MRI, and ultrasound. BMC Medical Imaging Blake VanBerlo, Jesse Hoey, Alexander Wong
2024	J	`jnl`	Automatic Radar-Based Step Length Measurement in the Home for Older Adults Living with Frailty. Sensors Parthipan Siva, Alexander Wong, Patricia Hewston, George Ioannidis, Jonathan Adachi, Alexander Rabinovich, Andrea Lee, Alexandra Papaioannou
2024	J	`jnl`	COVID-Net L2C-ULTRA: An Explainable Linear-Convex Ultrasound Augmentation Learning Framework to Improve COVID-19 Assessment and Monitoring. Sensors E. Zhixuan Zeng, Ashkan Ebadi, Adrian Florea, Alexander Wong
2024	J	`jnl`	Cancer-Net SCa-Synth: An Open Access Synthetically Generated 2D Skin Lesion Dataset for Skin Cancer Classification. CoRR Chi-En Amy Tai, Oustan Ding, Alexander Wong
2024	J	`jnl`	Decoding Diffusion: A Scalable Framework for Unsupervised Analysis of Latent Space Biases and Representations Using Natural Language Prompts. CoRR E. Zhixuan Zeng, Yuhao Chen, Alexander Wong
2024	J	`jnl`	Domain-Guided Masked Autoencoders for Unique Player Identification. CoRR Bavesh Balaji, Jerrin Bright, Sirisha Rambhatla, Yuhao Chen, Alexander Wong, John S. Zelek, David A. Clausi
2024	C	`conf`	Empowering Tuberculosis Screening with Explainable Self-Supervised Deep Neural Networks. ICMLA Neel Patel, Alexander Wong, Ashkan Ebadi
2024	J	`jnl`	Empowering Tuberculosis Screening with Explainable Self-Supervised Deep Neural Networks. CoRR Neel Patel, Alexander Wong, Ashkan Ebadi
2024	J	`jnl`	Enhancing Clinically Significant Prostate Cancer Prediction in T2-weighted Images through Transfer Learning from Breast Cancer. CoRR Chi-En Amy Tai, Alexander Wong
2024	J	`jnl`	Enhancing Trust in Clinically Significant Prostate Cancer Prediction with Multiple Magnetic Resonance Imaging Modalities. CoRR Benjamin Ng, Chi-En Amy Tai, E. Zhixuan Zeng, Alexander Wong
2024	—	`conf`	How Much You Ate? Food Portion Estimation on Spoons. CVPR Workshops Aaryam Sharma, Chris Czarnecki, Yuhao Chen, Pengcheng Xi, Linlin Xu, Alexander Wong
2024	J	`jnl`	How Much You Ate? Food Portion Estimation on Spoons. CoRR Aaryam Sharma, Chris Czarnecki, Yuhao Chen, Pengcheng Xi, Linlin Xu, Alexander Wong
2024	J	`jnl`	Improving Breast Cancer Grade Prediction with Multiparametric MRI Created Using Optimized Synthetic Correlated Diffusion Imaging. CoRR Chi-En Amy Tai, Alexander Wong
2024	J	`jnl`	In The Wild Ellipse Parameter Estimation for Circular Dining Plates and Bowls. CoRR Akil Pathiranage, Chris Czarnecki, Yuhao Chen, Pengcheng Xi, Linlin Xu, Alexander Wong
2024	J	`jnl`	Integrating deep transformer and temporal convolutional networks for SMEs revenue and employment growth prediction. Expert Syst. Appl. Dening Lu, Shimon Schwartz, Linlin Xu, Mohammad Javad Shafiee, Norman G. Vinson, Krzysztof J. Czarnecki, Alexander Wong
2024	J	`jnl`	Intra-video Positive Pairs in Self-Supervised Learning for Ultrasound. CoRR Blake VanBerlo, Alexander Wong, Jesse Hoey, Robert Arntfield
2024	J	`jnl`	Introduction to the special issue on Innovative Applications of Artificial Intelligence (IAAI 2024). AI Mag. Alexander Wong, Yuhao Chen, Jan Seyler
2024	J	`jnl`	Knowing is Half the Battle: Enhancing Clean Data Accuracy of Adversarial Robust Deep Neural Networks via Dual-Model Bounded Divergence Gating. IEEE Access Hossein Aboutalebi, Mohammad Javad Shafiee, Chi-En Amy Tai, Alexander Wong
2024	J	`jnl`	MetaFood CVPR 2024 Challenge on Physically Informed 3D Food Reconstruction: Methods and Results. CoRR Jiangpeng He, Yuhao Chen, Gautham Vinod, Talha Ibn Mahmud, Fengqing Zhu, Edward J. Delp, Alexander Wong, Pengcheng Xi, Ahmad AlMughrabi, Umair Haroon, Ricardo Marques, Petia Radeva, Jiadong Tang, Dianyi Yang, Yu Gao, Zhaoxiang Liang, Yawei Jueluo, Chengyu Shi, Pengyu Wang
2024	J	`jnl`	MetaFood3D: Large 3D Food Object Dataset with Nutrition Values. CoRR Yuhao Chen, Jiangpeng He, Chris Czarnecki, Gautham Vinod, Talha Ibn Mahmud, Siddeshwar Raghavan, Jinge Ma, Dayou Mao, Saeejith Nair, Pengcheng Xi, Alexander Wong, Edward J. Delp, Fengqing Zhu
2024	J	`jnl`	MetaGraspNetV2: All-in-One Dataset Enabling Fast and Reliable Robotic Bin Picking via Object Relationship Reasoning and Dexterous Grasping. IEEE Trans Autom. Sci. Eng. Maximilian Gilles, Yuhao Chen, E. Zhixuan Zeng, Yifan Wu, Kai Furmans, Alexander Wong, Rania Rayyes
2024	J	`jnl`	Modeling the Role of Contour Integration in Visual Inference. Neural Comput. Salman Khan, Alexander Wong, Bryan P. Tripp
2024	J	`jnl`	NutritionVerse-Direct: Exploring Deep Neural Networks for Multitask Nutrition Prediction from Food Images. CoRR Matthew Keller, Chi-En Amy Tai, Yuhao Chen, Pengcheng Xi, Alexander Wong
2024	J	`jnl`	NutritionVerse-Real: An Open Access Manually Collected 2D Food Scene Dataset for Dietary Intake Estimation. CoRR Chi-En Amy Tai, Saeejith Nair, Olivia Markham, Matthew Keller, Yifan Wu, Yuhao Chen, Alexander Wong
2024	J	`jnl`	Optimizing Synthetic Correlated Diffusion Imaging for Breast Cancer Tumour Delineation. CoRR Chi-En Amy Tai, Alexander Wong
2024	—	`conf`	RepViT-MedSAM: Efficient Segment Anything in the Medical Images. MedSAM@CVPR Qasim Ali, Yuhao Chen, Alexander Wong
2024	J	`jnl`	Rethinking Resource Competition in Multi-Task Learning: From Shared Parameters to Shared Representation. IEEE Access Dayou Mao, Yuhao Chen, Yifan Wu, Maximilian Gilles, Alexander Wong
2024	J	`jnl`	Robust Analysis of Multi-Task Learning on a Complex Vision System. CoRR Dayou Mao, Yuhao Chen, Yifan Wu, Maximilian Gilles, Alexander Wong
2024	A	`conf`	Spot the Difference! Temporal Coarse to Fine to Finer Difference Spotting for Action Recognition in Videos. ICME Yaoxin Li, Deepak Sridhar, Hanwen Liang, Alexander Wong
2024	J	`jnl`	Step length measurement in the wild using FMCW radar. CoRR Parthipan Siva, Alexander Wong, Patricia Hewston, George Ioannidis, Jonathan Adachi, Alexander Rabinovich, Andrea Lee, Alexandra Papaioannou
2024	C	`conf`	Synthetic Local Data Augmentation. MMSP Vasyl Chomko, Yuhao Chen, David A. Clausi, Alexander Wong
2024	J	`jnl`	Understanding the Limitations of Diffusion Concept Algebra Through Food. CoRR E. Zhixuan Zeng, Yuhao Chen, Alexander Wong
2024	J	`jnl`	Using Multiparametric MRI with Optimized Synthetic Correlated Diffusion Imaging to Enhance Breast Cancer Pathologic Complete Response Prediction. CoRR Chi-En Amy Tai, Alexander Wong
2023	—	`conf`	A 112Gb/s Serial Link Transceiver With 3-tap FFE and 18-tap DFE Receiver for up to 43dB Insertion Loss Channel in 7nm FinFET Technology. ISSCC Bo Zhang, Anand Vasani, Ashutosh Sinha, Alireza Nilchi, Haitao Tong, Lakshmi P. Rao, Karapet Khanoyan, Hamid Hatamkhani, Xiaochen Yang, Xin Meng, Alexander Wong, Jun Kim, Ping Jing, Yehui Sun, Ali Nazemi, Dean Liu, Anthony Brewster, Jun Cao, Afshin Momtaz
2023	J	`jnl`	A Multi-Institutional Open-Source Benchmark Dataset for Breast Cancer Clinical Decision Support using Synthetic Correlated Diffusion Imaging Data. CoRR Chi-En Amy Tai, Hayden Gunraj, Alexander Wong
2023	J	`jnl`	A Novel System for Ocular Surface Temperature Measurement and Tracking. IEEE Access Ehsan Zare Bidaki, Alexander Wong, Paul Murphy
2023	J	`jnl`	A Survey of the Impact of Self-Supervised Pretraining for Diagnostic Tasks with Radiological Images. CoRR Blake VanBerlo, Jesse Hoey, Alexander Wong
2023	J	`jnl`	AI-Powered Noncontact In-Home Gait Monitoring and Activity Recognition System Based on mm-Wave FMCW Radar and Cloud Computing. IEEE Internet Things J. Hajar Abedi, Ahmad Ansariyan, Plinio P. Morita, Alexander Wong, Jennifer Boger, George Shaker
2023	J	`jnl`	COVID-Net USPro: An Explainable Few-Shot Deep Prototypical Network for COVID-19 Screening Using Point-of-Care Ultrasound. Sensors Jessy Song, Ashkan Ebadi, Adrian Florea, Pengcheng Xi, Stéphane Tremblay, Alexander Wong
2023	J	`jnl`	COVID-Net USPro: An Open-Source Explainable Few-Shot Deep Prototypical Network to Monitor and Detect COVID-19 Infection from Point-of-Care Ultrasound Images. CoRR Jessy Song, Ashkan Ebadi, Adrian Florea, Pengcheng Xi, Stéphane Tremblay, Alexander Wong
2023	J	`jnl`	COVIDx CXR-4: An Expanded Multi-Institutional Open-Source Benchmark Dataset for Chest X-ray Image-Based Computer-Aided COVID-19 Diagnostics. CoRR Yifan Wu, Hayden Gunraj, Chi-En Amy Tai, Alexander Wong
2023	J	`jnl`	Cancer-Net BCa-S: Breast Cancer Grade Prediction using Volumetric Deep Radiomic Features from Synthetic Correlated Diffusion Imaging. CoRR Chi-En Amy Tai, Hayden Gunraj, Alexander Wong
2023	J	`jnl`	Cancer-Net PCa-Data: An Open-Source Benchmark Dataset for Prostate Cancer Clinical Decision Support using Synthetic Correlated Diffusion Imaging Data. CoRR Hayden Gunraj, Chi-En Amy Tai, Alexander Wong
2023	J	`jnl`	Cancer-Net PCa-Gen: Synthesis of Realistic Prostate Diffusion Weighted Imaging Data via Anatomic-Conditional Controlled Latent Diffusion. CoRR Aditya Sridhar, Chi-En Amy Tai, Hayden Gunraj, Yuhao Chen, Alexander Wong
2023	J	`jnl`	DARLEI: Deep Accelerated Reinforcement Learning with Evolutionary Intelligence. CoRR Saeejith Nair, Mohammad Javad Shafiee, Alexander Wong
2023	J	`jnl`	DVQI: A Multi-task, Hardware-integrated Artificial Intelligence System for Automated Visual Inspection in Electronics Manufacturing. CoRR Audrey G. Chung, Francis Li, Jeremy Ward, Andrew Hryniowski, Alexander Wong
2023	J	`jnl`	DeepfakeArt Challenge: A Benchmark Dataset for Generative AI Art Forgery and Data Poisoning Detection. CoRR Hossein Aboutalebi, Dayou Mao, Carol Xu, Alexander Wong
2023	J	`jnl`	Double-Condensing Attention Condenser: Leveraging Attention in Deep Learning to Detect Skin Cancer from Skin Lesion Images. CoRR Chi-En Amy Tai, Elizabeth Janes, Chris Czarnecki, Alexander Wong
2023	—	`conf`	Enhancing Clinical Support for Breast Cancer with Deep Learning Models Using Synthetic Correlated Diffusion Imaging. AMAI@MICCAI Chi-En Amy Tai, Hayden Gunraj, Nedim Hodzic, Nic Flanagan, Ali Sabri, Alexander Wong
2023	J	`jnl`	Explaining Explainability: Towards Deeper Actionable Insights into Deep Learning through Second-order Explainability. CoRR E. Zhixuan Zeng, Hayden Gunraj, Sheldon Fernandez, Alexander Wong
2023	—	`conf`	Exploring the Utility of Self-Supervised Pretraining Strategies for the Detection of Absent Lung Sliding in M-Mode Lung Ultrasound. CVPR Workshops Blake VanBerlo, Brian Li, Alexander Wong, Jesse Hoey, Robert Arntfield
2023	J	`jnl`	Exploring the Utility of Self-Supervised Pretraining Strategies for the Detection of Absent Lung Sliding in M-Mode Lung Ultrasound. CoRR Blake VanBerlo, Brian Li, Alexander Wong, Jesse Hoey, Robert Arntfield
2023	—	`conf`	Fast GraspNeXt: A Fast Self-Attention Neural Network Architecture for Multi-task Learning in Computer Vision Tasks for Robotic Grasping on the Edge. CVPR Workshops Alexander Wong, Yifan Wu, Saad Abbasi, Saeejith Nair, Yuhao Chen, Mohammad Javad Shafiee
2023	J	`jnl`	Fast GraspNeXt: A Fast Self-Attention Neural Network Architecture for Multi-task Learning in Computer Vision Tasks for Robotic Grasping on the Edge. CoRR Alexander Wong, Yifan Wu, Saad Abbasi, Saeejith Nair, Yuhao Chen, Mohammad Javad Shafiee
2023	J	`jnl`	FoodFusion: A Latent Diffusion Model for Realistic Food Image Generation. CoRR Olivia Markham, Yuhao Chen, Chi-En Amy Tai, Alexander Wong
2023	J	`jnl`	GHN-QAT: Training Graph Hypernetworks to Predict Quantization-Robust Parameters of Unseen Limited Precision Neural Networks. CoRR Stone Yun, Alexander Wong
2023	J	`jnl`	GoalieNet: A Multi-Stage Network for Joint Goalie, Equipment, and Net Pose Estimation in Ice Hockey. CoRR Marjan Shahi, David A. Clausi, Alexander Wong
2023	J	`jnl`	Hallway Gait Monitoring System Using an In-Package Integrated Dielectric Lens Paired with a mm-Wave Radar. Sensors Hajar Abedi, Jennifer Boger, Plinio Pelegrini Morita, Alexander Wong, George Shaker
2023	A*	`conf`	High-Throughput, High-Performance Deep Learning-Driven Light Guide Plate Surface Visual Quality Inspection Tailored for Real-World Manufacturing Environments. AAAI Carol Xu, Mahmoud Famouri, Gautam Bathla, Mohammad Javad Shafiee, Alexander Wong
2023	J	`jnl`	Introduction to the special issue on Innovative Applications of Artificial Intelligence (IAAI 2023). AI Mag. Karen Zita Haigh, Alexander Wong, Yuhao Chen
2023	—	`conf`	MMRNet: Improving Reliability for Multimodal Object Detection and Segmentation for Bin Picking via Multimodal Redundancy. CVPR Workshops Yuhao Chen, Hayden Gunraj, E. Zhixuan Zeng, Robbie Meyer, Maximilian Gilles, Alexander Wong
2023	J	`jnl`	Membership Inference Attacks Against Temporally Correlated Data in Deep Reinforcement Learning. IEEE Access Maziar Gomrokchi, Susan Amin, Hossein Aboutalebi, Alexander Wong, Doina Precup
2023	J	`jnl`	NAS-NeRF: Generative Neural Architecture Search for Neural Radiance Fields. CoRR Saeejith Nair, Yuhao Chen, Mohammad Javad Shafiee, Alexander Wong
2023	J	`jnl`	NutritionVerse-3D: A 3D Food Model Dataset for Nutritional Intake Estimation. CoRR Chi-En Amy Tai, Matthew Keller, Mattie Kerrigan, Yuhao Chen, Saeejith Nair, Pengcheng Xi, Alexander Wong
2023	J	`jnl`	NutritionVerse-Synth: An Open Access Synthetically Generated 2D Food Scene Dataset for Dietary Intake Estimation. CoRR Saeejith Nair, Chi-En Amy Tai, Yuhao Chen, Alexander Wong
2023	J	`jnl`	NutritionVerse-Thin: An Optimized Strategy for Enabling Improved Rendering of 3D Thin Food Models. CoRR Chi-En Amy Tai, Jason Li, Sriram Kumar, Saeejith Nair, Yuhao Chen, Pengcheng Xi, Alexander Wong
2023	—	`conf`	NutritionVerse: Empirical Study of Various Dietary Intake Estimation Approaches. MADiMa@MM Chi-En Amy Tai, Matthew Keller, Saeejith Nair, Yuhao Chen, Yifan Wu, Olivia Markham, Krish Parmar, Pengcheng Xi, Heather H. Keller, Sharon Kirkpatrick, Alexander Wong
2023	J	`jnl`	NutritionVerse: Empirical Study of Various Dietary Intake Estimation Approaches. CoRR Chi-En Amy Tai, Matthew Keller, Saeejith Nair, Yuhao Chen, Yifan Wu, Olivia Markham, Krish Parmar, Pengcheng Xi, Heather H. Keller, Sharon Kirkpatrick, Alexander Wong
2023	J	`jnl`	On Calibration of Modern Quantized Efficient Neural Networks. CoRR Joey Kuang, Alexander Wong
2023	J	`jnl`	PCBDet: An Efficient Deep Neural Network Object Detection Architecture for Automatic PCB Component Detection on the Edge. CoRR Brian Li, Steven Palayew, Francis Li, Saad Abbasi, Saeejith Nair, Alexander Wong
2023	J	`jnl`	Recurrence With Correlation Network for Medical Image Registration. CoRR Vignesh Sivan, Teodora Vujovic, Raj Ranabhat, Alexander Wong, Stewart McLachlin, Michael R. Hardisty
2023	J	`jnl`	Self-Supervised Pretraining Improves Performance and Inference Efficiency in Multiple Lung Ultrasound Interpretation Tasks. IEEE Access Blake VanBerlo, Brian Li, Jesse Hoey, Alexander Wong
2023	J	`jnl`	Self-Supervised Pretraining Improves Performance and Inference Efficiency in Multiple Lung Ultrasound Interpretation Tasks. CoRR Blake VanBerlo, Brian Li, Jesse Hoey, Alexander Wong
2023	J	`jnl`	ShapeShift: Superquadric-based Object Pose Estimation for Robotic Grasping. CoRR E. Zhixuan Zeng, Yuhao Chen, Alexander Wong
2023	A*	`conf`	SolderNet: Towards Trustworthy Visual Inspection of Solder Joints in Electronics Manufacturing Using Explainable Artificial Intelligence. AAAI Hayden Gunraj, Paul Guerrier, Sheldon Fernandez, Alexander Wong
2023	J	`jnl`	SolderNet: Towards trustworthy visual inspection of solder joints in electronics manufacturing using explainable artificial intelligence. AI Mag. Hayden Gunraj, Paul Guerrier, Sheldon Fernandez, Alexander Wong
2023	—	`conf`	Systematic Architectural Design of Scale Transformed Attention Condenser DNNs via Multi-Scale Class Representational Response Similarity Analysis. CVPR Workshops Andrew Hryniowski, Alexander Wong
2023	J	`jnl`	Systematic Architectural Design of Scale Transformed Attention Condenser DNNs via Multi-Scale Class Representational Response Similarity Analysis. CoRR Andrew Hryniowski, Alexander Wong
2023	J	`jnl`	Towards Building a Trustworthy Deep Learning Framework for Medical Image Analysis. Sensors Kai Ma, Siyuan He, Grant Sinha, Ashkan Ebadi, Adrian Florea, Stéphane Tremblay, Alexander Wong, Pengcheng Xi
2023	J	`jnl`	Transferring Knowledge for Food Image Segmentation using Transformers and Convolutions. CoRR Grant Sinha, Krish Parmar, Hilda Azimi, Chi-En Amy Tai, Yuhao Chen, Alexander Wong, Pengcheng Xi
2023	J	`jnl`	TurboViT: Generating Fast Vision Transformers via Generative Architecture Search. CoRR Alexander Wong, Saad Abbasi, Saeejith Nair
2023	J	`jnl`	Unsupervised Bayesian Subpixel Mapping Autoencoder Network for Hyperspectral Images. IEEE Trans. Geosci. Remote. Sens. Yuan Fang, Yuxian Wang, Linlin Xu, Yujia Chen, Alexander Wong, David A. Clausi
2023	—	`conf`	VICE: View-Invariant Chess Estimation. icSPORTS Kevin Zhu, Alexander Wong, John McPhee
2022	J	`jnl`	A Bayesian Deep Image Prior Downscaling Approach for High-Resolution Soil Moisture Estimation. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. Yuan Fang, Linlin Xu, Yuhao Chen, Wei Zhou, Alexander Wong, David A. Clausi
2022	J	`jnl`	A Fair Loss Function for Network Pruning. CoRR Robbie Meyer, Alexander Wong
2022	J	`jnl`	A Trustworthy Framework for Medical Image Analysis with Deep Learning. CoRR Kai Ma, Siyuan He, Pengcheng Xi, Ashkan Ebadi, Stéphane Tremblay, Alexander Wong
2022	J	`jnl`	BCUN: Bayesian Fully Convolutional Neural Network for Hyperspectral Spectral Unmixing. IEEE Trans. Geosci. Remote. Sens. Yuan Fang, Yuxian Wang, Linlin Xu, Rongming Zhuo, Alexander Wong, David A. Clausi
2022	J	`jnl`	Bag of Tricks for Natural Policy Gradient Reinforcement Learning. CoRR Brennan Gebotys, Alexander Wong, David A. Clausi
2022	J	`jnl`	COVID-Net Assistant: A Deep Learning-Driven Virtual Assistant for COVID-19 Symptom Prediction and Recommendation. CoRR Pengyuan Shi, Yuetong Wang, Saad Abbasi, Alexander Wong
2022	J	`jnl`	COVID-Net Biochem: An Explainability-driven Framework to Building Machine Learning Models for Predicting Survival and Kidney Injury of COVID-19 Patients from Clinical and Biochemistry Data. CoRR Hossein Aboutalebi, Maya Pavlova, Mohammad Javad Shafiee, Adrian Florea, Andrew Hryniowski, Alexander Wong
2022	J	`jnl`	COVID-Net US-X: Enhanced Deep Neural Network for Detection of COVID-19 Patient Cases from Convex Ultrasound Imaging Through Extended Linear-Convex Ultrasound Augmentation Learning. CoRR E. Zhixuan Zeng, Adrian Florea, Alexander Wong
2022	J	`jnl`	COVID-Net UV: An End-to-End Spatio-Temporal Deep Neural Network Architecture for Automated Diagnosis of COVID-19 Infection from Ultrasound Videos. CoRR Hilda Azimi, Ashkan Ebadi, Jessy Song, Pengcheng Xi, Alexander Wong
2022	J	`jnl`	COVIDx CT-3: A Large-scale, Multinational, Open-Source Benchmark Dataset for Computer-aided COVID-19 Screening from Chest CT Images. CoRR Tia Tuinstra, Hayden Gunraj, Alexander Wong
2022	J	`jnl`	COVIDx CXR-3: A Large-Scale, Open-Source Benchmark Dataset of Chest X-ray Images for Computer-Aided COVID-19 Diagnostics. CoRR Maya Pavlova, Tia Tuinstra, Hossein Aboutalebi, Andy Zhao, Hayden Gunraj, Alexander Wong
2022	J	`jnl`	Cancer-Net BCa: Breast Cancer Pathologic Complete Response Prediction using Volumetric Deep Radiomic Features from Synthetic Correlated Diffusion Imaging. CoRR Chi-En Amy Tai, Nedim Hodzic, Nic Flanagan, Hayden Gunraj, Alexander Wong
2022	J	`jnl`	Cancer-Net SCa: tailored deep neural network designs for detection of skin cancer from dermoscopy images. BMC Medical Imaging James Ren Hou Lee, Maya Pavlova, Mahmoud Famouri, Alexander Wong
2022	—	`conf`	CellDefectNet: A Machine-designed Attention Condenser Network for Electroluminescence-based Photovoltaic Cell Defect Inspection. CRV Carol Xu, Mahmoud Famouri, Gautam Bathla, Saeejith Nair, Mohammad Javad Shafiee, Alexander Wong
2022	J	`jnl`	CellDefectNet: A Machine-designed Attention Condenser Network for Electroluminescence-based Photovoltaic Cell Defect Inspection. CoRR Carol Xu, Mahmoud Famouri, Gautam Bathla, Saeejith Nair, Mohammad Javad Shafiee, Alexander Wong
2022	J	`jnl`	Faster Attention Is What You Need: A Fast Self-Attention Neural Network Backbone Architecture for the Edge via Double-Condensing Attention Condensers. CoRR Alexander Wong, Mohammad Javad Shafiee, Saad Abbasi, Saeejith Nair, Mahmoud Famouri
2022	—	`conf`	FenceNet: Fine-grained Footwork Recognition in Fencing. CVPR Workshops Kevin Zhu, Alexander Wong, John McPhee
2022	J	`jnl`	FenceNet: Fine-grained Footwork Recognition in Fencing. CoRR Kevin Zhu, Alexander Wong, John McPhee
2022	J	`jnl`	GHN-Q: Parameter Prediction for Unseen Quantized Convolutional Architectures via Graph Hypernetworks. CoRR Stone Yun, Alexander Wong
2022	J	`jnl`	High-Throughput, High-Performance Deep Learning-Driven Light Guide Plate Surface Visual Quality Inspection Tailored for Real-World Manufacturing Environments. CoRR Carol Xu, Mahmoud Famouri, Gautam Bathla, Mohammad Javad Shafiee, Alexander Wong
2022	—	`conf`	ICDBigBird: A Contextual Embedding Model for ICD Code Classification. BioNLP@ACL George Michalopoulos, Michal Malyska, Nicola Sahar, Alexander Wong, Helen H. Chen
2022	J	`jnl`	ICDBigBird: A Contextual Embedding Model for ICD Code Classification. CoRR George Michalopoulos, Michal Malyska, Nicola Sahar, Alexander Wong, Helen H. Chen
2022	J	`jnl`	Improving Classification Model Performance on Chest X-Rays through Lung Segmentation. CoRR Hilda Azimi, Jianxing Zhang, Pengcheng Xi, Hala As'ad, Ashkan Ebadi, Stéphane Tremblay, Alexander Wong
2022	—	`conf`	LexSubCon: Integrating Knowledge from Lexical Resources into Contextual Embeddings for Lexical Substitution. ACL (1) George Michalopoulos, Ian McKillop, Alexander Wong, Helen H. Chen
2022	J	`jnl`	LightDefectNet: A Highly Compact Deep Anti-Aliased Attention Condenser Neural Network Architecture for Light Guide Plate Surface Defect Detection. CoRR Carol Xu, Mahmoud Famouri, Gautam Bathla, Mohammad Javad Shafiee, Alexander Wong
2022	—	`conf`	M2A: Motion Aware Attention for Accurate Video Action Recognition. CRV Brennan Gebotys, Alexander Wong, David A. Clausi
2022	—	`conf`	MAPLE-Edge: A Runtime Latency Predictor for Edge Devices. CVPR Workshops Saeejith Nair, Saad Abbasi, Alexander Wong, Mohammad Javad Shafiee
2022	J	`jnl`	MAPLE-Edge: A Runtime Latency Predictor for Edge Devices. CoRR Saeejith Nair, Saad Abbasi, Alexander Wong, Mohammad Javad Shafiee
2022	J	`jnl`	MAPLE-X: Latency Prediction with Explicit Microprocessor Prior Knowledge. CoRR Saad Abbasi, Alexander Wong, Mohammad Javad Shafiee
2022	—	`conf`	MAPLE: Microprocessor A Priori for Latency Estimation. CVPR Workshops Saad Abbasi, Alexander Wong, Mohammad Javad Shafiee
2022	J	`jnl`	MMRNet: Improving Reliability for Multimodal Computer Vision for Bin Picking via Multimodal Redundancy. CoRR Yuhao Chen, Hayden Gunraj, E. Zhixuan Zeng, Maximilian Gilles, Alexander Wong
2022	—	`conf`	MetaGraspNet: A Large-Scale Benchmark Dataset for Scene-Aware Ambidextrous Bin Picking via Physics-based Metaverse Synthesis. CASE Maximilian Gilles, Yuhao Chen, Tim Robin Winter, E. Zhixuan Zeng, Alexander Wong
2022	J	`jnl`	MetaGraspNet: A Large-Scale Benchmark Dataset for Scene-Aware Ambidextrous Bin Picking via Physics-based Metaverse Synthesis. CoRR Maximilian Gilles, Yuhao Chen, Tim Robin Winter, E. Zhixuan Zeng, Alexander Wong
2022	J	`jnl`	Multi-Temporal Landsat-8 Images for Retrieval and Broad Scale Mapping of Soil Copper Concentration Using Empirical Models. Remote. Sens. Yuan Fang, Linlin Xu, Alexander Wong, David A. Clausi
2022	—	`conf`	Non-Visual and Contactless Wellness Monitoring for Long Term Care Facilities Using mm-Wave Radar Sensors. IEEE SENSORS Hajar Abedi, Ahmad Ansariyan, Christopher Lehman, Plinio P. Morita, Jennifer Boger, Alexander Wong, George Shaker
2022	J	`jnl`	Plankton-FL: Exploration of Federated Learning for Privacy-Preserving Training of Deep Neural Networks for Phytoplankton Classification. CoRR Daniel Zhang, Vikram Voleti, Alexander Wong, Jason Deglint
2022	—	`conf`	Rethinking Keypoint Representations: Modeling Keypoints and Poses as Objects for Multi-person Human Pose Estimation. ECCV (6) William J. McNally, Kanav Vats, Alexander Wong, John McPhee
2022	J	`jnl`	SolderNet: Towards Trustworthy Visual Inspection of Solder Joints in Electronics Manufacturing Using Explainable Artificial Intelligence. CoRR Hayden Gunraj, Paul Guerrier, Sheldon Fernandez, Alexander Wong
2022	J	`jnl`	TAL: Topography-Aware Multi-Resolution Fusion Learning for Enhanced Building Footprint Extraction. IEEE Geosci. Remote. Sens. Lett. Yifan Wu, Linlin Xu, Yuhao Chen, Alexander Wong, David A. Clausi
2022	J	`jnl`	TB-Net: A Tailored, Self-Attention Deep Convolutional Neural Network Design for Detection of Tuberculosis Cases From Chest X-Ray Images. Frontiers Artif. Intell. Alexander Wong, James Ren Hou Lee, Hadi Rahmat-Khah, Ali Sabri, Amer Alaref, Haiyue Liu
2022	J	`jnl`	Towards Generating Large Synthetic Phytoplankton Datasets for Efficient Monitoring of Harmful Algal Blooms. CoRR Nitpreet Bamra, Vikram Voleti, Alexander Wong, Jason Deglint
2022	J	`jnl`	Towards Trustworthy Healthcare AI: Attention-Based Feature Learning for COVID-19 Screening With Chest Radiography. CoRR Kai Ma, Pengcheng Xi, Karim Habashy, Ashkan Ebadi, Stéphane Tremblay, Alexander Wong
2022	J	`jnl`	Variable Centrality: A scenario based centrality calculation method. J. Comput. Sci. Mohammad Amin Soltani-Sarvestani, Zohreh Azimifar, Alexander Wong
2022	J	`jnl`	VidAF: A Motion-Robust Model for Atrial Fibrillation Screening From Facial Videos. IEEE J. Biomed. Health Informatics Xuenan Liu, Xuezhi Yang, Dingliang Wang, Alexander Wong, Likun Ma, Longwei Li
2021	J	`jnl`	AttendSeg: A Tiny Attention Condenser Neural Network for Semantic Segmentation on the Edge. CoRR Xiaoyu Wen, Mahmoud Famouri, Andrew Hryniowski, Alexander Wong
2021	J	`jnl`	COVID-19 Detection from Chest X-ray Images using Imprinted Weights Approach. CoRR Jianxing Zhang, Pengcheng Xi, Ashkan Ebadi, Hilda Azimi, Stéphane Tremblay, Alexander Wong
2021	J	`jnl`	COVID-Net CT-2: Enhanced Deep Neural Networks for Detection of COVID-19 from Chest CT Images Through Bigger, More Diverse Learning. CoRR Hayden Gunraj, Ali Sabri, David Koff, Alexander Wong
2021	J	`jnl`	COVID-Net CT-S: 3D Convolutional Neural Network Architectures for COVID-19 Severity Assessment using Chest CT Images. CoRR Hossein Aboutalebi, Saad Abbasi, Mohammad Javad Shafiee, Alexander Wong
2021	J	`jnl`	COVID-Net CXR-2: An Enhanced Deep Convolutional Neural Network Design for Detection of COVID-19 Cases from Chest X-ray Images. CoRR Maya Pavlova, Naomi Terhljan, Audrey G. Chung, Andy Zhao, Siddharth Surana, Hossein Aboutalebi, Hayden Gunraj, Ali Sabri, Amer Alaref, Alexander Wong
2021	J	`jnl`	COVID-Net CXR-S: Deep Convolutional Neural Network for Severity Assessment of COVID-19 Cases from Chest X-ray Images. CoRR Hossein Aboutalebi, Maya Pavlova, Mohammad Javad Shafiee, Ali Sabri, Amer Alaref, Alexander Wong
2021	J	`jnl`	COVID-Net Clinical ICU: Enhanced Prediction of ICU Admission for COVID-19 Patients via Explainability and Trust Quantification. CoRR Audrey G. Chung, Mahmoud Famouri, Andrew Hryniowski, Alexander Wong
2021	—	`conf`	COVID-Net MLSys: Designing COVID-Net for the Clinical Workflow. CCECE Audrey G. Chung, Maya Pavlova, Hayden Gunraj, Naomi Terhljan, Alexander MacLean, Hossein Aboutalebi, Siddharth Surana, Andy Zhao, Saad Abbasi, Alexander Wong
2021	J	`jnl`	COVID-Net MLSys: Designing COVID-Net for the Clinical Workflow. CoRR Audrey G. Chung, Maya Pavlova, Hayden Gunraj, Naomi Terhljan, Alexander MacLean, Hossein Aboutalebi, Siddharth Surana, Andy Zhao, Saad Abbasi, Alexander Wong
2021	J	`jnl`	COVID-Net US: A Tailored, Highly Efficient, Self-Attention Deep Convolutional Neural Network Design for Detection of COVID-19 Patient Cases from Point-of-care Ultrasound Imaging. CoRR Alexander MacLean, Saad Abbasi, Ashkan Ebadi, Andy Zhao, Maya Pavlova, Hayden Gunraj, Pengcheng Xi, Sonny Kohli, Alexander Wong
2021	—	`conf`	COVID-Net US: A Tailored, Highly Efficient, Self-attention Deep Convolutional Neural Network Design for Detection of COVID-19 Patient Cases from Point-of-Care Ultrasound Imaging. DART/FAIR@MICCAI Alexander MacLean, Saad Abbasi, Ashkan Ebadi, Andy Zhao, Maya Pavlova, Hayden Gunraj, Pengcheng Xi, Sonny Kohli, Alexander Wong
2021	J	`jnl`	COVIDx-US - An open-access benchmark dataset of ultrasound imaging data for AI-driven COVID-19 analytics. CoRR Ashkan Ebadi, Pengcheng Xi, Alexander MacLean, Stéphane Tremblay, Sonny Kohli, Alexander Wong
2021	—	`conf`	Computer Vision and Deep Learning for Environment-Adaptive Control of Robotic Lower-Limb Exoskeletons. EMBC Brokoslaw Laschowski, William J. McNally, Alexander Wong, John McPhee
2021	J	`jnl`	Deep Neural Network Perception Models and Robust Autonomous Driving Systems: Practical Solutions for Mitigation and Improvement. IEEE Signal Process. Mag. Mohammad Javad Shafiee, Ahmadreza Jeddi, Amir Nazemi, Paul W. Fieguth, Alexander Wong
2021	—	`conf`	DeepDarts: Modeling Keypoints as Objects for Automatic Scorekeeping in Darts Using a Single Camera. CVPR Workshops William J. McNally, Pascale Walters, Kanav Vats, Alexander Wong, John McPhee
2021	J	`jnl`	DeepDarts: Modeling Keypoints as Objects for Automatic Scorekeeping in Darts using a Single Camera. CoRR William J. McNally, Pascale Walters, Kanav Vats, Alexander Wong, John McPhee
2021	J	`jnl`	Detecting Pulse Rates From Facial Videos Recorded in Unstable Lighting Conditions: An Adaptive Spatiotemporal Homomorphic Filtering Algorithm. IEEE Trans. Instrum. Meas. Xuenan Liu, Xuezhi Yang, Dingliang Wang, Alexander Wong
2021	—	`conf`	Do All MobileNets Quantize Poorly? Gaining Insights Into the Effect of Quantization on Depthwise Separable Convolutional Networks Through the Eyes of Multi-Scale Distributional Dynamics. CVPR Workshops Stone Yun, Alexander Wong
2021	J	`jnl`	Do All MobileNets Quantize Poorly? Gaining Insights into the Effect of Quantization on Depthwise Separable Convolutional Networks Through the Eyes of Multi-scale Distributional Dynamics. CoRR Stone Yun, Alexander Wong
2021	J	`jnl`	Does Form Follow Function? An Empirical Exploration of the Impact of Deep Neural Network Architecture Design on Hardware-Specific Acceleration. CoRR Saad Abbasi, Mohammad Javad Shafiee, Ellick Chan, Alexander Wong
2021	J	`jnl`	Enhancing Food Intake Tracking in Long-Term Care with Automated Food Imaging and Nutrient Intake Tracking (AFINI-T) Technology. CoRR Kaylen J. Pfisterer, Robert Amelard, Jennifer Boger, Audrey G. Chung, Heather H. Keller, Alexander Wong
2021	J	`jnl`	Environment Classification for Robotic Leg Prostheses and Exoskeletons Using Deep Convolutional Neural Networks. Frontiers Neurorobotics Brokoslaw Laschowski, William J. McNally, Alexander Wong, John McPhee
2021	J	`jnl`	EvoPose2D: Pushing the Boundaries of 2D Human Pose Estimation Using Accelerated Neuroevolution With Weight Transfer. IEEE Access William J. McNally, Kanav Vats, Alexander Wong, John McPhee
2021	J	`jnl`	Fibrosis-Net: A Tailored Deep Convolutional Neural Network Design for Prediction of Pulmonary Fibrosis Progression From Chest CT Images. Frontiers Artif. Intell. Alexander Wong, Jack Lu, Adam Dorfman, Paul McInnis, Mahmoud Famouri, Daniel Manary, James Ren Hou Lee, Michael Lynch
2021	J	`jnl`	Fibrosis-Net: A Tailored Deep Convolutional Neural Network Design for Prediction of Pulmonary Fibrosis Progression from Chest CT Images. CoRR Alexander Wong, Jack Lu, Adam Dorfman, Paul McInnis, Mahmoud Famouri, Daniel Manary, James Ren Hou Lee, Michael Lynch
2021	J	`jnl`	Insights into Data through Model Behaviour: An Explainability-driven Strategy for Data Auditing for Responsible Computer Vision Applications. CoRR Alexander Wong, Adam Dorfman, Paul McInnis, Hayden Gunraj
2021	J	`jnl`	LexSubCon: Integrating Knowledge from Lexical Resources into Contextual Embeddings for Lexical Substitution. CoRR George Michalopoulos, Ian McKillop, Alexander Wong, Helen H. Chen
2021	J	`jnl`	Localization of Ice-Rink for Broadcast Hockey Videos. CoRR Mehrnaz Fani, Pascale Berunelle Walters, David A. Clausi, John S. Zelek, Alexander Wong
2021	J	`jnl`	M2A: Motion Aware Attention for Accurate Video Action Recognition. CoRR Brennan Gebotys, Alexander Wong, David A. Clausi
2021	—	`conf`	MANet: a Motion-Driven Attention Network for Detecting the Pulse from a Facial Video with Drastic Motions. ICCVW Xuenan Liu, Xuezhi Yang, Ziyan Meng, Ye Wang, Jie Zhang, Alexander Wong
2021	J	`jnl`	MAPLE: Microprocessor A Priori for Latency Estimation. CoRR Saad Abbasi, Alexander Wong, Mohammad Javad Shafiee
2021	J	`jnl`	MEDUSA: Multi-scale Encoder-Decoder Self-Attention Deep Neural Network Architecture for Medical Image Analysis. CoRR Hossein Aboutalebi, Maya Pavlova, Hayden Gunraj, Mohammad Javad Shafiee, Ali Sabri, Amer Alaref, Alexander Wong
2021	J	`jnl`	MetaGraspNet: A Large-Scale Benchmark Dataset for Vision-driven Robotic Grasping via Physics-based Metaverse Synthesis. CoRR Yuhao Chen, E. Zhixuan Zeng, Maximilian Gilles, Alexander Wong
2021	J	`jnl`	OutlierNets: Highly Compact Deep Autoencoder Network Architectures for On-Device Acoustic Anomaly Detection. CoRR Saad Abbasi, Mahmoud Famouri, Mohammad Javad Shafiee, Alexander Wong
2021	J	`jnl`	OutlierNets: Highly Compact Deep Autoencoder Network Architectures for On-Device Acoustic Anomaly Detection. Sensors Saad Abbasi, Mahmoud Famouri, Mohammad Javad Shafiee, Alexander Wong
2021	—	`conf`	POOF: Efficient Goalie Pose Annotation using Optical Flow. icSPORTS Brennan Gebotys, Alexander Wong, David A. Clausi
2021	J	`jnl`	Performance or Trust? Why Not Both. Deep AUC Maximization with Self-Supervised Learning for COVID-19 Chest X-ray Classifications. CoRR Siyuan He, Pengcheng Xi, Ashkan Ebadi, Stéphane Tremblay, Alexander Wong
2021	J	`jnl`	Residual Error: a New Performance Measure for Adversarial Robustness. CoRR Hossein Aboutalebi, Mohammad Javad Shafiee, Michelle Karg, Christian Scharfenberger, Alexander Wong
2021	J	`jnl`	Rethinking Keypoint Representations: Modeling Keypoints and Poses as Objects for Multi-Person Human Pose Estimation. CoRR William J. McNally, Kanav Vats, Alexander Wong, John McPhee
2021	J	`jnl`	SALT: Sea lice Adaptive Lattice Tracking - An Unsupervised Approach to Generate an Improved Ocean Model. CoRR Ju An Park, Vikram Voleti, Kathryn E. Thomas, Alexander Wong, Jason L. Deglint
2021	J	`jnl`	TB-Net: A Tailored, Self-Attention Deep Convolutional Neural Network Design for Detection of Tuberculosis Cases from Chest X-ray Images. CoRR Alexander Wong, James Ren Hou Lee, Hadi Rahmat-Khah, Ali Sabri, Amer Alaref
2021	J	`jnl`	TinyDefectNet: Highly Compact Deep Neural Network Architecture for High-Throughput Manufacturing Visual Quality Inspection. CoRR Mohammad Javad Shafiee, Mahmoud Famouri, Gautam Bathla, Francis Li, Alexander Wong
2021	—	`conf`	UmlsBERT: Clinical Domain Knowledge Augmentation of Contextual Embeddings Using the Unified Medical Language System Metathesaurus. NAACL-HLT George Michalopoulos, Yuanxin Wang, Hussam Kaka, Helen H. Chen, Alexander Wong
2021	J	`jnl`	Understanding the temporal evolution of COVID-19 research through machine learning and natural language processing. Scientometrics Ashkan Ebadi, Pengcheng Xi, Stéphane Tremblay, Bruce Spencer, Raman Pall, Alexander Wong
2021	J	`jnl`	Unsupervised Bayesian Subpixel Mapping of Hyperspectral Imagery Based on Band-Weighted Discrete Spectral Mixture Model and Markov Random Field. IEEE Geosci. Remote. Sens. Lett. Yujia Chen, Linlin Xu, Yuan Fang, Junhuan Peng, Wenfu Yang, Alexander Wong, David A. Clausi
2021	J	`jnl`	Where Did You Learn That From? Surprising Effectiveness of Membership Inference Attacks Against Temporally Correlated Data in Deep Reinforcement Learning. CoRR Maziar Gomrokchi, Susan Amin, Hossein Aboutalebi, Alexander Wong, Doina Precup
2020	J	`jnl`	A Deep Learning Approach for Multi-Depth Soil Water Content Prediction in Summer Maize Growth Period. IEEE Access Jingxin Yu, Song Tang, Lili Zhangzhong, Wengang Zheng, Long Wang, Alexander Wong, Linlin Xu
2020	J	`jnl`	A Simple Fine-tuning Is All You Need: Towards Robust Deep Learning Via Adversarial Fine-tuning. CoRR Ahmadreza Jeddi, Mohammad Javad Shafiee, Alexander Wong
2020	J	`jnl`	A computerised system for measurement of the radial displacement of the intervertebral disc using a laser scanning device. Comput. methods Biomech. Biomed. Eng. Imaging Vis. Kayla M. Fewster, Shahid A. Haider, Chad E. Gooyers, Jack P. Callaghan, Alexander Wong
2020	J	`jnl`	AEGIS: A real-time multimodal augmented reality computer vision based system to assist facial expression recognition for individuals with autism spectrum disorder. CoRR James Ren Hou Lee, Alexander Wong
2020	J	`jnl`	AI-enabled remote and objective quantification of stress at scale. Biomed. Signal Process. Control. Abdulrhman H. Al-Jebrni, Brendan Chwyl, Xiao Yu Wang, Alexander Wong, Bechara John Saab
2020	J	`jnl`	AttendNets: Tiny Deep Image Recognition Neural Networks for the Edge via Visual Attention Condensers. CoRR Alexander Wong, Mahmoud Famouri, Mohammad Javad Shafiee
2020	—	`conf`	Automatic Extraction of Risk Factors for Dialysis Patients from Clinical Notes Using Natural Language Processing Techniques. MIE George Michalopoulos, Hammad Qazi, Alexander Wong, Zahid A. Butt, Helen H. Chen
2020	J	`jnl`	COVID-Net: A Tailored Deep Convolutional Neural Network Design for Detection of COVID-19 Cases from Chest Radiography Images. CoRR Linda Wang, Alexander Wong
2020	J	`jnl`	COVIDNet-CT: A Tailored Deep Convolutional Neural Network Design for Detection of COVID-19 Cases from Chest CT Images. CoRR Hayden Gunraj, Linda Wang, Alexander Wong
2020	J	`jnl`	CancerNet-SCa: Tailored Deep Neural Network Designs for Detection of Skin Cancer from Dermoscopy Images. CoRR James Ren Hou Lee, Maya Pavlova, Mahmoud Famouri, Alexander Wong
2020	—	`conf`	Comparative Analysis of Environment Recognition Systems for Control of Lower-Limb Exoskeletons and Prostheses. BioRob Brock Laschowski, William J. McNally, Alexander Wong, John McPhee
2020	J	`jnl`	Comparative Analysis of Gait Speed Estimation Using Wideband and Narrowband Radars, Thermal Camera, and Motion Tracking Suit Technologies. J. Heal. Informatics Res. Plinio Pelegrini Morita, A. S. Rocha, George Shaker, D. Lee, Jing Wei, B. Fong, A. Thatte, A. Karimi, L. Xu, A. Ma, Alexander Wong, Jennifer Boger
2020	—	`conf`	DeSupGAN: Multi-scale Feature Averaging Generative Adversarial Network for Simultaneous De-blurring and Super-Resolution of Retinal Fundus Images. OMIA@MICCAI Sourya Sengupta, Alexander Wong, Amitojdeep Singh, John S. Zelek, Vasudevan Lakshminarayanan
2020	J	`jnl`	Deep Neural Network Perception Models and Robust Autonomous Driving Systems. CoRR Mohammad Javad Shafiee, Ahmadreza Jeddi, Amir Nazemi, Paul W. Fieguth, Alexander Wong
2020	J	`jnl`	DepthNet Nano: A Highly Compact Self-Normalizing Neural Network for Monocular Depth Estimation. CoRR Linda Wang, Mahmoud Famouri, Alexander Wong
2020	J	`jnl`	Detecting Pulse Wave From Unstable Facial Videos Recorded From Consumer-Level Cameras: A Disturbance-Adaptive Orthogonal Matching Pursuit. IEEE Trans. Biomed. Eng. Xuenan Liu, Xuezhi Yang, Jing Jin, Alexander Wong
2020	J	`jnl`	EmotionNet Nano: An Efficient Deep Convolutional Neural Network Design for Real-Time Facial Expression Recognition. Frontiers Artif. Intell. James Ren Hou Lee, Linda Wang, Alexander Wong
2020	J	`jnl`	EmotionNet Nano: An Efficient Deep Convolutional Neural Network Design for Real-time Facial Expression Recognition. CoRR James Ren Hou Lee, Linda Wang, Alexander Wong
2020	J	`jnl`	EvoPose2D: Pushing the Boundaries of 2D Human Pose Estimation using Neuroevolution. CoRR William J. McNally, Kanav Vats, Alexander Wong, John McPhee
2020	J	`jnl`	ExoNet Database: Wearable Camera Images of Human Locomotion Environments. Frontiers Robotics AI Brock Laschowski, William J. McNally, Alexander Wong, John McPhee
2020	J	`jnl`	FactorizeNet: Progressive Depth Factorization for Efficient Network Architecture Exploration Under Quantization Constraints. CoRR Stone Yun, Alexander Wong
2020	J	`jnl`	Generative Adversarial Networks and Conditional Random Fields for Hyperspectral Image Classification. IEEE Trans. Cybern. Zilong Zhong, Jonathan Li, David A. Clausi, Alexander Wong
2020	J	`jnl`	How Much Can We Really Trust You? Towards Simple, Interpretable Trust Quantification Metrics for Deep Neural Networks. CoRR Alexander Wong, Xiao Yu Wang, Andrew Hryniowski
2020	J	`jnl`	Identifying and interpreting tuning dimensions in deep networks. CoRR Nolan S. Dey, J. Eric Taylor, Bryan P. Tripp, Alexander Wong, Graham W. Taylor
2020	J	`jnl`	Insights into Fairness through Trust: Multi-scale Trust Quantification for Financial Deep Learning. CoRR Alexander Wong, Andrew Hryniowski, Xiao Yu Wang
2020	J	`jnl`	Inter-layer Information Similarity Assessment of Deep Neural Networks Via Topological Similarity and Persistence Analysis of Data Neighbour Dynamics. CoRR Andrew Hryniowski, Alexander Wong
2020	C	`conf`	Investigating the Impact of Inclusion in Face Recognition Training Data on Individual Face Identification. AIES Chris Dulhanty, Alexander Wong
2020	J	`jnl`	Investigating the Impact of Inclusion in Face Recognition Training Data on Individual Face Identification. CoRR Chris Dulhanty, Alexander Wong
2020	A*	`conf`	Learn2Perturb: An End-to-End Feature Perturbation Learning to Improve Adversarial Robustness. CVPR Ahmadreza Jeddi, Mohammad Javad Shafiee, Michelle Karg, Christian Scharfenberger, Alexander Wong
2020	J	`jnl`	Learn2Perturb: an End-to-end Feature Perturbation Learning to Improve Adversarial Robustness. CoRR Ahmadreza Jeddi, Mohammad Javad Shafiee, Michelle Karg, Christian Scharfenberger, Alexander Wong
2020	J	`jnl`	Nonlocal Band-Weighted Iterative Spectral Mixture Model for Hyperspectral Imagery Denoising. IEEE Trans. Geosci. Remote. Sens. Longshan Yang, Linlin Xu, Junhuan Peng, Yongze Song, Alexander Wong, David A. Clausi
2020	B	`conf`	Quantization in Relative Gradient Angle Domain For Building Polygon Estimation. ICPR Yuhao Chen, Yifan Wu, Linlin Xu, Alexander Wong
2020	J	`jnl`	Quantization in Relative Gradient Angle Domain For Building Polygon Estimation. CoRR Yuhao Chen, Yifan Wu, Linlin Xu, Alexander Wong
2020	J	`jnl`	Radiomics Driven Diffusion Weighted Imaging Sensing Strategies for Zone-Level Prostate Cancer Sensing. Sensors Chris Dulhanty, Linda Wang, Maria Cheng, Hayden Gunraj, Farzad Khalvati, Masoom A. Haider, Alexander Wong
2020	J	`jnl`	Real-Time Vehicle Make and Model Recognition Using Unsupervised Feature Learning. IEEE Trans. Intell. Transp. Syst. Amir Nazemi, Zohreh Azimifar, Mohammad Javad Shafiee, Alexander Wong
2020	J	`jnl`	Self-Gradient Networks. CoRR Hossein Aboutalebi, Mohammad Javad Shafiee, Alexander Wong
2020	A*	`conf`	Squeeze-and-Attention Networks for Semantic Segmentation. CVPR Zilong Zhong, Zhong Qiu Lin, Rene Bidart, Xiaodan Hu, Ibrahim Ben Daya, Zhifeng Li, Wei-Shi Zheng, Jonathan Li, Alexander Wong
2020	—	`conf`	TimeConvNets: A Deep Time Windowed Convolution Neural Network Design for Real-time Video Facial Expression Recognition. CRV James Ren Hou Lee, Alexander Wong
2020	J	`jnl`	TimeConvNets: A Deep Time Windowed Convolution Neural Network Design for Real-time Video Facial Expression Recognition. CoRR James Ren Hou Lee, Alexander Wong
2020	J	`jnl`	TinySpeech: Attention Condensers for Deep Speech Recognition Neural Networks on Edge Devices. CoRR Alexander Wong, Mahmoud Famouri, Maya Pavlova, Siddharth Surana
2020	J	`jnl`	Towards computer-aided severity assessment: training and validation of deep neural networks for geographic extent and opacity extent scoring of chest X-rays for SARS-CoV-2 lung disease severity. CoRR Alexander Wong, Zhong Qiu Lin, Linda Wang, Audrey G. Chung, Beiyi Shen, Almas Abbasi, Mahsa Hoshmand-Kochi, Timothy Q. Duong
2020	J	`jnl`	UmlsBERT: Clinical Domain Knowledge Augmentation of Contextual Embeddings Using the Unified Medical Language System Metathesaurus. CoRR George Michalopoulos, Yuanxin Wang, Hussam Kaka, Helen H. Chen, Alexander Wong
2020	J	`jnl`	Understanding the temporal evolution of COVID-19 research through machine learning and natural language processing. CoRR Ashkan Ebadi, Pengcheng Xi, Stéphane Tremblay, Bruce Spencer, Raman Pall, Alexander Wong
2020	A	`conf`	Unsupervised Domain Adaptation in Person re-ID via k-Reciprocal Clustering and Large-Scale Heterogeneous Environment Synthesis. WACV Devinder Kumar, Parthipan Siva, Paul Marchwica, Alexander Wong
2020	J	`jnl`	Unsupervised Domain Adaptation in Person re-ID via k-Reciprocal Clustering and Large-Scale Heterogeneous Environment Synthesis. CoRR Devinder Kumar, Parthipan Siva, Paul Marchwica, Alexander Wong
2020	J	`jnl`	Vulnerability Under Adversarial Machine Learning: Bias or Variance? CoRR Hossein Aboutalebi, Mohammad Javad Shafiee, Michelle Karg, Christian Scharfenberger, Alexander Wong
2020	J	`jnl`	Where Does Trust Break Down? A Quantitative Trust Analysis of Deep Neural Networks via Trust Matrix and Conditional Trust Densities. CoRR Andrew Hryniowski, Xiao Yu Wang, Alexander Wong
2020	J	`jnl`	Where Should We Begin? A Low-Level Exploration of Weight Initialization Impact on Quantized Behaviour of Deep Neural Networks. CoRR Stone Yun, Alexander Wong
2020	—	`conf`	Where's the Question? A Multi-channel Deep Convolutional Neural Network for Question Identification in Textual Data. ClinicalNLP@EMNLP George Michalopoulos, Helen H. Chen, Alexander Wong
2020	J	`jnl`	Where's the Question? A Multi-channel Deep Convolutional Neural Network for Question Identification in Textual Data. CoRR George Michalopoulos, Helen H. Chen, Alexander Wong
2019	J	`jnl`	A Bayesian Joint Decorrelation and Despeckling of SAR Imagery. IEEE Geosci. Remote. Sens. Lett. Caifeng Wang, Linlin Xu, David A. Clausi, Alexander Wong
2019	J	`jnl`	A Novel Motion Plane-Based Approach to Vehicle Speed Estimation. IEEE Trans. Intell. Transp. Syst. Mahmoud Famouri, Zohreh Azimifar, Alexander Wong
2019	—	`conf`	A Random Field Computational Adaptive Optics Framework for Optical Coherence Microscopy. ICIAR (2) Ameneh Boroomand, Bingyao Tan, Mohammad Javad Shafiee, Kostadinka K. Bizheva, Alexander Wong
2019	—	`conf`	Affine Variational Autoencoders. ICIAR (1) Rene Bidart, Alexander Wong
2019	J	`jnl`	Affine Variational Autoencoders: An Efficient Approach for Improving Generalization and Robustness to Distribution Shift. CoRR Rene Bidart, Alexander Wong
2019	—	`conf`	Assessing Architectural Similarity in Populations of Deep Neural Networks. CVPR Workshops Audrey G. Chung, Paul W. Fieguth, Alexander Wong
2019	J	`jnl`	Assessing Architectural Similarity in Populations of Deep Neural Networks. CoRR Audrey G. Chung, Paul W. Fieguth, Alexander Wong
2019	—	`conf`	AttoNets: Compact and Efficient Deep Neural Networks for the Edge via Human-Machine Collaborative Design. CVPR Workshops Alexander Wong, Zhong Qiu Lin, Brendan Chwyl
2019	J	`jnl`	AttoNets: Compact and Efficient Deep Neural Networks for the Edge via Human-Machine Collaborative Design. CoRR Alexander Wong, Zhong Qiu Lin, Brendan Chwyl
2019	J	`jnl`	Auditing ImageNet: Towards a Model-driven Framework for Annotating Demographic Attributes of Large-Scale Image Datasets. CoRR Chris Dulhanty, Alexander Wong
2019	—	`conf`	Beyond Explainability: Leveraging Interpretability for Improved Adversarial Learning. CVPR Workshops Devinder Kumar, Ibrahim Ben Daya, Kanav Vats, Jeffery Feng, Graham W. Taylor, Alexander Wong
2019	J	`jnl`	Beyond Explainability: Leveraging Interpretability for Improved Adversarial Learning. CoRR Devinder Kumar, Ibrahim Ben Daya, Kanav Vats, Jeffery Feng, Graham W. Taylor, Alexander Wong
2019	J	`jnl`	Choosing agile or plan-driven enterprise resource planning (ERP) implementations - A study on 21 implementations from 20 companies. CoRR Lucas Gren, Alexander Wong, Erik Kristoffersson
2019	—	`conf`	Compensated Row-Column Ultrasound Imaging Systems with Data-Driven Point Spread Function Learning. ICIAR (2) Ibrahim Ben Daya, John T. W. Yeow, Alexander Wong
2019	J	`jnl`	DeepLABNet: End-to-end Learning of Deep Radial Basis Networks with Fully Learnable Basis Functions. CoRR Andrew Hryniowski, Alexander Wong
2019	J	`jnl`	Democratisation of Usable Machine Learning in Computer Vision. CoRR Raymond R. Bond, Ansgar Koene, Alan J. Dix, Jennifer Boger, Maurice D. Mulvenna, Mykola Galushka, Bethany Waterhouse Bradley, Fiona Browne, Hui Wang, Alexander Wong
2019	J	`jnl`	Discovery Radiomics With CLEAR-DR: Interpretable Computer Aided Diagnosis of Diabetic Retinopathy. IEEE Access Devinder Kumar, Graham W. Taylor, Alexander Wong
2019	—	`conf`	Discovery Radiomics for Detection of Severely Atypical Melanocytic Lesions (SAML) from Skin Imaging via Deep Residual Group Convolutional Radiomic Sequencer. ICIAR (2) Helmut Neher, John Arlette, Alexander Wong
2019	J	`jnl`	Do Explanations Reflect Decisions? A Machine-centric Strategy to Quantify the Performance of Explainability Algorithms. CoRR Zhong Qiu Lin, Mohammad Javad Shafiee, Stanislav Bochkarev, Michael St. Jules, Xiaoyu Wang, Alexander Wong
2019	—	`conf`	Dynamic Representations Toward Efficient Inference on Deep Neural Networks by Decision Gates. CVPR Workshops Mohammad Saeed Shafiee, Mohammad Javad Shafiee, Alexander Wong
2019	J	`jnl`	EdgeSegNet: A Compact Network for Semantic Segmentation. CoRR Zhong Qiu Lin, Brendan Chwyl, Alexander Wong
2019	J	`jnl`	Enabling Computer Vision Driven Assistive Devices for the Visually Impaired via Micro-architecture Design Exploration. CoRR Linda Wang, Alexander Wong
2019	J	`jnl`	Equivalence Relations for Computing Permutation Polynomials. CoRR Sergey Bereg, Brian Malouf, Linda Morales, Thomas Stanley, Ivan Hal Sudborough, Alexander Wong
2019	—	`conf`	Estimation Of Iron Concentration In Soil Of A Mining Area From Uav-Based Hyperspectral Imagery. WHISPERS Yuan Fang, Zhongzheng Hu, Linlin Xu, Alexander Wong, David A. Clausi
2019	J	`jnl`	Fairest of Them All: Establishing a Strong Baseline for Cross-Domain Person ReID. CoRR Devinder Kumar, Parthipan Siva, Paul Marchwica, Alexander Wong
2019	J	`jnl`	Food for thought: Ethical considerations of user trust in computer vision. CoRR Kaylen J. Pfisterer, Jennifer Boger, Alexander Wong
2019	J	`jnl`	Fully-Automatic Semantic Segmentation for Food Intake Tracking in Long-Term Care Homes. CoRR Kaylen J. Pfisterer, Robert Amelard, Audrey G. Chung, Braeden Syrnyk, Alexander MacLean, Alexander Wong
2019	J	`jnl`	Generative Adversarial Networks and Conditional Random Fields for Hyperspectral Image Classification. CoRR Zilong Zhong, Jonathan Li, David A. Clausi, Alexander Wong
2019	—	`conf`	GolfDB: A Video Database for Golf Swing Sequencing. CVPR Workshops William J. McNally, Kanav Vats, Tyler Pinto, Chris Dulhanty, John McPhee, Alexander Wong
2019	J	`jnl`	GolfDB: A Video Database for Golf Swing Sequencing. CoRR William J. McNally, Kanav Vats, Tyler Pinto, Chris Dulhanty, John McPhee, Alexander Wong
2019	—	`conf`	Human Centered Artificial Intelligence: Weaving UX into Algorithmic Decision Making. RoCHI Raymond R. Bond, Maurice D. Mulvenna, Hui Wan, Dewar D. Finlay, Alexander Wong, Ansgar Koene, Rob Brisk, Jennifer Boger, Tameem Adel
2019	J	`jnl`	Human-Machine Collaborative Design for Accelerated Design of Compact Deep Neural Networks for Autonomous Driving. CoRR Mohammad Javad Shafiee, Mirko Nentwig, Yohannes Kassahun, Francis Li, Stanislav Bochkarev, Akif Kamal, David Dolson, Secil Altintas, Arif Virani, Alexander Wong
2019	J	`jnl`	Implications of Computer Vision Driven Assistive Technologies Towards Individuals with Visual Impairment. CoRR Linda Wang, Alexander Wong
2019	—	`conf`	Investigating the Automatic Classification of Algae Using the Spectral and Morphological Characteristics via Deep Residual Learning. ICIAR (2) Jason L. Deglint, Chao Jin, Alexander Wong
2019	—	`conf`	KPTransfer: Improved Performance and Faster Convergence from Keypoint Subset-Wise Domain Transfer in Human Pose Estimation. ICIAR (2) Kanav Vats, Helmut Neher, Alexander Wong, David A. Clausi, John S. Zelek
2019	J	`jnl`	KPTransfer: improved performance and faster convergence from keypoint subset-wise domain transfer in human pose estimation. CoRR Kanav Vats, Helmut Neher, Alexander Wong, David A. Clausi, John S. Zelek
2019	—	`conf`	NetScore: Towards Universal Metrics for Large-Scale Performance Analysis of Deep Neural Networks for Practical On-Device Edge Usage. ICIAR (2) Alexander Wong
2019	—	`conf`	Preliminary Design of an Environment Recognition System for Controlling Robotic Lower-Limb Prostheses and Exoskeletons. ICORR Brock Laschowski, William J. McNally, Alexander Wong, John McPhee
2019	J	`jnl`	Progressive Label Distillation: Learning Input-Efficient Deep Neural Networks. CoRR Zhong Qiu Lin, Alexander Wong
2019	—	`conf`	RUNet: A Robust UNet Architecture for Image Super-Resolution. CVPR Workshops Xiaodan Hu, Mohamed A. Naiel, Alexander Wong, Mark Lamm, Paul W. Fieguth
2019	—	`conf`	SANE: Exploring Adversarial Robustness With Stochastically Activated Network Ensembles. CVPR Workshops Ibrahim Ben Daya, Mohammad Javad Shafiee, Michelle Karg, Christian Scharfenberger, Alexander Wong
2019	J	`jnl`	SISC: End-to-End Interpretable Discovery Radiomics-Driven Lung Cancer Prediction via Stacked Interpretable Sequencing Cells. IEEE Access Devinder Kumar, Vignesh Sankar, David A. Clausi, Graham W. Taylor, Alexander Wong
2019	J	`jnl`	SISC: End-to-end Interpretable Discovery Radiomics-Driven Lung Cancer Prediction via Stacked Interpretable Sequencing Cells. CoRR Vignesh Sankar, Devinder Kumar, David A. Clausi, Graham W. Taylor, Alexander Wong
2019	—	`conf`	STAR-Net: Action Recognition using Spatio-Temporal Activation Reprojection. CRV William J. McNally, Alexander Wong, John McPhee
2019	J	`jnl`	STAR-Net: Action Recognition using Spatio-Temporal Activation Reprojection. CoRR William J. McNally, Alexander Wong, John McPhee
2019	J	`jnl`	Seeing Convolution Through the Eyes of Finite Transformation Semigroup Theory: An Abstract Algebraic Interpretation of Convolutional Neural Networks. CoRR Andrew Hryniowski, Alexander Wong
2019	J	`jnl`	Squeeze-and-Attention Networks for Semantic Segmentation. CoRR Zilong Zhong, Zhong Qiu Lin, Rene Bidart, Xiaodan Hu, Ibrahim Ben Daya, Jonathan Li, Alexander Wong
2019	J	`jnl`	State of Compact Architecture Search For Deep Neural Networks. CoRR Mohammad Javad Shafiee, Andrew Hryniowski, Francis Li, Zhong Qiu Lin, Alexander Wong
2019	J	`jnl`	StressedNets: Efficient feature representations via stress-induced evolutionary synthesis of deep neural networks. Neurocomputing Mohammad Javad Shafiee, Brendan Chwyl, Francis Li, Rongyan Chen, Michelle Karg, Christian Scharfenberger, Alexander Wong
2019	J	`jnl`	Taking a Stance on Fake News: Towards Automatic Disinformation Assessment via Deep Bidirectional Transformer Language Models for Stance Detection. CoRR Chris Dulhanty, Jason L. Deglint, Ibrahim Ben Daya, Alexander Wong
2019	J	`jnl`	The Feasibility of Automated Identification of Six Algae Types Using Feed-Forward Neural Networks and Fluorescence-Based Spectral-Morphological Features. IEEE Access Jason L. Deglint, Chao Jin, Angela Chao, Alexander Wong
2019	—	`conf`	Towards Computer Vision Powered Color-Nutrient Assessment of Pureed Food. CVPR Workshops Kaylen J. Pfisterer, Robert Amelard, Braeden Syrnyk, Alexander Wong
2019	J	`jnl`	Towards computer vision powered color-nutrient assessment of pureed food. CoRR Kaylen J. Pfisterer, Robert Amelard, Braeden Syrnyk, Alexander Wong
2019	—	`conf`	TriResNet: A Deep Triple-Stream Residual Network for Histopathology Grading. ICIAR (2) Rene Bidart, Alexander Wong
2019	—	`conf`	Unsupervised Deep Shape from Template. ICIAR (1) Mohammad Ali Bagheri Orumi, M. Hadi Sepanj, Mahmoud Famouri, Zohreh Azimifar, Alexander Wong
2019	—	`conf`	YOLO Nano: a Highly Compact You Only Look Once Convolutional Neural Network for Object Detection. EMC2@NeurIPS Alexander Wong, Mahmoud Famouri, Mohammad Javad Shafiee, Francis Li, Brendan Chwyl, Jonathan Chung
2019	J	`jnl`	YOLO Nano: a Highly Compact You Only Look Once Convolutional Neural Network for Object Detection. CoRR Alexander Wong, Mahmoud Famouri, Mohammad Javad Shafiee, Francis Li, Brendan Chwyl, Jonathan Chung
2018	—	`conf`	Autonomous gait speed estimation using 24GHz FMCW radar technology. BHI Ameneh Boroomand, George Shaker, Plinio P. Morita, Alexander Wong, Jennifer Boger
2018	—	`conf`	Choosing Agile or Plan-driven Enterprise Resource Planning (ERP) Implementations - A study on 21 Implementations from 20 Companies. STPIS@CAiSE Lucas Gren, Alexander Wong, Erik Kristoffersson
2018	J	`jnl`	Cognitive-Empowered Femtocells: An Intelligent Paradigm for Femtocell Networks. Wirel. Commun. Mob. Comput. Xiaoyu Wang, Pin-Han Ho, Alexander Wong, Limei Peng
2018	J	`jnl`	Deep Learning with Darwin: Evolutionary Synthesis of Deep Neural Networks. Neural Process. Lett. Mohammad Javad Shafiee, Akshaya Kumar Mishra, Alexander Wong
2018	—	`conf`	Deep Learning-Driven Depth from Defocus via Active Multispectral Quasi-Random Projections with Complex Subpatterns. CRV Avery Ma, Alexander Wong, David A. Clausi
2018	J	`jnl`	EdgeSpeechNets: Highly Efficient Deep Neural Networks for Speech Recognition on the Edge. CoRR Zhong Qiu Lin, Audrey G. Chung, Alexander Wong
2018	J	`jnl`	Efficient Inference on Deep Neural Networks by Dynamic Representations and Decision Gates. CoRR Mohammad Saeed Shafiee, Mohammad Javad Shafiee, Alexander Wong
2018	J	`jnl`	FermiNets: Learning generative machines to generate efficient neural networks via generative synthesis. CoRR Alexander Wong, Mohammad Javad Shafiee, Brendan Chwyl, Francis Li
2018	—	`conf`	HyperStackNet: A Hyper Stacked Hourglass Deep Convolutional Neural Network Architecture for Joint Player and Stick Pose Estimation in Hockey. CRV Helmut Neher, Kanav Vats, Alexander Wong, David A. Clausi
2018	J	`jnl`	Investigating the Automatic Classification of Algae Using Fusion of Spectral and Morphological Characteristics of Algae via Deep Residual Learning. CoRR Jason L. Deglint, Chao Jin, Alexander Wong
2018	J	`jnl`	MPCaD: a multi-scale radiomics-driven framework for automated prostate cancer localization and detection. BMC Medical Imaging Farzad Khalvati, Junjie Zhang, Audrey G. Chung, Mohammad Javad Shafiee, Alexander Wong, Masoom A. Haider
2018	J	`jnl`	MicronNet: A Highly Compact Deep Convolutional Neural Network Architecture for Real-Time Embedded Traffic Sign Classification. IEEE Access Alexander Wong, Mohammad Javad Shafiee, Michael St. Jules
2018	J	`jnl`	Mitigating Architectural Mismatch During the Evolutionary Synthesis of Deep Neural Networks. CoRR Audrey G. Chung, Paul W. Fieguth, Alexander Wong
2018	—	`conf`	Multi-projector Resolution Enhancement Through Biased Interpolation. CRV Andrew Hryniowski, Ibrahim Ben Daya, Ahmed Gawish, Mark Lamm, Alexander Wong, Paul W. Fieguth
2018	—	`conf`	Nature vs. Nurture: The Role of Environmental Resources in Evolutionary Deep Intelligence. CRV Audrey G. Chung, Paul W. Fieguth, Alexander Wong
2018	J	`jnl`	Nature vs. Nurture: The Role of Environmental Resources in Evolutionary Deep Intelligence. CoRR Audrey G. Chung, Paul W. Fieguth, Alexander Wong
2018	J	`jnl`	NetScore: Towards Universal Metrics for Large-scale Performance Analysis of Deep Neural Networks for Practical Usage. CoRR Alexander Wong
2018	J	`jnl`	PolyNeuron: Automatic Neuron Discovery via Learned Polyharmonic Spline Activations. CoRR Andrew Hryniowski, Alexander Wong
2018	J	`jnl`	ProstateGAN: Mitigating Data Bias via Prostate Diffusion Imaging Synthesis with Generative Adversarial Networks. CoRR Xiaodan Hu, Audrey G. Chung, Paul W. Fieguth, Farzad Khalvati, Masoom A. Haider, Alexander Wong
2018	J	`jnl`	Real-Time Embedded Motion Detection via Neural Response Mixture Modeling. J. Signal Process. Syst. Mohammad Javad Shafiee, Parthipan Siva, Paul W. Fieguth, Alexander Wong
2018	J	`jnl`	SRP: Efficient class-aware embedding learning for large-scale data via supervised random projections. CoRR Amir-Hossein Karimi, Alexander Wong, Ali Ghodsi
2018	J	`jnl`	ST-IRGS: A Region-Based Self-Training Algorithm Applied to Hyperspectral Image Classification and Segmentation. IEEE Trans. Geosci. Remote. Sens. Fan Li, David A. Clausi, Linlin Xu, Alexander Wong
2018	J	`jnl`	Scalable image segmentation via decoupled sub-graph compression. Pattern Recognit. R. S. Medeiros, Alexander Wong, Jacob Scharcanski
2018	J	`jnl`	StressedNets: Efficient Feature Representations via Stress-induced Evolutionary Synthesis of Deep Neural Networks. CoRR Mohammad Javad Shafiee, Brendan Chwyl, Francis Li, Rongyan Chen, Michelle Karg, Christian Scharfenberger, Alexander Wong
2018	J	`jnl`	The feasibility of automated identification of six algae types using neural networks and fluorescence-based spectral-morphological features. CoRR Jason L. Deglint, Chao Jin, Angela Chao, Alexander Wong
2018	—	`conf`	Tiny SSD: A Tiny Single-Shot Detection Deep Convolutional Neural Network for Real-Time Embedded Object Detection. CRV Alexander Wong, Mohammad Javad Shafiee, Francis Li, Brendan Chwyl
2018	J	`jnl`	Tiny SSD: A Tiny Single-shot Detection Deep Convolutional Neural Network for Real-time Embedded Object Detection. CoRR Alexander Wong, Mohammad Javad Shafiee, Francis Li, Brendan Chwyl
2018	J	`jnl`	TriResNet: A Deep Triple-stream Residual Network for Histopathology Grading. CoRR Rene Bidart, Alexander Wong
2018	—	`conf`	Understanding anatomy classification through attentive response maps. ISBI Devinder Kumar, Vlado Menkovski, Graham W. Taylor, Alexander Wong
2018	J	`jnl`	Unsupervised Bayesian Classification of a Hyperspectral Image Based on the Spectral Mixture Model and Markov Random Field. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. Yuan Fang, Linlin Xu, Junhuan Peng, Honglei Yang, Alexander Wong, David A. Clausi
2018	J	`jnl`	Unsupervised Feature Learning Toward a Real-time Vehicle Make and Model Recognition. CoRR Amir Nazemi, Mohammad Javad Shafiee, Zohreh Azimifar, Alexander Wong
2018	J	`jnl`	muNet: A Highly Compact Deep Convolutional Neural Network Architecture for Real-time Embedded Traffic Sign Classification. CoRR Alexander Wong, Mohammad Javad Shafiee, Michael St. Jules
2017	—	`conf`	A Machine Learning-Driven Approach to Computational Physiological Modeling of Skin Cancer. ICIAR Daniel S. Cho, Farzad Khalvati, David A. Clausi, Alexander Wong
2017	J	`jnl`	A Novel Bayesian Spatial-Temporal Random Field Model Applied to Cloud Detection From Remotely Sensed Imagery. IEEE Trans. Geosci. Remote. Sens. Linlin Xu, Alexander Wong, David A. Clausi
2017	J	`jnl`	A new take on measuring nutritional density: The feasibility of using a deep neural network to assess commercially-prepared puree concentrations. CoRR Kaylen J. Pfisterer, Robert Amelard, Audrey G. Chung, Alexander Wong
2017	J	`jnl`	An Enhanced Probabilistic Posterior Sampling Approach for Synthesizing SAR Imagery With Sea Ice and Oil Spills. IEEE Geosci. Remote. Sens. Lett. Linlin Xu, Alexander Wong, David A. Clausi
2017	—	`conf`	Compensated Row-Column Ultrasound Imaging System Using Three Dimensional Random Fields. ICIAR Ibrahim Ben Daya, Albert I. H. Chen, Mohammad Javad Shafiee, Alexander Wong, John T. W. Yeow
2017	J	`jnl`	Deep Randomly-Connected Conditional Random Fields For Image Segmentation. IEEE Access Mohammad Javad Shafiee, Alexander Wong, Paul W. Fieguth
2017	—	`conf`	DeepPredict: A deep predictive intelligence platform for patient monitoring. EMBC Brendan Chwyl, Audrey G. Chung, Mohammad Javad Shafiee, Yongji Fu, Alexander Wong
2017	—	`conf`	Depth from Defocus via Active Quasi-random Point Projections: A Deep Learning Approach. ICIAR Avery Ma, Alexander Wong, David A. Clausi
2017	—	`conf`	Discovery Radiomics for Pathologically-Proven Computed Tomography Lung Cancer Prediction. ICIAR Devinder Kumar, Audrey G. Chung, Mohammad Javad Shafiee, Farzad Khalvati, Masoom A. Haider, Alexander Wong
2017	J	`jnl`	Discovery Radiomics via Deep Multi-Column Radiomic Sequencers for Skin Cancer Detection. CoRR Mohammad Javad Shafiee, Alexander Wong
2017	J	`jnl`	Discovery Radiomics via Evolutionary Deep Radiomic Sequencer Discovery for Pathologically-Proven Lung Cancer Detection. CoRR Mohammad Javad Shafiee, Audrey G. Chung, Farzad Khalvati, Masoom A. Haider, Alexander Wong
2017	—	`conf`	Discovery Radiomics via a Mixture of Deep ConvNet Sequencers for Multi-parametric MRI Prostate Cancer Classification. ICIAR Amir-Hossein Karimi, Audrey G. Chung, Mohammad Javad Shafiee, Farzad Khalvati, Masoom A. Haider, Ali Ghodsi, Alexander Wong
2017	J	`jnl`	Discovery Radiomics with CLEAR-DR: Interpretable Computer Aided Diagnosis of Diabetic Retinopathy. CoRR Devinder Kumar, Graham W. Taylor, Alexander Wong
2017	J	`jnl`	Evolution in Groups: A deeper look at synaptic cluster driven evolution of deep neural networks. CoRR Mohammad Javad Shafiee, Elnaz Barshan, Alexander Wong
2017	—	`conf`	Explaining the Unexplained: A CLass-Enhanced Attentive Response (CLEAR) Approach to Understanding Deep Neural Networks. CVPR Workshops Devinder Kumar, Alexander Wong, Graham W. Taylor
2017	J	`jnl`	Explaining the Unexplained: A CLass-Enhanced Attentive Response (CLEAR) Approach to Understanding Deep Neural Networks. CoRR Devinder Kumar, Alexander Wong, Graham W. Taylor
2017	J	`jnl`	Exploring the Imposition of Synaptic Precision Restrictions For Evolutionary Synthesis of Deep Neural Networks. CoRR Mohammad Javad Shafiee, Francis Li, Alexander Wong
2017	J	`jnl`	Fast YOLO: A Fast You Only Look Once System for Real-time Embedded Object Detection in Video. CoRR Mohammad Javad Shafiee, Brendan Chywl, Francis Li, Alexander Wong
2017	—	`conf`	Fully Deep Convolutional Neural Networks for Segmentation of the Prostate Gland in Diffusion-Weighted MR Images. ICIAR Tyler Clark, Alexander Wong, Masoom A. Haider, Farzad Khalvati
2017	—	`conf`	Hockey Action Recognition via Integrated Stacked Hourglass Network. CVPR Workshops Mehrnaz Fani, Helmut Neher, David A. Clausi, Alexander Wong, John S. Zelek
2017	J	`jnl`	JADE: Joint Autoencoders for Dis-Entanglement. CoRR Ershad Banijamali, Amir-Hossein Karimi, Alexander Wong, Ali Ghodsi
2017	—	`conf`	Learning Efficient Deep Feature Representations via Transgenerational Genetic Transmission of Environmental Information During Evolutionary Synthesis of Deep Neural Networks. ICCV Workshops M. J. Shafiee, Elnaz Barshan, Francis Li, Brendan Chwyl, Michelle Karg, Christian Scharfenberger, Alexander Wong
2017	J	`jnl`	Opening the Black Box of Financial AI with CLEAR-Trade: A CLass-Enhanced Attentive Response Approach for Explaining and Visualizing Deep Learning-Driven Stock Market Prediction. CoRR Devinder Kumar, Graham W. Taylor, Alexander Wong
2017	—	`conf`	Segmentation of Prostate in Diffusion MR Images via Clustering. ICIAR Junjie Zhang, Sameer Baig, Alexander Wong, Masoom A. Haider, Farzad Khalvati
2017	J	`jnl`	Simultaneous Projector-Camera Self-Calibration for Three-Dimensional Reconstruction and Projection Mapping. IEEE Trans. Computational Imaging Francis Li, Hicham Sekkati, Jason Deglint, Christian Scharfenberger, Mark Lamm, David A. Clausi, John S. Zelek, Alexander Wong
2017	J	`jnl`	Soccer Video Structure Analysis by Parallel Feature Fusion Network and Hidden-to-Observable Transferring Markov Model. IEEE Access Mehrnaz Fani, Mehran Yazdi, David A. Clausi, Alexander Wong
2017	J	`jnl`	SquishedNets: Squishing SqueezeNet further for edge device scenarios via deep evolutionary synthesis. CoRR Mohammad Javad Shafiee, Francis Li, Brendan Chwyl, Alexander Wong
2017	J	`jnl`	Synthesizing Deep Neural Network Architectures using Biological Synaptic Strength Distributions. CoRR Amir-Hossein Karimi, M. J. Shafiee, Ali Ghodsi, Alexander Wong
2017	—	`conf`	The Mating Rituals of Deep Neural Networks: Learning Compact Feature Representations Through Sexual Evolutionary Synthesis. ICCV Workshops Audrey G. Chung, Mohammad Javad Shafiee, Paul W. Fieguth, Alexander Wong
2017	J	`jnl`	The Mating Rituals of Deep Neural Networks: Learning Compact Feature Representations through Sexual Evolutionary Synthesis. CoRR Audrey G. Chung, Mohammad Javad Shafiee, Paul W. Fieguth, Alexander Wong
2017	A*	`conf`	Unsupervised Domain Adaptation with a Relaxed Covariate Shift Assumption. AAAI Tameem Adel, Han Zhao, Alexander Wong
2017	—	`conf`	VeNICE: A very deep neural network approach to no-reference image assessment. ICIT Prajna Paramita Dash, Alexander Wong, Akshaya Kumar Mishra
2017	J	`jnl`	Weakly Supervised Classification of Remotely Sensed Imagery Using Label Constraint and Edge Penalty. IEEE Trans. Geosci. Remote. Sens. Linlin Xu, David A. Clausi, Fan Li, Alexander Wong
2016	J	`jnl`	A spectral-spatial fusion model for robust blood pulse waveform extraction in photoplethysmographic imaging. CoRR Robert Amelard, David A. Clausi, Alexander Wong
2016	—	`conf`	A unified Bayesian-based compensated magnetic resonance imaging. EMBC Ameneh Boroomand, Edward Li, Mohammad Javad Shafiee, Masoom A. Haider, Farzad Khalvati, Alexander Wong
2016	J	`jnl`	Automatic tracking of pupillary dynamics from Comput. methods Biomech. Biomed. Eng. Imaging Vis. Chenyi Liu, Alexander Wong, Alireza A. Moayed, Paul W. Fieguth, Hongxia Bie, Kostadinka K. Bizheva
2016	C	`conf`	Bag of Bags: Nested Multi Instance Classification for Prostate Cancer Detection. ICMLA Farzad Khalvati, Junjie Zhang, Alexander Wong, Masoom A. Haider
2016	J	`jnl`	Deep Quality: A Deep No-reference Quality Assessment System. CoRR Prajna Paramita Dash, Akshaya Kumar Mishra, Alexander Wong
2016	—	`conf`	Efficient Deep Feature Learning and Extraction via StochasticNets. CVPR Workshops Mohammad Javad Shafiee, Parthipan Siva, Paul W. Fieguth, Alexander Wong
2016	—	`conf`	Embedded Motion Detection via Neural Response Mixture Background Modeling. CVPR Workshops Mohammad Javad Shafiee, Parthipan Siva, Paul W. Fieguth, Alexander Wong
2016	—	`conf`	Enhanced dual-stage correlated diffusion imaging. EMBC Farzad Khalvati, Junjie Zhang, Masoom A. Haider, Alexander Wong
2016	J	`jnl`	EvoNet: Evolutionary Synthesis of Deep Neural Networks. CoRR Mohammad Javad Shafiee, Akshaya Kumar Mishra, Alexander Wong
2016	J	`jnl`	Evolutionary Synthesis of Deep Neural Networks via Synaptic Cluster-driven Genetic Encoding. CoRR Mohammad Javad Shafiee, Alexander Wong
2016	J	`jnl`	Extraction of Endmembers From Hyperspectral Images Using A Weighted Fuzzy Purified-Means Clustering Model. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. Linlin Xu, Alexander Wong, Fan Li, David A. Clausi
2016	J	`jnl`	Fully Connected Continuous Conditional Random Field With Stochastic Cliques for Dark-Spot Detection In SAR Imagery. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. Linlin Xu, Mohammad Javad Shafiee, Alexander Wong, David A. Clausi
2016	—	`conf`	Hierarchical Grouping Approach for Fast Approximate RGB-D Scene Flow. CRV Francis Li, Alexander Wong, John S. Zelek
2016	—	`conf`	Image Restoration via Deep-Structured Stochastically Fully-Connected Conditional Random Fields (DSFCRFs) for Very Low-Light Conditions. CRV Audrey G. Chung, Mohammad Javad Shafiee, Alexander Wong
2016	J	`jnl`	Image segmentation via multi-scale stochastic regional texture appearance models. Comput. Vis. Image Underst. R. S. Medeiros, Jacob Scharcanski, Alexander Wong
2016	J	`jnl`	Intrinsic Representation of Hyperspectral Imagery for Unsupervised Feature Extraction. IEEE Trans. Geosci. Remote. Sens. Linlin Xu, Alexander Wong, Fan Li, David A. Clausi
2016	J	`jnl`	Laser light-field fusion for wide-field lensfree on-chip phase contrast nanoscopy. CoRR Farnoud Kazemzadeh, Alexander Wong
2016	J	`jnl`	MAPS: A Quantitative Radiomics Approach for Prostate Cancer Detection. IEEE Trans. Biomed. Eng. Andrew Cameron, Farzad Khalvati, Masoom A. Haider, Alexander Wong
2016	J	`jnl`	NeRD: A Neural Response Divergence Approach to Visual Saliency Detection. IEEE Signal Process. Lett. Mohammad Javad Shafiee, Parthipan Siva, Christian Scharfenberger, Paul W. Fieguth, Alexander Wong
2016	J	`jnl`	NeRD: a Neural Response Divergence Approach to Visual Salience Detection. CoRR M. J. Shafiee, Parthipan Siva, Christian Scharfenberger, Paul W. Fieguth, Alexander Wong
2016	J	`jnl`	Noise-Compensated, Bias-Corrected Diffusion Weighted Endorectal Magnetic Resonance Imaging via a Stochastically Fully-Connected Joint Conditional Random Field Model. IEEE Trans. Medical Imaging Ameneh Boroomand, Mohammad Javad Shafiee, Farzad Khalvati, Masoom A. Haider, Alexander Wong
2016	J	`jnl`	Non-contact hemodynamic imaging reveals the jugular venous pulse waveform. CoRR Robert Amelard, Richard Lee Hughson, Danielle K. Greaves, Kaylen J. Pfisterer, Jason Leung, David A. Clausi, Alexander Wong
2016	J	`jnl`	Random Feature Maps via a Layered Random Projection (LaRP) Framework for Object Classification. CoRR Audrey G. Chung, Mohammad Javad Shafiee, Alexander Wong
2016	B	`conf`	Random feature maps via a Layered Random Projection (LARP) framework for object classification. ICIP Audrey G. Chung, Mohammad Javad Shafiee, Alexander Wong
2016	—	`conf`	Real-Time, Embedded Scene Invariant Crowd Counting Using Scale-Normalized Histogram of Moving Gradients (HoMG). CVPR Workshops Parthipan Siva, Mohammad Javad Shafiee, Michael Jamieson, Alexander Wong
2016	J	`jnl`	Resolution- and throughput-enhanced spectroscopy using high-throughput computational slit. CoRR Farnoud Kazemzadeh, Alexander Wong
2016	—	`conf`	Robust Non-saliency Guided Watermarking. CRV Ahmed Gawish, Christian Scharfenberger, Hongbo Bi, Alexander Wong, Paul W. Fieguth, David A. Clausi
2016	B	`conf`	SAPPHIRE: Stochastically acquired photoplethysmogram for heart rate inference in realistic environments. ICIP Brendan Chwyl, Audrey G. Chung, Robert Amelard, Jason Deglint, David A. Clausi, Alexander Wong
2016	B	`conf`	Saliency-guided projection geometric correction using a projector-camera system. ICIP Ameneh Boroomand, Hicham Sekkati, Mark Lamm, David A. Clausi, Alexander Wong
2016	J	`jnl`	Salient Region Detection Using Self-Guided Statistical Non-Redundancy in Natural Images. IEEE Access Christian Scharfenberger, Audrey G. Chung, Alexander Wong, David A. Clausi
2016	J	`jnl`	Scene Invariant Crowd Segmentation and Counting Using Scale-Normalized Histogram of Moving Gradients (HoMG). CoRR Parthipan Siva, Mohammad Javad Shafiee, Mike Jamieson, Alexander Wong
2016	J	`jnl`	Sparse Reconstruction of Compressive Sensing Multi-Spectral Data Using an Inter-Spectral Multi-Layered Conditional Random Field Model. IEEE Access Edward Li, Mohammad Javad Shafiee, Farnoud Kazemzadeh, Alexander Wong
2016	J	`jnl`	Sparse reconstruction of compressive sensing MRI using cross-domain stochastically fully connected conditional random fields. BMC Medical Imaging Edward Li, Farzad Khalvati, Mohammad Javad Shafiee, Masoom A. Haider, Alexander Wong
2016	J	`jnl`	Spatial probabilistic pulsatility model for enhancing photoplethysmographic imaging systems. CoRR Robert Amelard, David A. Clausi, Alexander Wong
2016	B	`conf`	Spatio-temporal saliency detection using abstracted fully-connected graphical models. ICIP Amir-Hossein Karimi, Mohammad Javad Shafiee, Christian Scharfenberger, I. BenDaya, Shahid A. Haider, N. Talukdar, David A. Clausi, Alexander Wong
2016	J	`jnl`	StochasticNet: Forming Deep Neural Networks via Stochastic Connectivity. IEEE Access Mohammad Javad Shafiee, Parthipan Siva, Alexander Wong
2016	—	`conf`	TIGGER: A Texture-Illumination Guided Global Energy Response Model for Illumination Robust Object Saliency. CRV Sara Greenberg, Audrey G. Chung, Brendan Chwyl, Alexander Wong
2016	—	`conf`	Time-Frequency Domain Analysis via Pulselets for Non-contact Heart Rate Estimation from Remotely Acquired Photoplethysmograms. CRV Brendan Chwyl, Audrey G. Chung, Robert Amelard, Jason Deglint, David A. Clausi, Alexander Wong
2015	J	`jnl`	A Bayesian Residual Transform for Signal Processing. IEEE Access Alexander Wong, Xiaoyu Wang
2015	J	`jnl`	A Deep-Structured Fully Connected Random Field Model for Structured Inference. IEEE Access Alexander Wong, Mohammad Javad Shafiee, Parthipan Siva, Xiaoyu Wang
2015	J	`jnl`	A Deep-structured Conditional Random Field Model for Object Silhouette Tracking. CoRR Mohammad Javad Shafiee, Zohreh Azimifar, Alexander Wong
2015	A*	`conf`	A Probabilistic Covariate Shift Assumption for Domain Adaptation. AAAI Tameem Adel, Alexander Wong
2015	J	`jnl`	A Weakly Supervised Learning Approach based on Spectral Graph-Theoretic Grouping. CoRR Tameem Adel, Alexander Wong, Daniel W. Stashuk
2015	J	`jnl`	Apparent Ultra-High b-Value Diffusion-Weighted Image Reconstruction via Hidden Conditional Random Fields. IEEE Trans. Medical Imaging Mohammad Javad Shafiee, Shahid A. Haider, Alexander Wong, Dorothy Lui, Andrew Cameron, Ameen Modhafar, Paul W. Fieguth, Masoom A. Haider
2015	J	`jnl`	Automated prostate cancer detection via comprehensive multi-parametric magnetic resonance imaging texture feature models. BMC Medical Imaging Farzad Khalvati, Alexander Wong, Masoom A. Haider
2015	B	`conf`	DESIRe: Discontinuous energy seam carving for image retargeting via structural and textural energy functionals. ICIP Akshaya Kumar Mishra, Christian Scharfenberger, Parthipan Siva, Fan Li, Alexander Wong, David A. Clausi
2015	B	`conf`	DESIRe: Discontinuous energy seam carving for image retargeting via structural and textural energy functionals. ICIP Akshaya Kumar Mishra, Christian Scharfenberger, Parthipan Siva, Fan Li, Alexander Wong, David A. Clausi
2015	—	`conf`	Dense Depth Map Reconstruction from Sparse Measurements Using a Multilayer Conditional Random Field Model. CRV Francis Li, Edward Li, Mohammad Javad Shafiee, Alexander Wong, John S. Zelek
2015	J	`jnl`	Discovery Radiomics for Computed Tomography Cancer Detection. CoRR Devinder Kumar, Mohammad Javad Shafiee, Audrey G. Chung, Farzad Khalvati, Masoom A. Haider, Alexander Wong
2015	J	`jnl`	Discovery Radiomics for Multi-Parametric MRI Prostate Cancer Detection. CoRR Audrey G. Chung, Mohammad Javad Shafiee, Devinder Kumar, Farzad Khalvati, Masoom A. Haider, Alexander Wong
2015	J	`jnl`	Discovery Radiomics via StochasticNet Sequencers for Cancer Detection. CoRR Mohammad Javad Shafiee, Audrey G. Chung, Devinder Kumar, Farzad Khalvati, Masoom A. Haider, Alexander Wong
2015	J	`jnl`	Domain Adaptation and Transfer Learning in StochasticNets. CoRR Mohammad Javad Shafiee, Parthipan Siva, Paul W. Fieguth, Alexander Wong
2015	—	`conf`	Dual-stage correlated diffusion imaging. ISBI Alexander Wong, Farzad Khalvati, Masoom A. Haider
2015	J	`jnl`	Efficient Deep Feature Learning and Extraction via StochasticNets. CoRR Mohammad Javad Shafiee, Parthipan Siva, Paul W. Fieguth, Alexander Wong
2015	J	`jnl`	Feature Extraction for Hyperspectral Imagery via Ensemble Localized Manifold Learning. IEEE Geosci. Remote. Sens. Lett. Fan Li, Linlin Xu, Alexander Wong, David A. Clausi
2015	J	`jnl`	Forming A Random Field via Stochastic Cliques: From Random Graphs to Fully Connected Random Fields. CoRR Mohammad Javad Shafiee, Alexander Wong, Paul W. Fieguth
2015	B	`conf`	High dynamic range map estimation via fully connected random fields with stochastic cliques. ICIP F. Y. Li, Mohammad Javad Shafiee, Audrey G. Chung, Brendan Chwyl, Farnoud Kazemzadeh, Alexander Wong, John S. Zelek
2015	J	`jnl`	High-Level Intuitive Features (HLIFs) for Intuitive Skin Lesion Description. IEEE Trans. Biomed. Eng. Robert Amelard, Jeffrey Glaister, Alexander Wong, David A. Clausi
2015	J	`jnl`	Homotopic non-local regularized reconstruction from sparse positron emission tomography measurements. BMC Medical Imaging Alexander Wong, Chenyi Liu, Xiao Wang, Paul W. Fieguth, Hongxia Bie
2015	J	`jnl`	Hyperspectral Image Classification With Limited Labeled Training Samples Using Enhanced Ensemble Learning and Conditional Random Fields. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. Fan Li, Linlin Xu, Parthipan Siva, Alexander Wong, David A. Clausi
2015	J	`jnl`	Hyperspectral Image Denoising Using a Spatial-Spectral Monte Carlo Sampling Approach. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. Linlin Xu, Fan Li, Alexander Wong, David A. Clausi
2015	—	`conf`	Illumination Robust Facial Feature Detection via Decoupled Illumination and Texture Features. ICIAR Brendan Chwyl, Alexander Wong, David A. Clausi
2015	B	`conf`	Improved fine structure modeling via guided stochastic clique formation in fully connected conditional random fields. ICIP Mohammad Javad Shafiee, Audrey G. Chung, Alexander Wong, Paul W. Fieguth
2015	—	`conf`	Lung Nodule Classification Using Deep Features in CT Images. CRV Devinder Kumar, Alexander Wong, David A. Clausi
2015	J	`jnl`	Monte Carlo-based noise compensation in coil intensity corrected endorectal MRI. BMC Medical Imaging Dorothy Lui, Amen Modhafar, Masoom A. Haider, Alexander Wong
2015	J	`jnl`	Noise-Compensated, Bias-Corrected Diffusion Weighted Endorectal Magnetic Resonance Imaging via a Stochastically Fully-Connected Joint Conditional Random Field Model. CoRR Ameneh Boroomand, Mohammad Javad Shafiee, Farzad Khalvati, Masoom A. Haider, Alexander Wong
2015	J	`jnl`	Non-contact transmittance photoplethysmographic imaging (PPGI) for long-distance cardiovascular monitoring. CoRR Robert Amelard, Christian Scharfenberger, Farnoud Kazemzadeh, Kaylen J. Pfisterer, Bill S. Lin, Alexander Wong, David A. Clausi
2015	J	`jnl`	Numerical Demultiplexing of Color Image Sensor Measurements via Non-linear Random Forest Modeling. CoRR Jason Deglint, Farnoud Kazemzadeh, Daniel S. Cho, David A. Clausi, Alexander Wong
2015	—	`conf`	Oil spill candidate detection from SAR imagery using a thresholding-guided stochastic fully-connected conditional random field model. CVPR Workshops Linlin Xu, Mohammad Javad Shafiee, Alexander Wong, Fan Li, Lei Wang, David A. Clausi
2015	J	`jnl`	Optimized sampling distribution based on nonparametric learning for improved compressive sensing performance. J. Vis. Commun. Image Represent. Shimon Schwartz, Alexander Wong, David A. Clausi
2015	B	`conf`	PIRM: Fast background subtraction under sudden, local illumination changes via probabilistic illumination range modelling. ICIP Parthipan Siva, Mohammad Javad Shafiee, Francis Li, Alexander Wong
2015	J	`jnl`	Prostate Cancer Detection via a Quantitative Radiomics-Driven Conditional Random Field Framework. IEEE Access Audrey G. Chung, Farzad Khalvati, Mohammad Javad Shafiee, Masoom A. Haider, Alexander Wong
2015	J	`jnl`	QMCTLS: Quasi Monte Carlo Texture Likelihood Sampling for Despeckling of Complex Polarimetric SAR Images. IEEE Geosci. Remote. Sens. Lett. Fan Li, Linlin Xu, Alexander Wong, David A. Clausi
2015	—	`conf`	Quantitative features for computer-aided melanoma classification using spatial heterogeneity of eumelanin and pheomelanin concentrations. ISBI Daniel S. Cho, Shahid A. Haider, Robert Amelard, Alexander Wong, David A. Clausi
2015	—	`conf`	Restoration of block-transform compressed images via homotopic regularized sparse reconstruction. Visual Information Processing and Communication Jeffrey Glaister, Shahid A. Haider, Alexander Wong, David A. Clausi
2015	B	`conf`	Return of grid seams: A superpixel algorithm using discontinuous multi-functional energy seam carving. ICIP Parthipan Siva, Christian Scharfenberger, Ibrahim Ben Daya, Akshaya Kumar Mishra, Alexander Wong
2015	—	`conf`	Scalable multi-neighborhood learning for convolutional networks. MLSP Elnaz Barshan, Paul W. Fieguth, Alexander Wong
2015	—	`conf`	Simultaneous Scene Reconstruction and Auto-Calibration Using Constrained Iterative Closest Point for 3D Depth Sensor Array. CRV Meng Xi Zhu, Christian Scharfenberger, Alexander Wong, David A. Clausi
2015	—	`conf`	Single-click, semi-automatic lung nodule contouring using hierarchical conditional random fields. ISBI Shahid A. Haider, Mohammad Javad Shafiee, Audrey G. Chung, Farzad Khalvati, Anastasia Oikonomou, Alexander Wong, Masoom A. Haider
2015	J	`jnl`	Sparse Reconstruction of Compressive Sensing MRI using Cross-Domain Stochastically Fully Connected Conditional Random Fields. CoRR Edward Li, Farzad Khalvati, Mohammad Javad Shafiee, Masoom A. Haider, Alexander Wong
2015	—	`conf`	Specular Reflectance Suppression in Endoscopic Imagery via Stochastic Bayesian Estimation. ICIAR Brendan Chwyl, Audrey G. Chung, Alexander Wong, David A. Clausi
2015	—	`conf`	Statistical Textural Distinctiveness in Multi-Parametric Prostate MRI for Suspicious Region Detection. ICIAR Audrey G. Chung, Christian Scharfenberger, Farzad Khalvati, Alexander Wong, Masoom A. Haider
2015	—	`conf`	Stochastic color image segmentation using spatial constraints. I2MTC Dionicio Vasquez, Jacob Scharcanski, Alexander Wong
2015	J	`jnl`	StochasticNet: Forming Deep Neural Networks via Stochastic Connectivity. CoRR Mohammad Javad Shafiee, Parthipan Siva, Alexander Wong
2015	J	`jnl`	Structure-Guided Statistical Textural Distinctiveness for Salient Region Detection in Natural Images. IEEE Trans. Image Process. Christian Scharfenberger, Alexander Wong, David A. Clausi
2015	J	`jnl`	The Critical Few: Anticonformists at the Crossroads of Minority Opinion Survival and Collapse. J. Artif. Soc. Soc. Simul. Matthew Jarman, Andrzej Nowak, Wojciech Borkowski, David Serfass, Alexander Wong, Robin R. Vallacher
2015	B	`conf`	Tiger: A texture-illumination guided energy response model for illumination robust local saliency. ICIP Brendan Chwyl, Audrey G. Chung, F. Y. Li, Alexander Wong, David A. Clausi
2014	J	`jnl`	A deep-structured fully-connected random field model for structured inference. CoRR Alexander Wong, Mohammad Javad Shafiee, Parthipan Siva, Xiaoyu Wang
2014	C	`conf`	Combining rotation forests and adaboost for hyperspectral imagery classification using few labeled samples. IGARSS Fan Li, Alexander Wong, David A. Clausi
2014	C	`conf`	Comparative study of feature space projection methods for hyperspectral image classification. IGARSS Fan Li, Alexander Wong, David A. Clausi
2014	C	`conf`	Comparison of unsupervised segmentation methods for surficial materials mapping in Nunavut, Canada using RADARSAT-2 polarimetric, Landsat-7, and DEM data. IGARSS Fan Li, Alexander Wong, David A. Clausi
2014	J	`jnl`	Despeckling of Synthetic Aperture Radar Images Using Monte Carlo Texture Likelihood Sampling. IEEE Trans. Geosci. Remote. Sens. Jeffrey Glaister, Alexander Wong, David A. Clausi
2014	B	`conf`	Efficient Bayesian inference using fully connected conditional random fields with stochastic cliques. ICIP M. J. Shafiee, Alexander Wong, Parthipan Siva, Paul W. Fieguth
2014	J	`jnl`	Enhanced Decoupled Active Contour Using Structural and Textural Variation Energy Functionals. IEEE Trans. Image Process. Dorothy Lui, Christian Scharfenberger, Khalil Fergani, Alexander Wong, David A. Clausi
2014	—	`conf`	Enhanced classification of malignant melanoma lesions via the integration of physiological features from dermatological photographs. EMBC Shahid A. Haider, Daniel S. Cho, Robert Amelard, Alexander Wong, David A. Clausi
2014	—	`conf`	Grid Seams: A Fast Superpixel Algorithm for Real-Time Applications. CRV Parthipan Siva, Alexander Wong
2014	B	`conf`	Image saliency detection via multi-scale statistical non-redundancy modeling. ICIP Christian Scharfenberger, Aanchal Jain, Alexander Wong, Paul W. Fieguth
2014	J	`jnl`	K-P-Means: A Clustering Algorithm of K "Purified" Means for Hyperspectral Endmember Estimation. IEEE Geosci. Remote. Sens. Lett. Linlin Xu, Jonathan Li, Alexander Wong, Junhuan Peng
2014	J	`jnl`	Markov-chain Monte Carlo-based image reconstruction for streak artefact reduction on contrast-enhanced computed tomography. Comput. methods Biomech. Biomed. Eng. Imaging Vis. Daniel S. Cho, Alexander Wong, Jack P. Callaghan, Justin Yates, David A. Clausi
2014	J	`jnl`	Monte Carlo Bias Field Correction in Endorectal Diffusion Imaging. IEEE Trans. Biomed. Eng. Dorothy Lui, Amen Modhafar, Jeffrey Glaister, Alexander Wong, Masoom A. Haider
2014	—	`conf`	Multiparametric MRI prostate cancer analysis via a hybrid morphological-textural model. EMBC Andrew Cameron, Amen Modhafar, Farzad Khalvati, Dorothy Lui, Mohammad Javad Shafiee, Alexander Wong, Masoom A. Haider
2014	J	`jnl`	Multispectral Stereoscopic Imaging Device: Simultaneous Multiview Imaging From the Visible to the Near-Infrared. IEEE Trans. Instrum. Meas. Farnoud Kazemzadeh, Shahid A. Haider, Christian Scharfenberger, Alexander Wong, David A. Clausi
2014	J	`jnl`	Noise-compensated homotopic non-local regularized reconstruction for rapid retinal optical coherence tomography image acquisitions. BMC Medical Imaging Chenyi Liu, Alexander Wong, Paul W. Fieguth, Kostadinka K. Bizheva, Hongxia Bie
2014	—	`conf`	Physiological characterization of skin lesion using non-linear random forest regression model. EMBC Daniel S. Cho, Shahid A. Haider, Robert Amelard, Alexander Wong, David A. Clausi
2014	J	`jnl`	Sea Ice Surface Temperature Estimation Using MODIS and AMSR-E Data Within a Guided Variational Model Along the Labrador Coast. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. Katharine Andrea Scott, Edward Li, Alexander Wong
2014	J	`jnl`	Segmentation of Skin Lesions From Digital Images Using Joint Statistical Texture Distinctiveness. IEEE Trans. Biomed. Eng. Jeffrey Glaister, Alexander Wong, David A. Clausi
2014	—	`conf`	Semi-automatic Fisher-Tippett guided active contour for lumbar multifidus muscle segmentation. EMBC Dorothy Lui, Christian Scharfenberger, Diana E. De Carvalho, Jack P. Callaghan, Alexander Wong
2014	C	`conf`	URC: Unsupervised regional clustering of remote sensing imagery. IGARSS Parthipan Siva, Alexander Wong
2013	J	`jnl`	A Decoupled Approach to Illumination-Robust Optical Flow Estimation. IEEE Trans. Image Process. Abhishek Kumar, Frederick Tung, Alexander Wong, David A. Clausi
2013	—	`conf`	A novel 3D approach for the extraction of the wetting front in CT images of soil profiles. I2MTC Dionicio Vasquez, Jacob Scharcanski, Alexander Wong, Silvio Crestana
2013	C	`conf`	Continuous sea ice thickness estimation using a joint MODIS and AMSR-E guided variational model. IGARSS Alexander Wong, Katharine Andrea Scott, Edward Li, Robert Amelard
2013	J	`jnl`	Correlated diffusion imaging. BMC Medical Imaging Alexander Wong, Jeffrey Glaister, Andrew Cameron, Masoom A. Haider
2013	J	`jnl`	ETVOS: An Enhanced Total Variation Optimization Segmentation Approach for SAR Sea-Ice Image Segmentation. IEEE Trans. Geosci. Remote. Sens. Tae Jung Kwon, Jonathan Li, Alexander Wong
2013	J	`jnl`	Low-dose computed tomography via spatially adaptive Monte-Carlo reconstruction. Comput. Medical Imaging Graph. Dorothy Lui, Andrew Cameron, Amen Modhafar, Daniel S. Cho, Alexander Wong
2013	J	`jnl`	MSIM: Multistage Illumination Modeling of Dermatological Photographs for Illumination-Corrected Skin Lesion Analysis. IEEE Trans. Biomed. Eng. Jeffrey Glaister, Robert Amelard, Alexander Wong, David A. Clausi
2013	—	`conf`	Multi-scale stochastic color texture models for skin region segmentation and gesture detection. ICME Workshops R. S. Medeiros, Jacob Scharcanski, Alexander Wong
2013	Misc	`conf`	Natural scene segmentation based on a stochastic texture region merging approach. ICASSP R. S. Medeiros, Jacob Scharcanski, Alexander Wong
2013	—	`conf`	Polynomial self-similarity for object classification. ICME Workshops Frederick Tung, Alexander Wong
2013	J	`jnl`	Saliency-guided compressive sensing approach to efficient laser range measurement. J. Vis. Commun. Image Represent. Shimon Schwartz, Alexander Wong, David A. Clausi
2013	J	`jnl`	Sparse Reconstruction of Breast MRI Using Homotopic L IEEE Trans. Biomed. Eng. Alexander Wong, Akshaya Kumar Mishra, Paul W. Fieguth, David A. Clausi
2013	A*	`conf`	Statistical Textural Distinctiveness for Salient Region Detection in Natural Images. CVPR Christian Scharfenberger, Alexander Wong, Khalil Fergani, John S. Zelek, David A. Clausi
2013	C	`conf`	Unsupervised classification of agricultural land cover using polarimetric synthetic aperture radar via a sparse texture dictionary model. IGARSS Robert Amelard, Alexander Wong, David A. Clausi
2013	C	`conf`	Unsupervised classification of sea-ice using synthetic aperture radar via an adaptive texture sparsifying transform. IGARSS Robert Amelard, Alexander Wong, Fan Li, David A. Clausi
2012	J	`jnl`	A Bayesian Theoretic Approach to Multiscale Complex-Phase-Order Representations. IEEE Trans. Image Process. Alexander Wong
2012	—	`conf`	Difference of Circles Feature Detector. CRV Abdullah Hojaij, Adel H. Fakih, Alexander Wong, John S. Zelek
2012	—	`conf`	Extracting High-Level Intuitive Features (HLIF) for Classifying Skin Lesions Using Standard Camera Images. CRV Robert Amelard, Alexander Wong, David A. Clausi
2012	—	`conf`	Extracting morphological high-level intuitive features (HLIF) for enhancing skin lesion classification. EMBC Robert Amelard, Alexander Wong, David A. Clausi
2012	—	`conf`	Illumination correction in dermatological photographs using multi-stage illumination modeling for skin lesion analysis. EMBC Jeffrey Glaister, Alexander Wong, David A. Clausi
2012	J	`jnl`	Monte Carlo cluster refinement for noise robust image segmentation. J. Vis. Commun. Image Represent. Alexander Wong, Xiaoyu Wang
2012	J	`jnl`	Monte Carlo despeckling of transrectal ultrasound images of the prostate. Digit. Signal Process. Alexander Wong, Jacob Scharcanski
2012	—	`conf`	Multi-Scale Saliency-Guided Compressive Sensing Approach to Efficient Robotic Laser Range Measurements. CRV Shimon Schwartz, Alexander Wong, David A. Clausi
2012	B	`conf`	Multi-scale tensor vector field active contour. ICIP Abhishek Kumar, Alexander Wong, Paul W. Fieguth, David A. Clausi
2012	—	`conf`	Non-parametric Bayesian estimation of apparent diffusion coefficient from diffusion-weighted magnetic resonance imaging data. EMBC Andrew Cameron, Jeffrey Glaister, Alexander Wong, Masoom A. Haider
2012	—	`conf`	Perceptual Structure Distortion Ratio: An Image Quality Metric Based on Robust Measures of Complex Phase Order. CRV Alexander Wong
2012	—	`conf`	Quantitative investigative analysis of tumour separability in the prostate gland using ultra-high b-value computed diffusion imaging. EMBC Jeffrey Glaister, Andrew Cameron, Alexander Wong, Masoom A. Haider
2012	B	`conf`	Saliency detection via statistical non-redundancy. ICIP Aanchal Jain, Alexander Wong, Paul W. Fieguth
2012	—	`conf`	Saliency-guided compressive fluorescence microscopy. EMBC Shimon Schwartz, Alexander Wong, David A. Clausi
2011	C	`conf`	A Novel Hierarchical Model-Based Frame Rate Up-Conversion via Spatio-temporal Conditional Random Fields. ISM M. J. Shafiee, Zohreh Azimifar, Alexander Wong, Paul W. Fieguth
2011	—	`conf`	A novel approach to automated cell counting for studying human corneal epithelial cells. EMBC Namrata Bandekar, Alexander Wong, David A. Clausi, Maud Gorbet
2011	B	`conf`	A structure-guided conditional sampling model for video resolution enhancement. ICIP Ying Liu, Alexander Wong, Paul W. Fieguth
2011	J	`jnl`	Automatic Skin Lesion Segmentation via Iterative Stochastic Region Merging. IEEE Trans. Inf. Technol. Biomed. Alexander Wong, Jacob Scharcanski, Paul W. Fieguth
2011	C	`conf`	Comprehensive Analysis on the Effects of Noise Estimation Strategies on Image Noise Artifact Suppression Performance. ISM Angus Leigh, Alexander Wong, David A. Clausi, Paul W. Fieguth
2011	—	`conf`	Constrained Bayesian streak artifact reduction approach for contrast enhanced computed tomography imaging of the intervertebral disc. EMBC Alexander Wong
2011	J	`jnl`	Efficient Globally Optimal Registration of Remote Sensing Imagery via Quasi-Random Scale-Space Structural Correlation Energy Functional. IEEE Geosci. Remote. Sens. Lett. Wen Zhang, Alexander Wong, Akshaya Kumar Mishra, Paul W. Fieguth, David A. Clausi
2011	J	`jnl`	Enhanced Seam Carving via Integration of Energy Gradient Functionals. IEEE Signal Process. Lett. Michael Frankovich, Alexander Wong
2011	J	`jnl`	Fisher-Tippett Region-Merging Approach to Transrectal Ultrasound Prostate Lesion Segmentation. IEEE Trans. Inf. Technol. Biomed. Alexander Wong, Jacob Scharcanski
2011	C	`conf`	Hybrid Video Compression Using Selective Keyframe Identification and Patch-Based Super-Resolution. ISM Jeffrey Glaister, Calvin Chan, Michael Frankovich, Adrian Tang, Alexander Wong
2011	B	`conf`	Multi-scale 3D representation via volumetric quasi-random scale space. ICIP Akshaya Kumar Mishra, Alexander Wong, Paul W. Fieguth, David A. Clausi
2011	J	`jnl`	Quasi-Monte Carlo Estimation Approach for Denoising MRI Data Based on Regional Statistics. IEEE Trans. Biomed. Eng. Alexander Wong, Akshaya Kumar Mishra
2011	—	`conf`	Robust control point detection for aerial synthetic aperture radar via a logarithmic quasi-random scale space framework. CVPR Workshops Alexander Wong
2011	C	`conf`	Shot Boundary Detection Using Genetic Algorithm Optimization. ISM Calvin Chan, Alexander Wong
2011	J	`jnl`	Stochastic Medium Access for Cognitive Radio Ad Hoc Networks. IEEE J. Sel. Areas Commun. Xiaoyu Wang, Alexander Wong, Pin-Han Ho
2011	J	`jnl`	Stochastic image denoising based on Markov-chain Monte Carlo sampling. Signal Process. Alexander Wong, Akshaya Kumar Mishra, Wen Zhang, Paul W. Fieguth, David A. Clausi
2011	J	`jnl`	Synthesis of Remote Sensing Label Fields Using a Tree-Structured Hierarchical Model. IEEE Trans. Geosci. Remote. Sens. Ying Liu, Alexander Wong, Paul W. Fieguth
2011	B	`conf`	Tensor vector field based active contours. ICIP Abhishek Kumar, Alexander Wong, Akshaya Kumar Mishra, David A. Clausi, Paul W. Fieguth
2010	—	`conf`	A Bayesian Information Flow Approach to Image Segmentation. CRV Akshaya Kumar Mishra, Alexander Wong, David A. Clausi, Paul W. Fieguth
2010	C	`conf`	A new Bayesian source separation approach to blind decorrelation of SAR data. IGARSS Alexander Wong, Paul W. Fieguth
2010	J	`jnl`	AISIR: Automated inter-sensor/inter-band satellite image registration using robust complex wavelet feature representations. Pattern Recognit. Lett. Alexander Wong, David A. Clausi
2010	J	`jnl`	An adaptive Monte Carlo approach to phase-based multimodal image registration. IEEE Trans. Inf. Technol. Biomed. Alexander Wong
2010	J	`jnl`	CPOL: Complex phase order likelihood as a similarity measure for MR-CT registration. Medical Image Anal. Alexander Wong, David A. Clausi, Paul W. Fieguth
2010	J	`jnl`	Dynamically optimized spatiotemporal prioritization for spectrum sensing in cooperative cognitive radio. Wirel. Networks Xiaoyu Wang, Alexander Wong, Pin-Han Ho
2010	J	`jnl`	Enabling scalable spectral clustering for image segmentation. Pattern Recognit. Frederick Tung, Alexander Wong, David A. Clausi
2010	J	`jnl`	Extended Knowledge-Based Reasoning Approach to Spectrum Sensing for Cognitive Radio. IEEE Trans. Mob. Comput. Xiaoyu Wang, Alexander Wong, Pin-Han Ho
2010	J	`jnl`	Generalized Probabilistic Scale Space for Image Restoration. IEEE Trans. Image Process. Alexander Wong, Akshaya Kumar Mishra
2010	J	`jnl`	IceSynth II: Synthesis of SAR Sea-Ice Imagery Using Region-Based Posterior Sampling. IEEE Geosci. Remote. Sens. Lett. Alexander Wong, Peter Yu, Wen Zhang, David A. Clausi
2010	J	`jnl`	Interactive Modeling and Evaluation of Tumor Growth. J. Digit. Imaging Jacob Scharcanski, Luciano Silva da Silva, David Koff, Alexander Wong
2010	J	`jnl`	KPAC: A Kernel-Based Parametric Active Contour Method for Fast Image Segmentation. IEEE Signal Process. Lett. Akshaya Kumar Mishra, Alexander Wong
2010	—	`conf`	Mammogram Image Superresolution Based on Statistical Moment Analysis. CRV Alexander Wong, Akshaya Kumar Mishra, David A. Clausi, Paul W. Fieguth
2010	—	`—`	Probabilistic complex phase representation objective function for multimodal image registration. Alexander Wong
2010	—	`conf`	Quasi-Random Scale Space Approach to Robust Keypoint Extraction in High-Noise Environments. CRV Alexander Wong, Akshaya Kumar Mishra, David A. Clausi, Paul W. Fieguth
2010	J	`jnl`	Quasi-random nonlinear scale space. Pattern Recognit. Lett. Akshaya Kumar Mishra, Alexander Wong, David A. Clausi, Paul W. Fieguth
2010	C	`conf`	Remote sensing image synthesis. IGARSS Ying Liu, Alexander Wong, Paul W. Fieguth
2010	J	`jnl`	Spectrum Sensing in Cognitive Radio Using a Markov-Chain Monte-Carlo Scheme. IEEE Commun. Lett. Xiaoyu Wang, Alexander Wong, Pin-Han Ho
2009	—	`conf`	Adaptive Monte Carlo Retinex Method for Illumination and Reflectance Separation and Color Image Enhancement. CRV Alexander Wong, David A. Clausi, Paul W. Fieguth
2009	J	`jnl`	Alignment of Confocal Scanning Laser Ophthalmoscopy Photoreceptor Images at Different Polarizations Using Complex Phase Relationships. IEEE Trans. Biomed. Eng. Alexander Wong
2009	J	`jnl`	Fast phase-based registration of multimodal image data. Signal Process. Alexander Wong, Paul W. Fieguth
2009	—	`conf`	IceSynth: An Image Synthesis System for Sea-Ice Segmentation Evaluation. CRV Alexander Wong, Wen Zhang, David A. Clausi
2009	J	`jnl`	Intervertebral Disc Segmentation and Volumetric Reconstruction From Peripheral Quantitative Computed Tomography Imaging. IEEE Trans. Biomed. Eng. Alexander Wong, Akshaya Kumar Mishra, Justin Yates, Paul W. Fieguth, David A. Clausi, Jack P. Callaghan
2009	—	`conf`	JEDI: Adaptive Stochastic Estimation for Joint Enhancement and Despeckling of Images for SAR. CRV Wen Zhang, Alexander Wong, David A. Clausi
2009	J	`jnl`	Pecsi: a Practical Perceptually-Enhanced Compression Framework for Still Images. Int. J. Image Graph. Alexander Wong
2009	J	`jnl`	Phase-Adaptive Superresolution of Mammographic Images Using Complex Wavelets. IEEE Trans. Image Process. Alexander Wong, Jacob Scharcanski
2009	B	`conf`	Prioritized spectrum sensing in cognitive radio based on spatiotemporal statistical fusion. WCNC Xiaoyu Wang, Alexander Wong, Pin-Han Ho
2009	J	`jnl`	Robust Multimodal Registration Using Local Phase-Coherence Representations. J. Signal Process. Syst. Alexander Wong, Jeff Orchard
2009	—	`conf`	SEC: Stochastic Ensemble Consensus Approach to Unsupervised SAR Sea-Ice Segmentation. CRV Alexander Wong, David A. Clausi, Paul W. Fieguth
2009	—	`conf`	Stochastic Channel Prioritization for Spectrum Sensing in Cooperative Cognitive Radio. CCNC Xiaoyu Wang, Alexander Wong, Pin-Han Ho
2008	B	`conf`	A nonlocal-means approach to exemplar-based inpainting. ICIP Alexander Wong, Jeff Orchard
2008	B	`conf`	A perceptually adaptive approach to image denoising using anisotropic non-local means. ICIP Alexander Wong, Paul W. Fieguth, David A. Clausi
2008	—	`conf`	Adaptive Nonlinear Image Denoising and Restoration Using a Cooperative Bayesian Estimation Approach. ICVGIP Akshaya Kumar Mishra, Alexander Wong, David A. Clausi, Paul W. Fieguth
2008	J	`jnl`	Adaptive bilateral filtering of image signals using local phase characteristics. Signal Process. Alexander Wong
2008	—	`conf`	An Iterative Approach to Improved Local Phase Coherence Estimation. CRV Alexander Wong
2008	B	`conf`	An adaptive Monte Carlo approach to nonlinear image denoising. ICPR Alexander Wong, Akshaya Kumar Mishra, Paul W. Fieguth, David A. Clausi
2008	C	`conf`	Deblocking of Block-Transform Compressed Images Using Phase-Adaptive Shifted Thresholding. ISM Alexander Wong, William D. Bishop
2008	J	`jnl`	Efficient FFT-Accelerated Approach to Invariant Optical-LIDAR Registration. IEEE Trans. Geosci. Remote. Sens. Alexander Wong, Jeff Orchard
2008	—	`conf`	Efficient and Robust Approach to Simultaneous Non-Rigid Registration and Gamma Estimation in the Frequency Domain. IPCV Alexander Wong, William D. Bishop
2008	J	`jnl`	Efficient least squares fusion of MRI and CT images using a phase congruency model. Pattern Recognit. Lett. Alexander Wong, William D. Bishop
2008	B	`conf`	Efficient nonlocal-means denoising using the SVD. ICIP Jeff Orchard, Mehran Ebrahimi, Alexander Wong
2008	B	`conf`	Illumination invariant active contour-based segmentation using complex-valued wavelets. ICIP Alexander Wong
2008	B	`conf`	Phase-adaptive image signal fusion using complex-valued wavelets. ICPR Alexander Wong, David A. Clausi, Paul W. Fieguth
2008	C	`conf`	Robust Edge Detection Based on Non-local Contribution of Local Frequency Characteristics. ISM Alexander Wong, William D. Bishop
2008	—	`conf`	Robust Hough-Based Symbol Recognition Using Knowledge-Based Hierarchical Neural Networks. IPCV Alexander Wong, William D. Bishop
2008	B	`conf`	Simultaneous multi-modal registration of multiple images based on multi-dimensional joint phase moment distributions. ICPR Alexander Wong
2007	J	`jnl`	ARRSI: Automatic Registration of Remote-Sensing Images. IEEE Trans. Geosci. Remote. Sens. Alexander Wong, David A. Clausi
2007	—	`conf`	Adaptive large scale artifact reduction in edge-based image super-resolution. SIP Alexander Wong, William D. Bishop
2007	—	`conf`	Adaptive multiple texture approach to texture packing for 3D video games. Future Play Alexander Wong, Andrew A. Kennings
2007	—	`conf`	Backwards Compatible, Multi-Level Regions-of-Interest (ROI) Image Encryption Architecture with Biometric Authentication. SIGMAP Alexander Wong, William D. Bishop
2007	J	`jnl`	Practical Perceptually Adaptive Color Texture Map Compression for 3D Video Games. J. Game Dev. Alexander Wong, William D. Bishop
2007	—	`conf`	Robust Invariant Descriptor for Symbol-Based Image Recognition and Retrieval. ICSC Alexander Wong, William D. Bishop
2007	—	`conf`	Simultaneous Gamma Correction and Registration in the Frequency Domain. IPCV Alexander Wong, William D. Bishop
2006	A	`conf`	A Flexible Content-Based Approach to Adaptive Image Compression. ICME Alexander Wong, William D. Bishop
2006	C	`conf`	Adaptive Perceptual Degradation Based on Video Usage. ISM Alexander Wong, William D. Bishop
2006	—	`conf`	Efficient Multi-Modal Least-Squares Alignment of Medical Images Using Quasi-Orientation Maps. IPCV Alexander Wong, William D. Bishop, Jeff Orchard
2006	—	`conf`	Efficient and Robust Non-Rigid Least-Squares Rectification of Medical Images. IPCV Alexander Wong, Jeff Orchard
2006	—	`conf`	Expert Knowledge Based Automatic Regions-of-Interest (ROI) Selection in Scanned Documents for Digital Image Encryption. CRV Alexander Wong, William D. Bishop
2006	C	`conf`	Practical Content-Adaptive Subsampling for Image and Video Compression. ISM Alexander Wong, William D. Bishop
2004	—	`conf`	From Science to Start-Up - The VC Landscape for Emerging Technologies. ICMENS Alexander Wong