Sarah Ostadabbas

157 papers A* 4A 5B 4C 1Misc 5Journal 81Unranked 57

Year	Rank	Type	Title / Venue / Authors
2026	—	`conf`	AdSum: Two-Stream Audio-Visual Summarization for Automated Video Advertisement Clipping. MMM (1) Wen Xie, Yanjun Zhu, Gijs Overgoor, Yakov Bart, Agata Lapedriza Garcia, Sarah Ostadabbas
2026	J	`jnl`	HORNet: Task-Guided Frame Selection for Video Question Answering with Vision-Language Models. CoRR Xiangyu Bai, Bishoy Galoaa, Sarah Ostadabbas
2026	J	`jnl`	Motion-o: Trajectory-Grounded Video Reasoning. CoRR Bishoy Galoaa, Shayda Moezzi, Xiangyu Bai, Sarah Ostadabbas
2026	J	`jnl`	Structured Over Scale: Learning Spatial Reasoning from Educational Video. CoRR Bishoy Galoaa, Xiangyu Bai, Sarah Ostadabbas
2026	J	`jnl`	UniTrack: Differentiable Graph Representation Learning for Multi-Object Tracking. CoRR Bishoy Galoaa, Xiangyu Bai, Utsav Nandi, Sai Siddhartha Vivek Dhir Rangoju, Somaieh Amraee, Sarah Ostadabbas
2025	J	`jnl`	AdSum: Two-stream Audio-visual Summarization for Automated Video Advertisement Clipping. CoRR Wen Xie, Yanjun Zhu, Gijs Overgoor, Yakov Bart, Agata Lapedriza Garcia, Sarah Ostadabbas
2025	—	`conf`	Advancing Multi-Person Tracking for Autism Behavior Analysis: Challenges, Opportunities, and Future Directions in Clinical Settings. WACV (Workshops) Somaieh Amraee, Eva Blanco-Mallo, Deniz Erdogmus, Aston McCullough, Matthew S. Goodwin, Sarah Ostadabbas
2025	J	`jnl`	Broadening View Synthesis of Dynamic Scenes from Constrained Monocular Videos. CoRR Le Jiang, Shaotong Zhu, Yedi Luo, Shayda Moezzi, Sarah Ostadabbas
2025	—	`conf`	Classification of Infant Sleep-Wake States from Natural Overnight In-Crib Sleep Videos. WACV (Workshops) Shayda Moezzi, Michael Wan, Sai Kumar Reddy Manne, Amal Mathew, Shaotong Zhu, Bishoy Galoaa, Elaheh Hatamimajoumerd, Emma C. Grace, Cassandra B. Rowan, Emily Zimmerman, Briana J. Taylor, Marie J. Hayes, Sarah Ostadabbas
2025	A	`conf`	DragonTrack: Transformer-Enhanced Graphical Multi-Person Tracking in Complex Scenarios. WACV Bishoy Galoaa, Somaieh Amraee, Sarah Ostadabbas
2025	A*	`conf`	Dual-Conditioned Temporal Diffusion Modeling for Driving Scene Generation. ICRA Xiangyu Bai, Yedi Luo, Le Jiang, Sarah Ostadabbas
2025	J	`jnl`	Heuristic Weakly Supervised 3D Human Pose Estimation. Comput. Vis. Media Shuangjun Liu, Michael Wan, Sarah Ostadabbas
2025	A	`conf`	Infant Action Generative Modeling. WACV Xiaofei Huang, Elaheh Hatamimajoumerd, Amal Mathew, Sarah Ostadabbas
2025	J	`jnl`	K-Track: Kalman-Enhanced Tracking for Accelerating Deep Point Trackers on Edge Devices. CoRR Bishoy Galoaa, Pau Closas, Sarah Ostadabbas
2025	J	`jnl`	Lang2Motion: Bridging Language and Motion through Joint Embedding Spaces. CoRR Bishoy Galoaa, Xiangyu Bai, Sarah Ostadabbas
2025	J	`jnl`	Learning Multimodal AI Algorithms for Amplifying Limited User Input into High-dimensional Control Space. CoRR Ali Rabiee, Sima Ghafoori, MH Farhadi, Robert Beyer, Xiangyu Bai, David J. Lin, Sarah Ostadabbas, Reza Abiri
2025	J	`jnl`	Look Around and Pay Attention: Multi-camera Point Tracking Reimagined with Transformers. CoRR Bishoy Galoaa, Xiangyu Bai, Shayda Moezzi, Utsav Nandi, Sai Siddhartha Vivek Dhir Rangoju, Somaieh Amraee, Sarah Ostadabbas
2025	J	`jnl`	MoReGen: Multi-Agent Motion-Reasoning Engine for Code-based Text-to-Video Synthesis. CoRR Xiangyu Bai, He Liang, Bishoy Galoaa, Utsav Nandi, Shayda Moezzi, Yuhang He, Sarah Ostadabbas
2025	A*	`conf`	More Than Meets the Eye: Enhancing Multi-Object Tracking Even with Prolonged Occlusions. ICML Bishoy Galoaa, Somaieh Amraee, Sarah Ostadabbas
2025	J	`jnl`	Overcoming Small Data Limitations in Video-Based Infant Respiration Estimation. CoRR Liyang Song, Hardik Bishnoi, Sai Kumar Reddy Manne, Sarah Ostadabbas, Briana J. Taylor, Michael Wan
2025	J	`jnl`	Special issue 1251 editorial: computer vision with small data: a focus on human and animals transforming computer vision into equitable and impactful AI. Multim. Tools Appl. Sarah Ostadabbas, Somaieh Amraee, Elaheh Hatamimajoumerd, Michael Wan
2025	J	`jnl`	Track and Caption Any Motion: Query-Free Motion Discovery and Description in Videos. CoRR Bishoy Galoaa, Sarah Ostadabbas
2024	Misc	`conf`	ArticuMotion: Towards Assessing Motor Speech Disorders via Gamification. IDC Ghada Alsebayel, Mahsa Nasri, Caleb P. Myers, Giovanni Maria Troiano, Elaheh Hatamimajoumerd, Sarah Ostadabbas, Kristen Allison, Casper Harteveld
2024	—	`conf`	Challenges in Video-Based Infant Action Recognition: A Critical Examination of the State of the Art. WACV (Workshops) Elaheh Hatamimajoumerd, Pooria Daneshvar Kakhaki, Xiaofei Huang, Lingfei Luan, Somaieh Amraee, Sarah Ostadabbas
2024	B	`conf`	CribNet: Enhancing Infant Safety in Cribs Through Vision-Based Hazard Detection. FG Shaotong Zhu, Amal Mathew, Elaheh Hatamimajoumerd, Michael Wan, Briana Taylor, Rajagopal Venkatesaramani, Sarah Ostadabbas
2024	—	`conf`	Multimodal Drivers of Attention Interruption to Baby Product Video Ads. ICPR (28) Wen Xie, Lingfei Luan, Yanjun Zhu, Yakov Bart, Sarah Ostadabbas
2024	—	`conf`	Multiple Toddler Tracking in Indoor Videos. WACV (Workshops) Somaieh Amraee, Bishoy Galoaa, Matthew S. Goodwin, Elaheh Hatamimajoumerd, Sarah Ostadabbas
2024	J	`jnl`	STREAMS: An Assistive Multimodal AI Framework for Empowering Biosignal Based Robotic Controls. CoRR Ali Rabiee, Sima Ghafoori, Xiangyu Bai, Sarah Ostadabbas, Reza Abiri
2024	J	`jnl`	Subtle signals: Video-based detection of infant non-nutritive sucking as a neurodevelopmental cue. Comput. Vis. Image Underst. Shaotong Zhu, Michael Wan, Sai Kumar Reddy Manne, Elaheh Hatamimajoumerd, Marie J. Hayes, Emily Zimmerman, Sarah Ostadabbas
2024	J	`jnl`	fNIRSNET: A multi-view spatio-temporal convolutional neural network fusion for functional near-infrared spectroscopy-based auditory event classification. Eng. Appl. Artif. Intell. Pankaj Pandey, John McLinden, Neela Rahimi, Chetan Kumar, Ming Shao, Kevin M. Spencer, Sarah Ostadabbas, Yalda Shahriari
2023	—	`conf`	A Video-Based End-to-end Pipeline for Non-nutritive Sucking Action Recognition and Segmentation in Young Infants. MICCAI (2) Shaotong Zhu, Michael Wan, Elaheh Hatamimajoumerd, Kashish Jain, Samuel Zlota, Cholpady Vikram Kamath, Cassandra B. Rowan, Emma C. Grace, Matthew S. Goodwin, Marie J. Hayes, Rebecca A. Schwartz-Mette, Emily Zimmerman, Sarah Ostadabbas
2023	J	`jnl`	A Video-based End-to-end Pipeline for Non-nutritive Sucking Action Recognition and Segmentation in Young Infants. CoRR Shaotong Zhu, Michael Wan, Elaheh Hatamimajoumerd, Kashish Jain, Samuel Zlota, Cholpady Vikram Kamath, Cassandra B. Rowan, Emma C. Grace, Matthew S. Goodwin, Marie J. Hayes, Rebecca A. Schwartz-Mette, Emily Zimmerman, Sarah Ostadabbas
2023	J	`jnl`	A dynamical graph-based feature extraction approach to enhance mental task classification in brain-computer interfaces. Comput. Biol. Medicine Shaotong Zhu, Sarah M. Ismail Hosni, Xiaofei Huang, Michael Wan, Seyyed Bahram Borgheai, John McLinden, Yalda Shahriari, Sarah Ostadabbas
2023	Misc	`conf`	An Evaluation Platform to Scope Performance of Synthetic Environments in Autonomous Ground Vehicles Simulation. ICASSP Xiangyu Bai, Le Jiang, Yedi Luo, Aniket Gupta, Pushyami Kaveti, Hanumant Singh, Sarah Ostadabbas
2023	B	`conf`	Automatic Assessment of Infant Face and Upper-Body Symmetry as Early Signs of Torticollis. FG Michael Wan, Xiaofei Huang, Bethany Tunik, Sarah Ostadabbas
2023	—	`conf`	Automatic Infant Respiration Estimation from Video: A Deep Flow-Based Algorithm and a Novel Public Benchmark. PIPPI@MICCAI Sai Kumar Reddy Manne, Shaotong Zhu, Sarah Ostadabbas, Michael Wan
2023	J	`jnl`	Automatic Infant Respiration Estimation from Video: A Deep Flow-based Algorithm and a Novel Public Benchmark. CoRR Sai Kumar Reddy Manne, Shaotong Zhu, Sarah Ostadabbas, Michael Wan
2023	J	`jnl`	Bridging the Domain Gap between Synthetic and Real-World Data for Autonomous Driving. CoRR Xiangyu Bai, Yedi Luo, Le Jiang, Aniket Gupta, Pushyami Kaveti, Hanumant Singh, Sarah Ostadabbas
2023	J	`jnl`	Camera-Based Short Physical Performance Battery and Timed Up and Go Assessment for Older Adults With Cancer. IEEE Trans. Biomed. Eng. Larry Duncan, Shaotong Zhu, Mackenzi Pergolotti, Smith Giri, Hoda Salsabili, Miad Faezipour, Sarah Ostadabbas, S. Abdollah Mirbozorgi
2023	J	`jnl`	Challenges in Video-Based Infant Action Recognition: A Critical Examination of the State of the Art. CoRR Elaheh Hatamimajoumerd, Pooria Daneshvar Kakhaki, Xiaofei Huang, Lingfei Luan, Somaieh Amraee, Sarah Ostadabbas
2023	A	`conf`	Computer Vision to the Rescue: Infant Postural Symmetry Estimation from Incongruent Annotations. WACV Xiaofei Huang, Michael Wan, Lingfei Luan, Bethany Tunik, Sarah Ostadabbas
2023	J	`jnl`	Multiple Toddler Tracking in Indoor Videos. CoRR Somaieh Amraee, Bishoy Galoaa, Matthew S. Goodwin, Elaheh Hatamimajoumerd, Sarah Ostadabbas
2023	—	`conf`	Posture-based Infant Action Recognition in the Wild with Very Limited Data. CVPR Workshops Xiaofei Huang, Lingfei Luan, Elaheh Hatamimajoumerd, Michael Wan, Pooria Daneshvar Kakhaki, Rita Obeid, Sarah Ostadabbas
2023	J	`jnl`	Pressure eye: In-bed contact pressure estimation via contact-less imaging. Medical Image Anal. Shuangjun Liu, Sarah Ostadabbas
2023	J	`jnl`	SPAC-Net: Synthetic Pose-aware Animal ControlNet for Enhanced Pose Estimation. CoRR Le Jiang, Sarah Ostadabbas
2023	J	`jnl`	Simultaneously-Collected Multimodal Lying Pose Dataset: Enabling In-Bed Human Pose Monitoring. IEEE Trans. Pattern Anal. Mach. Intell. Shuangjun Liu, Xiaofei Huang, Nihang Fu, Cheng Li, Zhongnan Su, Sarah Ostadabbas
2023	J	`jnl`	Subtle Signals: Video-based Detection of Infant Non-nutritive Sucking as a Neurodevelopmental Cue. CoRR Shaotong Zhu, Michael Wan, Sai Kumar Reddy Manne, Emily Zimmerman, Sarah Ostadabbas
2023	A	`conf`	Temporal-controlled Frame Swap for Generating High-Fidelity Stereo Driving Data for Autonomy Analysis. BMVC Yedi Luo, Xiangyu Bai, Le Jiang, Aniket Gupta, Eric Mortin, Hanumant Singh, Sarah Ostadabbas
2023	J	`jnl`	Temporal-controlled Frame Swap for Generating High-Fidelity Stereo Driving Data for Autonomy Analysis. CoRR Yedi Luo, Xiangyu Bai, Le Jiang, Aniket Gupta, Eric Mortin, Hanumant Singh, Sarah Ostadabbas
2023	J	`jnl`	Toward a Smart Sensing System to Monitor Small Animal's Physical State via Multi-Frequency Resonator Array. IEEE Trans. Biomed. Circuits Syst. Reepa Saha, Le Jiang, Hoda Salsabili, Miad Faezipour, Sarah Ostadabbas, Ben Larimer, S. Abdollah Mirbozorgi
2023	—	`conf`	Vision-Based Treatment Localization with Limited Data: Automated Documentation of Military Emergency Medical Procedures. ICCV (Workshops) Trevor Powers, Elaheh Hatamimajoumerd, William Chu, Vishakk Rajendran, Rishi Shah, Frank Diabour, Marc Vaillant, Richard Fletcher, Sarah Ostadabbas
2022	J	`jnl`	A Computational Neural Model for Mapping Degenerate Neural Architectures. Neuroinformatics Zulqarnain Khan, Yiyu Wang, Eli Sennesh, Jennifer G. Dy, Sarah Ostadabbas, Jan-Willem van de Meent, J. Benjamin Hutchinson, Ajay B. Satpute
2022	J	`jnl`	A Graph-Based Nonlinear Dynamic Characterization of Motor Imagery Toward an Enhanced Hybrid BCI. Neuroinformatics Sarah M. Ismail Hosni, Seyyed Bahram Borgheai, John McLinden, Shaotong Zhu, Xiaofei Huang, Sarah Ostadabbas, Yalda Shahriari
2022	J	`jnl`	Adapted human pose: monocular 3D human pose estimation with zero real 3D pose data. Appl. Intell. Shuangjun Liu, Naveen Sehgal, Sarah Ostadabbas
2022	J	`jnl`	Animal pose estimation: A closer look at the state-of-the-art, existing gaps and opportunities. Comput. Vis. Image Underst. Le Jiang, Caleb Lee, Divyang Teotia, Sarah Ostadabbas
2022	—	`conf`	Appearance-Independent Pose-Based Posture Classification in Infants. ICPR Workshops (1) Xiaofei Huang, Shuangjun Liu, Michael Wan, Nihang Fu, David Li Pino, Bharath R. Modayur, Sarah Ostadabbas
2022	J	`jnl`	Automatic Assessment of Infant Face and Upper-Body Symmetry as Early Signs of Torticollis. CoRR Michael Wan, Xiaofei Huang, Bethany Tunik, Sarah Ostadabbas
2022	J	`jnl`	Computer Vision to the Rescue: Infant Postural Symmetry Estimation from Incongruent Annotations. CoRR Xiaofei Huang, Michael Wan, Lingfei Luan, Bethany Tunik, Sarah Ostadabbas
2022	J	`jnl`	Dynamical Deep Generative Latent Modeling of 3D Skeletal Motion. Int. J. Comput. Vis. Amirreza Farnoosh, Sarah Ostadabbas
2022	B	`conf`	InfAnFace: Bridging the Infant-Adult Domain Gap in Facial Landmark Estimation in the Wild. ICPR Michael Wan, Shaotong Zhu, Lingfei Luan, Prateek Gulati, Xiaofei Huang, Rebecca Schwartz-Mette, Marie Hayes, Emily Zimmerman, Sarah Ostadabbas
2022	J	`jnl`	Interpreting Face Inference Models Using Hierarchical Network Dissection. Int. J. Comput. Vis. Divyang Teotia, Àgata Lapedriza, Sarah Ostadabbas
2022	J	`jnl`	Live Stream Temporally Embedded 3D Human Body Pose and Shape Estimation. CoRR Zhouping Wang, Sarah Ostadabbas
2022	J	`jnl`	Pressure Eye: In-bed Contact Pressure Estimation via Contact-less Imaging. CoRR Shuangjun Liu, Sarah Ostadabbas
2022	A	`conf`	Prior-Aware Synthetic Data to the Rescue: Animal Pose Estimation with Very Limited Real Data. BMVC Le Jiang, Shuangjun Liu, Xiangyu Bai, Sarah Ostadabbas
2022	J	`jnl`	Prior-Aware Synthetic Data to the Rescue: Animal Pose Estimation with Very Limited Real Data. CoRR Le Jiang, Shuangjun Liu, Xiangyu Bai, Sarah Ostadabbas
2022	—	`conf`	Privacy-Preserving In-Bed Pose and Posture Tracking on Edge. EMBC Cholpady Vikram Kamath, Shuangjun Liu, Sarah Ostadabbas
2022	J	`jnl`	Privacy-Preserving in-Bed Human Pose Estimation: Highlights from the IEEE Video and Image Processing Cup 2021 Student Competition [SP Competitions]. IEEE Signal Process. Mag. Shuangjun Liu, Xiaofei Huang, Lucio Marcenaro, Sarah Ostadabbas
2022	—	`conf`	Using Neurofeedback from Steady-State Visual Evoked Potentials to Target Affect-Biased Attention in Augmented Reality. EMBC Xiaofei Huang, Jennifer Mak, Anna Wears, Rebecca B. Price, Murat Akçakaya, Sarah Ostadabbas, Mary L. Woody
2021	J	`jnl`	A Bayesian Dynamical Approach for Human Action Recognition. Sensors Amirreza Farnoosh, Zhouping Wang, Shaotong Zhu, Sarah Ostadabbas
2021	—	`conf`	A Graph-Based Dynamical Characterization and Inference in Hybrid BCIs. ACSCC Sarah M. Ismail Hosni, Seyyed Bahram Borgheai, John McLinden, Shaotong Zhu, Sarah Ostadabbas, Yalda Shahriari
2021	—	`conf`	A Graph-Based Feature Extraction Algorithm Towards a Robust Data Fusion Framework for Brain-Computer Interfaces. EMBC Shaotong Zhu, Sarah M. Ismail Hosni, Xiaofei Huang, Seyyed Bahram Borgheai, John McLinden, Yalda Shahriari, Sarah Ostadabbas
2021	J	`jnl`	A Review on Human Pose Estimation. CoRR Rohit Josyula, Sarah Ostadabbas
2021	—	`conf`	A Wearable Walking Gait Speed-Sensing Device using Frequency Bifurcations of Multi-Resonator Inductive Link. EMBC Xinlei Yang, Le Jiang, Smith Giri, Sarah Ostadabbas, S. Abdollah Mirbozorgi
2021	J	`jnl`	A cross-disciplinary comparison of multimodal data fusion approaches and applications: Accelerating learning through trans-disciplinary information sharing. Expert Syst. Appl. Rohit Bokade, Alfred Navato, Ruilin Ouyang, Xiaoning Jin, Chun-An Chou, Sarah Ostadabbas, Amy Mueller
2021	J	`jnl`	Adapted Human Pose: Monocular 3D Human Pose Estimation with Zero Real 3D Pose Data. CoRR Shuangjun Liu, Naveen Sehgal, Sarah Ostadabbas
2021	—	`conf`	An Efficient 3D Synthetic Model Generation Pipeline for Human Pose Data Augmentation. CVPR Workshops Kathan Vyas, Le Jiang, Shuangjun Liu, Sarah Ostadabbas
2021	—	`conf`	Camera-Based Human Gait Speed Monitoring and Tracking for Performance Assessment of Elderly Patients with Cancer. EMBC Larry Duncan, Prateek Gulati, Smith Giri, Sarah Ostadabbas, S. Abdollah Mirbozorgi
2021	A*	`conf`	Deep Markov Factor Analysis: Towards Concurrent Temporal and Spatial Analysis of fMRI Data. NeurIPS Amirreza Farnoosh, Sarah Ostadabbas
2021	A*	`conf`	Deep Switching Auto-Regressive Factorization: Application to Time Series Forecasting. AAAI Amirreza Farnoosh, Bahar Azari, Sarah Ostadabbas
2021	J	`jnl`	Dynamical Deep Generative Latent Modeling of 3D Skeletal Motion. CoRR Amirreza Farnoosh, Sarah Ostadabbas
2021	—	`conf`	Fine-tuning and Personalization of EEG-based Neglect Detection in Stroke Patients. EMBC Deniz Kocanaogullari, Xiaofei Huang, Jennifer Mak, Minmei Shih, Elizabeth Skidmore, George F. Wittenberg, Sarah Ostadabbas, Murat Akçakaya
2021	—	`conf`	Graph-based Recurrence Quantification Analysis of EEG Spectral Dynamics for Motor Imagery-based BCIs. EMBC Sarah M. Ismail Hosni, Seyyed Bahram Borgheai, John McLinden, Shaotong Zhu, Xiaofei Huang, Sarah Ostadabbas, Yalda Shahriari
2021	J	`jnl`	Heuristic Weakly Supervised 3D Human Pose Estimation in Novel Contexts without Any 3D Pose Ground Truth. CoRR Shuangjun Liu, Xiaofei Huang, Nihang Fu, Sarah Ostadabbas
2021	J	`jnl`	InfAnFace: Bridging the infant-adult domain gap in facial landmark estimation in the wild. CoRR Michael Wan, Shaotong Zhu, Prateek Gulati, Lingfei Luan, Xiaofei Huang, Rebecca Schwartz-Mette, Marie Hayes, Emily Zimmerman, Sarah Ostadabbas
2021	J	`jnl`	Interpreting Face Inference Models using Hierarchical Network Dissection. CoRR Divyang Teotia, Àgata Lapedriza, Sarah Ostadabbas
2021	B	`conf`	Invariant Representation Learning for Infant Pose Estimation with Small Data. FG Xiaofei Huang, Nihang Fu, Shuangjun Liu, Sarah Ostadabbas
2020	—	`conf`	Additional Value of Augmenting Current Subscales in Braden Scale with Advanced Machine Learning Technique for Pressure Injury Risk Assessment. BIBM Kathan Vyas, Ali Samadani, Mladen Milosevic, Sarah Ostadabbas, Saman Parvaneh
2020	J	`jnl`	Analysis of multimodal physiological signals within and between individuals to predict psychological challenge vs. threat. Expert Syst. Appl. Aya Khalaf, Mohsen Nabian, Miaolin Fan, Yu Yin, Jolie B. Wormwood, Erika Siegel, Karen S. Quigley, Lisa Feldman Barrett, Murat Akçakaya, Chun-An Chou, Sarah Ostadabbas
2020	J	`jnl`	Deep Markov Spatio-Temporal Factorization. CoRR Amirreza Farnoosh, Behnaz Rezaei, Eli Zachary Sennesh, Zulqarnain Khan, Jennifer G. Dy, Ajay B. Satpute, J. Benjamin Hutchinson, Jan-Willem van de Meent, Sarah Ostadabbas
2020	J	`jnl`	Deep Switching Auto-Regressive Factorization: Application to Time Series Forecasting. CoRR Amirreza Farnoosh, Bahar Azari, Sarah Ostadabbas
2020	—	`conf`	DeepPBM: Deep Probabilistic Background Model Estimation from Video Sequences. ICPR Workshops (2) Behnaz Rezaei, Amirreza Farnoosh, Sarah Ostadabbas
2020	J	`jnl`	Development of use-specific high-performance cyber-nanomaterial optical detectors by effective choice of machine learning algorithms. Mach. Learn. Sci. Technol. Davoud Hejazi, Shuangjun Liu, Amirreza Farnoosh, Sarah Ostadabbas, Swastik Kar
2020	—	`conf`	EEG-based Neglect Detection for Stroke Patients. EMBC Deniz Kocanaogullari, Jennifer Mak, Jessica Kersey, Aya Khalaf, Sarah Ostadabbas, George F. Wittenberg, Elizabeth Skidmore, Murat Akçakaya
2020	—	`conf`	G-LBM: Generative Low-Dimensional Background Model Estimation from Video Sequences. ECCV (12) Behnaz Rezaei, Amirreza Farnoosh, Sarah Ostadabbas
2020	J	`jnl`	G-LBM: Generative Low-dimensional Background Model Estimation from Video Sequences. CoRR Behnaz Rezaei, Amirreza Farnoosh, Sarah Ostadabbas
2020	J	`jnl`	Infant Pose Learning with Small Data. CoRR Xiaofei Huang, Nihang Fu, Sarah Ostadabbas
2020	J	`jnl`	Simultaneously-Collected Multimodal Lying Pose Dataset: Towards In-Bed Human Pose Monitoring under Adverse Vision Conditions. CoRR Shuangjun Liu, Xiaofei Huang, Nihang Fu, Cheng Li, Zhongnan Su, Sarah Ostadabbas
2019	—	`conf`	AH-CoLT: an AI-Human Co-Labeling Toolbox to Augment Efficient Groundtruth Generation. MLSP Xiaofei Huang, Behnaz Rezaei, Sarah Ostadabbas
2019	J	`jnl`	DeepPBM: Deep Probabilistic Background Model Estimation from Video Sequences. CoRR Amirreza Farnoosh, Behnaz Rezaei, Sarah Ostadabbas
2019	J	`jnl`	Development of Use-specific High Performance Cyber-Nanomaterial Optical Detectors by Effective Choice of Machine Learning Algorithms. CoRR Davoud Hejazi, Shuangjun Liu, Amirreza Farnoosh, Sarah Ostadabbas, Swastik Kar
2019	—	`conf`	Infant Contact-less Non-Nutritive Sucking Pattern Quantification via Facial Gesture Analysis. CVPR Workshops Xiaofei Huang, Alaina Martens, Emily Zimmerman, Sarah Ostadabbas
2019	J	`jnl`	Infant Contact-less Non-Nutritive Sucking Pattern Quantification via Facial Gesture Analysis. CoRR Xiaofei Huang, Alaina Martens, Emily Zimmerman, Sarah Ostadabbas
2019	—	`conf`	Multimodal Evaluation of Mental Workload Using a Hybrid EEGfNIRS Brain-Computer Interface System NER Seyyed Bahram Borgheai, R. J. Deligani, John McLinden, Mohammadreza Abtahi, Sarah Ostadabbas, Kunal Mankodiya, Yalda Shahriari
2019	—	`conf`	Recognition Of Atypical Behavior In Autism Diagnosis From Video Using Pose Estimation Over Time. MLSP Kathan Vyas, Rui Ma, Behnaz Rezaei, Shuangjun Liu, Michael Neubauer, Thomas Ploetz, Ronald Oberleitner, Sarah Ostadabbas
2019	J	`jnl`	Seeing Under the Cover: A Physics Guided Learning Approach for In-Bed Pose Estimation. CoRR Shuangjun Liu, Sarah Ostadabbas
2019	—	`conf`	Seeing Under the Cover: A Physics Guided Learning Approach for In-bed Pose Estimation. MICCAI (1) Shuangjun Liu, Sarah Ostadabbas
2019	J	`jnl`	Target-Specific Action Classification for Automated Assessment of Human Motor Behavior from Video. CoRR Behnaz Rezaei, Yiorgos Christakis, Bryan Ho, Kevin Thomas, Kelley Erb, Sarah Ostadabbas, Shyamal Patel
2019	J	`jnl`	Target-Specific Action Classification for Automated Assessment of Human Motor Behavior from Video. Sensors Behnaz Rezaei, Yiorgos Christakis, Bryan Ho, Kevin Thomas, Kelley Erb, Sarah Ostadabbas, Shyamal Patel
2018	J	`jnl`	A Semi-Supervised Data Augmentation Approach using 3D Graphical Engines. CoRR Shuangjun Liu, Sarah Ostadabbas
2018	—	`conf`	A Semi-supervised Data Augmentation Approach Using 3D Graphical Engines. ECCV Workshops (2) Shuangjun Liu, Sarah Ostadabbas
2018	—	`conf`	Facial Expression and Peripheral Physiology Fusion to Decode Individualized Affective Experience. AffComp@IJCAI Yu Yin, Mohsen Nabian, Sarah Ostadabbas
2018	J	`jnl`	Facial Expression and Peripheral Physiology Fusion to Decode Individualized Affective Experience. CoRR Yu Yin, Mohsen Nabian, Miaolin Fan, Chun-An Chou, Maria Gendron, Sarah Ostadabbas
2018	—	`conf`	First-person indoor navigation via vision-inertial data fusion. PLANS Amirreza Farnoosh, Mohsen Nabian, Pau Closas, Sarah Ostadabbas
2018	J	`jnl`	Indoor GeoNet: Weakly Supervised Hybrid Learning for Depth and Pose Estimation. CoRR Amirreza Farnoosh, Sarah Ostadabbas
2018	—	`conf`	Inner Space Preserving Generative Pose Machine. ECCV (1) Shuangjun Liu, Sarah Ostadabbas
2018	J	`jnl`	Inner Space Preserving Generative Pose Machine. CoRR Shuangjun Liu, Sarah Ostadabbas
2018	J	`jnl`	MMDF2018 Workshop Report. CoRR Chun-An Chou, Xiaoning Jin, Amy Mueller, Sarah Ostadabbas
2018	J	`jnl`	Moving Object Detection Through Robust Matrix Completion Augmented With Objectness. IEEE J. Sel. Top. Signal Process. Behnaz Rezaei, Sarah Ostadabbas
2018	J	`jnl`	The Emotional Voices Database: Towards Controlling the Emotion Dimension in Voice Generation Systems. CoRR Adaeze Adigwe, Noé Tits, Kevin El Haddad, Sarah Ostadabbas, Thierry Dutoit
2017	—	`conf`	A Vision-Based System for In-Bed Posture Tracking. ICCV Workshops Shuangjun Liu, Sarah Ostadabbas
2017	—	`conf`	A pressure map dataset for posture and subject analytics. BHI Maziyar Baran Pouyan, Javad Birjandtalab, Mehrdad Heydarzadeh, Mehrdad Nourani, Sarah Ostadabbas
2017	—	`conf`	Background Subtraction via Fast Robust Matrix Completion. ICCV Workshops Behnaz Rezaei, Sarah Ostadabbas
2017	J	`jnl`	Background Subtraction via Fast Robust Matrix Completion. CoRR Behnaz Rezaei, Sarah Ostadabbas
2017	Misc	`conf`	Decoding emotional experiences through physiological signal processing. ICASSP Maria S. Perez-Rosero, Behnaz Rezaei, Murat Akçakaya, Sarah Ostadabbas
2017	—	`conf`	Gait variability assessment in neuro-degenerative patients by measuring complexity of independent sources. EMBC Mehrdad Heydarzadeh, Chin-Tuan Tan, Mehrdad Nourani, Sarah Ostadabbas
2017	—	`conf`	Gaits analysis using pressure image for subject identification. BHI Mehrdad Heydarzadeh, Javad Birjandtalab, Maziyar Baran Pouyan, Mehrdad Nourani, Sarah Ostadabbas
2017	J	`jnl`	In-Bed Pose Estimation: Deep Learning with Shallow Dataset. CoRR Shuangjun Liu, Yu Yin, Sarah Ostadabbas
2017	Misc	`conf`	Long-term non-contact tracking of caged rodents. ICASSP Behnaz Rezaei, Xiaofei Huang, Jason R. Yee, Sarah Ostadabbas
2017	—	`conf`	Spatially-Continuous Plantar Pressure Reconstruction Using Compressive Sensing. MLHC Amirreza Farnoosh, Sarah Ostadabbas, Mehrdad Nourani
2016	J	`jnl`	A Vision-Based Respiration Monitoring System for Passive Airway Resistance Estimation. IEEE Trans. Biomed. Eng. Sarah Ostadabbas, Nordine Sebkhi, Mingxi Zhang, Salman Rahim, Larry J. Anderson, Frances Eun-Hyung Lee, Maysam Ghovanloo
2016	J	`jnl`	Decoding Emotional Experience through Physiological Signal Processing. CoRR Maria S. Perez-Rosero, Behnaz Rezaei, Murat Akçakaya, Sarah Ostadabbas
2016	J	`jnl`	Guest Editorial - Special Issue on Selected Papers From IEEE BioCAS 2015. IEEE Trans. Biomed. Circuits Syst. Sarah Ostadabbas, Danilo Demarchi, Arindam Basu
2016	—	`conf`	In-bed posture classification using deep autoencoders. EMBC Mehrdad Heydarzadeh, Mehrdad Nourani, Sarah Ostadabbas
2016	—	`conf`	Non-contact automatic respiration monitoring in restrained rodents. EMBC Behnaz Rezaei, Jared Lowe, Jason R. Yee, Stephen W. Porges, Sarah Ostadabbas
2016	J	`jnl`	Using Virtual Humans to Understand Real Ones. CoRR Katie Hoemann, Behnaz Rezaei, Stacy C. Marsella, Sarah Ostadabbas
2015	—	`conf`	Enhancements of a tongue-operated robotic rehabilitation system. BioCAS Zhenxuan Zhang, Sarah Ostadabbas, Md. Nazmus Sahadat, Nordine Sebkhi, David Wu, Andrew J. Butler, Maysam Ghovanloo
2015	—	`conf`	Live demonstration: A tongue-operated multimodal human computer interface and robotic rehabilitation system. BioCAS Md. Nazmus Sahadat, Z. Zhang, Arish Alreja, Pooja Srikrishnan, Sarah Ostadabbas, Nordine Sebkhi, Maysam Ghovanloo
2014	Misc	`conf`	A Hybrid Fuzzy-Firefly Approach for Rule-Based Classification. FLAIRS Maziyar Baran Pouyan, Rasoul Yousefi, Sarah Ostadabbas, Mehrdad Nourani
2014	J	`jnl`	A Knowledge-Based Modeling for Plantar Pressure Image Reconstruction. IEEE Trans. Biomed. Eng. Sarah Ostadabbas, Mehrdad Nourani, Adnan Saeed, Rasoul Yousefi, Matthew Pompeo
2014	J	`jnl`	A Motion-Tolerant Adaptive Algorithm for Wearable Photoplethysmographic Biosensors. IEEE J. Biomed. Health Informatics Rasoul Yousefi, Mehrdad Nourani, Sarah Ostadabbas, Issa M. S. Panahi
2014	—	`conf`	A passive quantitative measurement of airway resistance using depth data. EMBC Sarah Ostadabbas, Christoph Bulach, David N. Ku, Larry J. Anderson, Maysam Ghovanloo
2014	—	`conf`	Classifying bed inclination using pressure images. EMBC Maziyar Baran Pouyan, Sarah Ostadabbas, Mehrdad Nourani, Matthew Pompeo
2014	—	`conf`	In-bed posture classification and limb identification. BioCAS Sarah Ostadabbas, Maziyar Baran Pouyan, Mehrdad Nourani, Nasser Kehtarnavaz
2013	—	`conf`	Continuous eight-posture classification for bed-bound patients. BMEI Maziyar Baran Pouyan, Sarah Ostadabbas, Masoud Farshbaf, Rasoul Yousefi, Mehrdad Nourani, Matthew Pompeo
2013	—	`conf`	Detecting high-risk regions for pressure ulcer risk assessment. BIBM Masoud Farshbaf, Rasoul Yousefi, Maziyar Baran Pouyan, Sarah Ostadabbas, Mehrdad Nourani, Matthew Pompeo
2012	J	`jnl`	A Resource-Efficient Planning for Pressure Ulcer Prevention. IEEE Trans. Inf. Technol. Biomed. Sarah Ostadabbas, Rasoul Yousefi, Mehrdad Nourani, Miad Faezipour, Lakshman Tamil, Matthew Pompeo
2012	C	`conf`	Continuous plantar pressure modeling using sparse sensors. BIBE Sarah Ostadabbas, Mehrdad Nourani, Matthew Pompeo
2012	—	`conf`	Sensor architectural tradeoff for diabetic foot ulcer monitoring. EMBC Sarah Ostadabbas, Adnan Saeed, Mehrdad Nourani, Matthew Pompeo
2011	—	`conf`	A Posture Scheduling Algorithm Using Constrained Shortest Path to Prevent Pressure Ulcers. BIBM Sarah Ostadabbas, Rasoul Yousefi, Mehrdad Nourani, Miad Faezipour, Lakshman Tamil, Matthew Pompeo
2011	—	`conf`	A smart bed platform for monitoring & Ulcer prevention. BMEI Rasoul Yousefi, Sarah Ostadabbas, Miad Faezipour, Mehrdad Nourani, Vincent Ng, Lakshman Tamil, Alan Bowling, Deborah Behan, Matthew Pompeo
2011	—	`conf`	Bed posture classification for pressure ulcer prevention. EMBC Rasoul Yousefi, Sarah Ostadabbas, Miad Faezipour, Masoud Farshbaf, Mehrdad Nourani, Lakshman Tamil, Matthew Pompeo
2011	—	`conf`	Layered Semi-Markov road generation for driving simulations. ITSC Sarah Ostadabbas, Masoud Farshbaf, Mehrdad Nourani, Sateesh Addepalli
2011	—	`conf`	Pressure ulcer monitoring and intervention: A software platform. BIBM Workshops Masoud Farshbaf, Sarah Ostadabbas, Rasoul Yousefi, Mehrdad Nourani, Matthew Pompeo
2010	—	`conf`	Applications of sensing platforms with wearable computers. PETRA Vitali Loseu, Hassan Ghasemzadeh, Sarah Ostadabbas, Nikhil Raveendranathan, Jacques Malan, Roozbeh Jafari
2010	J	`jnl`	Burst communication by means of buffer allocation in body sensor networks: Exploiting signal processing to reduce the number of transmissions. IEEE J. Sel. Areas Commun. Hassan Ghasemzadeh, Vitali Loseu, Sarah Ostadabbas, Roozbeh Jafari
2009	—	`conf`	An automatic segmentation technique in body sensor networks based on signal energy. BODYNETS Eric Guenterberg, Sarah Ostadabbas, Hassan Ghasemzadeh, Roozbeh Jafari
2008	—	`conf`	A New Neural Network Based FOPID Controller. ICNSC Nasser Sadati, Alireza Ghaffarkhah, Sarah Ostadabbas