Neil D. B. Bruce

86 papers A* 11A 7B 12C 1Journal 35Unranked 19

Year	Rank	Type	Title / Venue / Authors
2025	B	`conf`	Deep Learning-Based Segmentation for Mapping Backyard Poultry in Canada. ICTAI Mina Khoshbazm Farimani, Neil D. B. Bruce, Shayan Sharif, Rozita A. Dara
2025	J	`jnl`	Leveraging Social Media and Google Trends to Identify Waves of Avian Influenza Outbreaks in USA and Canada. CoRR Marzieh Soltani, Rozita Dara, Zvonimir Poljak, Caroline Dubé, Neil D. B. Bruce, Shayan Sharif
2025	J	`jnl`	Leveraging social media and google trends to identify waves of avian influenza outbreaks in USA and Canada. Expert Syst. Appl. Marzieh Soltani, Rozita Dara, Zvonimir Poljak, Caroline Dubé, Neil D. B. Bruce, Shayan Sharif
2025	J	`jnl`	Quantifying and Learning Static vs. Dynamic Information in Deep Spatiotemporal Networks. IEEE Trans. Pattern Anal. Mach. Intell. Matthew Kowal, Mennatullah Siam, Md. Amirul Islam, Neil D. B. Bruce, Richard P. Wildes, Konstantinos G. Derpanis
2024	J	`jnl`	Position, Padding and Predictions: A Deeper Look at Position Information in CNNs. Int. J. Comput. Vis. Md. Amirul Islam, Matthew Kowal, Sen Jia, Konstantinos G. Derpanis, Neil D. B. Bruce
2023	J	`jnl`	SegMix: Co-occurrence Driven Mixup for Semantic Segmentation and Adversarial Robustness. Int. J. Comput. Vis. Md. Amirul Islam, Matthew Kowal, Konstantinos G. Derpanis, Neil D. B. Bruce
2022	A*	`conf`	A Deeper Dive Into What Deep Spatiotemporal Networks Encode: Quantifying Static vs. Dynamic Information. CVPR Matthew Kowal, Mennatullah Siam, Md. Amirul Islam, Neil D. B. Bruce, Richard P. Wildes, Konstantinos G. Derpanis
2022	J	`jnl`	A Deeper Dive Into What Deep Spatiotemporal Networks Encode: Quantifying Static vs. Dynamic Information. CoRR Matthew Kowal, Mennatullah Siam, Md. Amirul Islam, Neil D. B. Bruce, Richard P. Wildes, Konstantinos G. Derpanis
2022	A	`conf`	Maximizing Mutual Shape Information. BMVC Md. Amirul Islam, Matthew Kowal, Patrick Esser, Björn Ommer, Konstantinos G. Derpanis, Neil D. B. Bruce
2022	J	`jnl`	Quantifying and Learning Static vs. Dynamic Information in Deep Spatiotemporal Networks. CoRR Matthew Kowal, Mennatullah Siam, Md. Amirul Islam, Neil D. B. Bruce, Richard P. Wildes, Konstantinos G. Derpanis
2021	A*	`conf`	Global Pooling, More than Meets the Eye: Position Information is Encoded Channel-Wise in CNNs. ICCV Md. Amirul Islam, Matthew Kowal, Sen Jia, Konstantinos G. Derpanis, Neil D. B. Bruce
2021	J	`jnl`	Global Pooling, More than Meets the Eye: Position Information is Encoded Channel-Wise in CNNs. CoRR Md. Amirul Islam, Matthew Kowal, Sen Jia, Konstantinos G. Derpanis, Neil D. B. Bruce
2021	J	`jnl`	Position, Padding and Predictions: A Deeper Look at Position Information in CNNs. CoRR Md. Amirul Islam, Matthew Kowal, Sen Jia, Konstantinos G. Derpanis, Neil D. B. Bruce
2021	J	`jnl`	Relative Saliency and Ranking: Models, Metrics, Data and Benchmarks. IEEE Trans. Pattern Anal. Mach. Intell. Mahmoud Kalash, Md. Amirul Islam, Neil D. B. Bruce
2021	J	`jnl`	SegMix: Co-occurrence Driven Mixup for Semantic Segmentation and Adversarial Robustness. CoRR Md. Amirul Islam, Matthew Kowal, Konstantinos G. Derpanis, Neil D. B. Bruce
2021	A*	`conf`	Shape or Texture: Understanding Discriminative Features in CNNs. ICLR Md. Amirul Islam, Matthew Kowal, Patrick Esser, Sen Jia, Björn Ommer, Konstantinos G. Derpanis, Neil D. B. Bruce
2021	J	`jnl`	Shape or Texture: Understanding Discriminative Features in CNNs. CoRR Md. Amirul Islam, Matthew Kowal, Patrick Esser, Sen Jia, Björn Ommer, Konstantinos G. Derpanis, Neil D. B. Bruce
2021	A	`conf`	Simpler Does It: Generating Semantic Labels with Objectness Guidance. BMVC Md. Amirul Islam, Matthew Kowal, Sen Jia, Konstantinos G. Derpanis, Neil D. B. Bruce
2021	J	`jnl`	Simpler Does It: Generating Semantic Labels with Objectness Guidance. CoRR Md. Amirul Islam, Matthew Kowal, Sen Jia, Konstantinos G. Derpanis, Neil D. B. Bruce
2020	J	`jnl`	A Deep Learning Framework for Malware Classification. Int. J. Digit. Crime Forensics Mahmoud Kalash, Mrigank Rochan, Noman Mohammed, Neil D. B. Bruce, Yang Wang, Farkhund Iqbal
2020	A	`conf`	Distributed Iterative Gating Networks for Semantic Segmentation. WACV Rezaul Karim, Md. Amirul Islam, Neil D. B. Bruce
2020	J	`jnl`	EML-NET: An Expandable Multi-Layer NETwork for saliency prediction. Image Vis. Comput. Sen Jia, Neil D. B. Bruce
2020	A	`conf`	Feature Binding with Category-Dependant MixUp for Semantic Segmentation and Adversarial Robustness. BMVC Md. Amirul Islam, Matthew Kowal, Konstantinos G. Derpanis, Neil D. B. Bruce
2020	J	`jnl`	Feature Binding with Category-Dependant MixUp for Semantic Segmentation and Adversarial Robustness. CoRR Md. Amirul Islam, Matthew Kowal, Konstantinos G. Derpanis, Neil D. B. Bruce
2020	J	`jnl`	How Much Position Information Do Convolutional Neural Networks Encode? CoRR Md. Amirul Islam, Sen Jia, Neil D. B. Bruce
2020	A*	`conf`	How much Position Information Do Convolutional Neural Networks Encode? ICLR Md. Amirul Islam, Sen Jia, Neil D. B. Bruce
2020	A*	`conf`	Revisiting Saliency Metrics: Farthest-Neighbor Area Under Curve. CVPR Sen Jia, Neil D. B. Bruce
2020	J	`jnl`	Revisiting Saliency Metrics: Farthest-Neighbor Area Under Curve. CoRR Sen Jia, Neil D. B. Bruce
2019	J	`jnl`	Distributed Iterative Gating Networks for Semantic Segmentation. CoRR Rezaul Karim, Md. Amirul Islam, Neil D. B. Bruce
2019	B	`conf`	In-depth Evaluation and Experimental Analysis of a Weight Pruning Genetic Algorithm. CEC Sasa Janjic, Parimala Thulasiraman, Neil D. B. Bruce
2019	C	`conf`	Lossless Image Compression Using List Update Algorithms. SPIRE Arezoo Abdollahi, Neil D. B. Bruce, Shahin Kamali, Rezaul Karim
2019	A	`conf`	Recurrent Iterative Gating Networks for Semantic Segmentation. WACV Rezaul Karim, Md. Amirul Islam, Neil D. B. Bruce
2019	J	`jnl`	Richer and Deeper Supervision Network for Salient Object Detection. CoRR Sen Jia, Neil D. B. Bruce
2018	B	`conf`	Capturing real-world gaze behaviour: live and unplugged. ETRA Karishma Singh, Mahmoud Kalash, Neil D. B. Bruce
2018	J	`jnl`	Gated Feedback Refinement Network for Coarse-to-Fine Dense Semantic Image Labeling. CoRR Md. Amirul Islam, Mrigank Rochan, Shujon Naha, Neil D. B. Bruce, Yang Wang
2018	—	`conf`	Hybrid Deep Learning Model for Stock Price Prediction. SSCI Mohammad Asiful Hossain, Rezaul Karim, Ruppa K. Thulasiram, Neil D. B. Bruce, Yang Wang
2018	—	`conf`	Malware Classification with Deep Convolutional Neural Networks. NTMS Mahmoud Kalash, Mrigank Rochan, Noman Mohammed, Neil D. B. Bruce, Yang Wang, Farkhund Iqbal
2018	—	`conf`	On the Robustness of Deep Learning Models to Universal Adversarial Attack. CRV Rezaul Karim, Md. Amirul Islam, Noman Mohammed, Neil D. B. Bruce
2018	J	`jnl`	Recurrent Iterative Gating Networks for Semantic Segmentation. CoRR Rezaul Karim, Md. Amirul Islam, Neil D. B. Bruce
2018	B	`conf`	Redundancy in Convolutional Neural Networks: Insights on Model Compression and Structure. IJCNN Sasa Janjic, Parimala Thulasiraman, Neil D. B. Bruce
2018	J	`jnl`	Relative Saliency and Ranking: Models, Metrics, Data, and Benchmarks. CoRR Mahmoud Kalash, Md. Amirul Islam, Neil D. B. Bruce
2018	A*	`conf`	Revisiting Salient Object Detection: Simultaneous Detection, Ranking, and Subitizing of Multiple Salient Objects. CVPR Md. Amirul Islam, Mahmoud Kalash, Neil D. B. Bruce
2018	J	`jnl`	Revisiting Salient Object Detection: Simultaneous Detection, Ranking, and Subitizing of Multiple Salient Objects. CoRR Md. Amirul Islam, Mahmoud Kalash, Neil D. B. Bruce
2018	J	`jnl`	SMILER: Saliency Model Implementation Library for Experimental Research. CoRR Calden Wloka, Toni Kunic, Iuliia Kotseruba, Ramin Fahimi, Nicholas Frosst, Neil D. B. Bruce, John K. Tsotsos
2018	A	`conf`	Semantics Meet Saliency: Exploring Domain Affinity and Models for Dual-Task Prediction. BMVC Md. Amirul Islam, Mahmoud Kalash, Neil D. B. Bruce
2018	J	`jnl`	Semantics Meet Saliency: Exploring Domain Affinity and Models for Dual-Task Prediction. CoRR Md. Amirul Islam, Mahmoud Kalash, Neil D. B. Bruce
2017	A*	`conf`	Gated Feedback Refinement Network for Dense Image Labeling. CVPR Md. Amirul Islam, Mrigank Rochan, Neil D. B. Bruce, Yang Wang
2017	J	`jnl`	Label Refinement Network for Coarse-to-Fine Semantic Segmentation. CoRR Md. Amirul Islam, Shujon Naha, Mrigank Rochan, Neil D. B. Bruce, Yang Wang
2017	A*	`conf`	Movers, Shakers, and Those Who Stand Still: Visual Attention-grabbing Techniques in Robot Teleoperation. HRI Daniel J. Rea, Stela Hanbyeol Seo, Neil D. B. Bruce, James E. Young
2017	A	`conf`	Salient Object Detection using a Context-Aware Refinement Network. BMVC Md. Amirul Islam, Mahmoud Kalash, Mrigank Rochan, Neil D. B. Bruce, Yang Wang
2017	B	`conf`	Tortoise and the Hare Robot: Slow and steady almost wins the race, but finishes more safely. RO-MAN Daniel J. Rea, Mahdi Rahmani Hanzaki, Neil D. B. Bruce, James E. Young
2016	A*	`conf`	A Deeper Look at Saliency: Feature Contrast, Semantics, and Beyond. CVPR Neil D. B. Bruce, Christopher Catton, Sasa Janjic
2016	—	`conf`	Dense Image Labeling Using Deep Convolutional Neural Networks. CRV Md. Amirul Islam, Neil D. B. Bruce, Yang Wang
2016	B	`conf`	Factors underlying inter-observer agreement in gaze patterns: predictive modelling and analysis. ETRA Shafin Rahman, Neil D. B. Bruce
2016	—	`conf`	Gaze-contingent interactive visualization of high-dynamic-range imagery. ETVIS Mahmoud Kalash, Karishma Singh, M. Rasit Eskicioglu, Neil D. B. Bruce
2016	J	`jnl`	Predicting task from eye movements: On the importance of spatial distribution, dynamics, and image features. Neurocomputing Jonathan F. G. Boisvert, Neil D. B. Bruce
2016	—	`ch.`	Shared Façades: Surface-Embedded Layout Management for Ad Hoc Collaboration Using Head-Worn Displays. Collaboration Meets Interactive Spaces Barrett Ens, Eyal Ofek, Neil D. B. Bruce, Pourang Irani
2016	J	`jnl`	Sparse coding in early visual representation: From specific properties to general principles. Neurocomputing Neil D. B. Bruce, Shafin Rahman, Diana Carrier
2016	J	`jnl`	Weakly supervised object localization and segmentation in videos. Image Vis. Comput. Mrigank Rochan, Shafin Rahman, Neil D. B. Bruce, Yang Wang
2015	B	`conf`	Saliency weighted quality assessment of tone-mapped images. ICIP Hamid Reza Nasrinpour, Neil D. B. Bruce
2015	—	`conf`	Saliency, Scale and Information: Towards a Unifying Theory. NIPS Shafin Rahman, Neil D. B. Bruce
2015	—	`conf`	Spatial Constancy of Surface-Embedded Layouts across Multiple Environments. SUI Barrett Ens, Eyal Ofek, Neil D. B. Bruce, Pourang Irani
2014	B	`conf`	Examining visual saliency prediction in naturalistic scenes. ICIP Shafin Rahman, Mrigank Rochan, Yang Wang, Neil D. B. Bruce
2014	J	`jnl`	ExpoBlend: Information preserving exposure blending based on normalized log-domain entropy. Comput. Graph. Neil D. B. Bruce
2014	B	`conf`	More human than human?: a visual processing approach to exploring believability of android faces. HAI Masayuki Nakane, James Everett Young, Neil D. B. Bruce
2014	—	`conf`	Segmenting Objects in Weakly Labeled Videos. CRV Mrigank Rochan, Shafin Rahman, Neil D. B. Bruce, Yang Wang
2014	B	`conf`	Towards fine-grained fixation analysis: distilling out context dependence. ETRA Neil D. B. Bruce
2013	B	`conf`	Non-linear normalized entropy based exposure blending. Graphics Interface Neil D. B. Bruce
2013	A*	`conf`	Surround-see: enabling peripheral vision on smartphones during active use. UIST Xing-Dong Yang, Khalad Hasan, Neil D. B. Bruce, Pourang Irani
2012	—	`conf`	Biologically Motivated Local Contextual Modulation Improves Low-Level Visual Feature Representations. ICIAR (1) Xun Shi, Neil D. B. Bruce, John K. Tsotsos
2012	—	`conf`	Recurrent Refinement for Visual Saliency Estimation in Surveillance Scenarios. CRV Neil D. B. Bruce, Xun Shi, John K. Tsotsos
2011	—	`conf`	Fast, recurrent, attentional modulation improves saliency representation and scene recognition. CVPR Workshops Xun Shi, Neil D. B. Bruce, John K. Tsotsos
2011	J	`jnl`	Visual Representation Determines Search Difficulty: Explaining Visual Search Asymmetries. Frontiers Comput. Neurosci. Neil D. B. Bruce, John K. Tsotsos
2011	—	`conf`	Visual Representation in the Determination of Saliency. CRV Neil D. B. Bruce, Xun Shi, Evgueni Simine, John K. Tsotsos
2009	A*	`conf`	Harris corners in the real world: A principled selection criterion for interest points based on ecological statistics. CVPR Neil D. B. Bruce, Pierre Kornprobst
2009	B	`conf`	On the role of context in probabilistic models of visual saliency. ICIP Neil D. B. Bruce, Pierre Kornprobst
2008	J	`jnl`	Computational foundations for attentive processes. Scholarpedia John K. Tsotsos, Neil D. B. Bruce
2008	—	`conf`	Spatiotemporal Saliency: Towards a Hierarchical Representation of Visual Saliency. WAPCV Neil D. B. Bruce, John K. Tsotsos
2007	—	`conf`	An Information Theoretic Model of Saliency and Visual Search. WAPCV Neil D. B. Bruce, John K. Tsotsos
2007	—	`conf`	Visual Correlates of Fixation Selection: A Look at the Spatial Frequency Domain. ICIP (3) Neil D. B. Bruce, Daniel P. Loach, John K. Tsotsos
2006	J	`jnl`	A statistical basis for visual field anisotropies. Neurocomputing Neil D. B. Bruce, John K. Tsotsos
2005	—	`conf`	An Attentional Framework for Stereo Vision. CRV Neil D. B. Bruce, John K. Tsotsos
2005	J	`jnl`	Features that draw visual attention: an information theoretic perspective. Neurocomputing Neil D. B. Bruce
2005	—	`conf`	Saliency Based on Information Maximization. NIPS Neil D. B. Bruce, John K. Tsotsos
2004	—	`conf`	Image Analysis Through Local Information Measures. ICPR (1) Neil D. B. Bruce
2003	—	`conf`	Evolutionary design of context-free attentional operators. ICIP (1) Neil D. B. Bruce, M. Ed Jernigan