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ORCIDNeil D. B. Bruce
Person information
- affiliation: University of Guelph, Canada
- affiliation (former): Ryerson University, Toronto, Canada
- affiliation (former): University of Manitoba, Department of Computer Science
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2020 – today
- 2024
[j13]Md. Amirul Islam
, Matthew Kowal, Sen Jia, Konstantinos G. Derpanis, Neil D. B. Bruce:
Position, Padding and Predictions: A Deeper Look at Position Information in CNNs. Int. J. Comput. Vis. 132(9): 3889-3910 (2024)- 2023
- [j12]Md. Amirul Islam, Matthew Kowal, Konstantinos G. Derpanis, Neil D. B. Bruce:
SegMix: Co-occurrence Driven Mixup for Semantic Segmentation and Adversarial Robustness. Int. J. Comput. Vis. 131(3): 701-716 (2023) - 2022
- [c49]Md. Amirul Islam, Matthew Kowal, Patrick Esser, Björn Ommer, Konstantinos G. Derpanis, Neil D. B. Bruce:
Maximizing Mutual Shape Information. BMVC 2022: 909 - [c48]Matthew Kowal, Mennatullah Siam, Md. Amirul Islam, Neil D. B. Bruce, Richard P. Wildes, Konstantinos G. Derpanis:
A Deeper Dive Into What Deep Spatiotemporal Networks Encode: Quantifying Static vs. Dynamic Information. CVPR 2022: 13979-13989 - [i19]Matthew Kowal, Mennatullah Siam, Md. Amirul Islam, Neil D. B. Bruce, Richard P. Wildes, Konstantinos G. Derpanis:
A Deeper Dive Into What Deep Spatiotemporal Networks Encode: Quantifying Static vs. Dynamic Information. CoRR abs/2206.02846 (2022) - [i18]Matthew Kowal, Mennatullah Siam, Md. Amirul Islam, Neil D. B. Bruce, Richard P. Wildes, Konstantinos G. Derpanis:
Quantifying and Learning Static vs. Dynamic Information in Deep Spatiotemporal Networks. CoRR abs/2211.01783 (2022) - 2021
- [j11]Mahmoud Kalash, Md. Amirul Islam, Neil D. B. Bruce:
Relative Saliency and Ranking: Models, Metrics, Data and Benchmarks. IEEE Trans. Pattern Anal. Mach. Intell. 43(1): 204-219 (2021) - [c47]Md. Amirul Islam, Matthew Kowal, Sen Jia, Konstantinos G. Derpanis, Neil D. B. Bruce:
Simpler Does It: Generating Semantic Labels with Objectness Guidance. BMVC 2021: 54 - [c46]Md. Amirul Islam, Matthew Kowal, Sen Jia, Konstantinos G. Derpanis, Neil D. B. Bruce:
Global Pooling, More than Meets the Eye: Position Information is Encoded Channel-Wise in CNNs. ICCV 2021: 773-781 - [c45]Md. Amirul Islam, Matthew Kowal, Patrick Esser, Sen Jia, Björn Ommer, Konstantinos G. Derpanis, Neil D. B. Bruce:
Shape or Texture: Understanding Discriminative Features in CNNs. ICLR 2021 - [i17]Md. Amirul Islam, Matthew Kowal, Patrick Esser, Sen Jia, Björn Ommer, Konstantinos G. Derpanis, Neil D. B. Bruce:
Shape or Texture: Understanding Discriminative Features in CNNs. CoRR abs/2101.11604 (2021) - [i16]Md. Amirul Islam, Matthew Kowal, Sen Jia, Konstantinos G. Derpanis, Neil D. B. Bruce:
Position, Padding and Predictions: A Deeper Look at Position Information in CNNs. CoRR abs/2101.12322 (2021) - [i15]Md. Amirul Islam, Matthew Kowal, Sen Jia, Konstantinos G. Derpanis, Neil D. B. Bruce:
Global Pooling, More than Meets the Eye: Position Information is Encoded Channel-Wise in CNNs. CoRR abs/2108.07884 (2021) - [i14]Md. Amirul Islam, Matthew Kowal, Konstantinos G. Derpanis, Neil D. B. Bruce:
SegMix: Co-occurrence Driven Mixup for Semantic Segmentation and Adversarial Robustness. CoRR abs/2108.09929 (2021) - [i13]Md. Amirul Islam, Matthew Kowal, Sen Jia, Konstantinos G. Derpanis, Neil D. B. Bruce:
Simpler Does It: Generating Semantic Labels with Objectness Guidance. CoRR abs/2110.10335 (2021) - 2020
- [j10]Mahmoud Kalash, Mrigank Rochan, Noman Mohammed, Neil D. B. Bruce, Yang Wang, Farkhund Iqbal:
A Deep Learning Framework for Malware Classification. Int. J. Digit. Crime Forensics 12(1): 90-108 (2020) - [j9]Sen Jia, Neil D. B. Bruce:
EML-NET: An Expandable Multi-Layer NETwork for saliency prediction. Image Vis. Comput. 95: 103887 (2020) - [c44]Md. Amirul Islam, Matthew Kowal, Konstantinos G. Derpanis, Neil D. B. Bruce:
Feature Binding with Category-Dependant MixUp for Semantic Segmentation and Adversarial Robustness. BMVC 2020 - [c43]Sen Jia, Neil D. B. Bruce:
Revisiting Saliency Metrics: Farthest-Neighbor Area Under Curve. CVPR 2020: 2664-2673 - [c42]Md. Amirul Islam, Sen Jia, Neil D. B. Bruce:
How much Position Information Do Convolutional Neural Networks Encode? ICLR 2020 - [c41]Rezaul Karim, Md. Amirul Islam, Neil D. B. Bruce:
Distributed Iterative Gating Networks for Semantic Segmentation. WACV 2020: 2833-2842 - [i12]Md. Amirul Islam, Sen Jia, Neil D. B. Bruce:
How Much Position Information Do Convolutional Neural Networks Encode? CoRR abs/2001.08248 (2020) - [i11]Sen Jia, Neil D. B. Bruce:
Revisiting Saliency Metrics: Farthest-Neighbor Area Under Curve. CoRR abs/2002.10540 (2020) - [i10]Md. Amirul Islam, Matthew Kowal, Konstantinos G. Derpanis, Neil D. B. Bruce:
Feature Binding with Category-Dependant MixUp for Semantic Segmentation and Adversarial Robustness. CoRR abs/2008.05667 (2020)
2010 – 2019
- 2019
- [c40]Sasa Janjic, Parimala Thulasiraman, Neil D. B. Bruce:
In-depth Evaluation and Experimental Analysis of a Weight Pruning Genetic Algorithm. CEC 2019: 1814-1821 - [c39]Arezoo Abdollahi, Neil D. B. Bruce, Shahin Kamali, Rezaul Karim:
Lossless Image Compression Using List Update Algorithms. SPIRE 2019: 16-34 - [c38]Rezaul Karim, Md. Amirul Islam, Neil D. B. Bruce:
Recurrent Iterative Gating Networks for Semantic Segmentation. WACV 2019: 1070-1079 - [i9]Sen Jia, Neil D. B. Bruce:
Richer and Deeper Supervision Network for Salient Object Detection. CoRR abs/1901.02425 (2019) - [i8]Rezaul Karim, Md. Amirul Islam, Neil D. B. Bruce:
Distributed Iterative Gating Networks for Semantic Segmentation. CoRR abs/1909.12996 (2019) - 2018
- [c37]Md. Amirul Islam, Mahmoud Kalash, Neil D. B. Bruce:
Semantics Meet Saliency: Exploring Domain Affinity and Models for Dual-Task Prediction. BMVC 2018: 246 - [c36]Rezaul Karim, Md. Amirul Islam, Noman Mohammed, Neil D. B. Bruce:
On the Robustness of Deep Learning Models to Universal Adversarial Attack. CRV 2018: 55-62 - [c35]Md. Amirul Islam, Mahmoud Kalash, Neil D. B. Bruce:
Revisiting Salient Object Detection: Simultaneous Detection, Ranking, and Subitizing of Multiple Salient Objects. CVPR 2018: 7142-7150 - [c34]Karishma Singh, Mahmoud Kalash, Neil D. B. Bruce:
Capturing real-world gaze behaviour: live and unplugged. ETRA 2018: 20:1-20:9 - [c33]Sasa Janjic, Parimala Thulasiraman, Neil D. B. Bruce:
Redundancy in Convolutional Neural Networks: Insights on Model Compression and Structure. IJCNN 2018: 1-8 - [c32]Mahmoud Kalash, Mrigank Rochan, Noman Mohammed, Neil D. B. Bruce, Yang Wang, Farkhund Iqbal:
Malware Classification with Deep Convolutional Neural Networks. NTMS 2018: 1-5 - [c31]Mohammad Asiful Hossain, Rezaul Karim, Ruppa K. Thulasiram, Neil D. B. Bruce, Yang Wang:
Hybrid Deep Learning Model for Stock Price Prediction. SSCI 2018: 1837-1844 - [i7]Md. Amirul Islam, Mahmoud Kalash, Neil D. B. Bruce:
Revisiting Salient Object Detection: Simultaneous Detection, Ranking, and Subitizing of Multiple Salient Objects. CoRR abs/1803.05082 (2018) - [i6]Md. Amirul Islam, Mrigank Rochan, Shujon Naha, Neil D. B. Bruce, Yang Wang:
Gated Feedback Refinement Network for Coarse-to-Fine Dense Semantic Image Labeling. CoRR abs/1806.11266 (2018) - [i5]Md. Amirul Islam, Mahmoud Kalash, Neil D. B. Bruce:
Semantics Meet Saliency: Exploring Domain Affinity and Models for Dual-Task Prediction. CoRR abs/1807.09430 (2018) - [i4]Mahmoud Kalash, Md. Amirul Islam, Neil D. B. Bruce:
Relative Saliency and Ranking: Models, Metrics, Data, and Benchmarks. CoRR abs/1810.02426 (2018) - [i3]Rezaul Karim, Md. Amirul Islam, Neil D. B. Bruce:
Recurrent Iterative Gating Networks for Semantic Segmentation. CoRR abs/1811.08043 (2018) - [i2]Calden Wloka, Toni Kunic, Iuliia Kotseruba, Ramin Fahimi, Nicholas Frosst, Neil D. B. Bruce, John K. Tsotsos:
SMILER: Saliency Model Implementation Library for Experimental Research. CoRR abs/1812.08848 (2018) - 2017
- [c30]Md. Amirul Islam, Mahmoud Kalash, Mrigank Rochan, Neil D. B. Bruce, Yang Wang:
Salient Object Detection using a Context-Aware Refinement Network. BMVC 2017 - [c29]Md. Amirul Islam, Mrigank Rochan, Neil D. B. Bruce, Yang Wang:
Gated Feedback Refinement Network for Dense Image Labeling. CVPR 2017: 4877-4885 - [c28]Daniel J. Rea, Stela Hanbyeol Seo, Neil D. B. Bruce, James E. Young:
Movers, Shakers, and Those Who Stand Still: Visual Attention-grabbing Techniques in Robot Teleoperation. HRI 2017: 398-407 - [c27]Daniel J. Rea, Mahdi Rahmani Hanzaki, Neil D. B. Bruce, James E. Young:
Tortoise and the Hare Robot: Slow and steady almost wins the race, but finishes more safely. RO-MAN 2017: 956-961 - [i1]Md. Amirul Islam, Shujon Naha, Mrigank Rochan, Neil D. B. Bruce, Yang Wang:
Label Refinement Network for Coarse-to-Fine Semantic Segmentation. CoRR abs/1703.00551 (2017) - 2016
- [j8]Neil D. B. Bruce, Shafin Rahman, Diana Carrier:
Sparse coding in early visual representation: From specific properties to general principles. Neurocomputing 171: 1085-1098 (2016) - [j7]Jonathan F. G. Boisvert, Neil D. B. Bruce:
Predicting task from eye movements: On the importance of spatial distribution, dynamics, and image features. Neurocomputing 207: 653-668 (2016) - [j6]Mrigank Rochan, Shafin Rahman, Neil D. B. Bruce, Yang Wang:
Weakly supervised object localization and segmentation in videos. Image Vis. Comput. 56: 1-12 (2016) - [c26]Md. Amirul Islam, Neil D. B. Bruce, Yang Wang:
Dense Image Labeling Using Deep Convolutional Neural Networks. CRV 2016: 16-23 - [c25]Neil D. B. Bruce, Christopher Catton, Sasa Janjic:
A Deeper Look at Saliency: Feature Contrast, Semantics, and Beyond. CVPR 2016: 516-524 - [c24]Shafin Rahman, Neil D. B. Bruce:
Factors underlying inter-observer agreement in gaze patterns: predictive modelling and analysis. ETRA 2016: 155-162 - [c23]Mahmoud Kalash, Karishma Singh, M. Rasit Eskicioglu, Neil D. B. Bruce:
Gaze-contingent interactive visualization of high-dynamic-range imagery. ETVIS 2016: 16-20 - [p1]Barrett Ens, Eyal Ofek, Neil D. B. Bruce, Pourang Irani:
Shared Façades: Surface-Embedded Layout Management for Ad Hoc Collaboration Using Head-Worn Displays. Collaboration Meets Interactive Spaces 2016: 153-176 - 2015
- [c22]Hamid Reza Nasrinpour, Neil D. B. Bruce:
Saliency weighted quality assessment of tone-mapped images. ICIP 2015: 4947-4951 - [c21]Shafin Rahman, Neil D. B. Bruce:
Saliency, Scale and Information: Towards a Unifying Theory. NIPS 2015: 2188-2196 - [c20]Barrett Ens, Eyal Ofek, Neil D. B. Bruce, Pourang Irani:
Spatial Constancy of Surface-Embedded Layouts across Multiple Environments. SUI 2015: 65-68 - 2014
- [j5]Neil D. B. Bruce:
ExpoBlend: Information preserving exposure blending based on normalized log-domain entropy. Comput. Graph. 39: 12-23 (2014) - [c19]Mrigank Rochan, Shafin Rahman, Neil D. B. Bruce, Yang Wang:
Segmenting Objects in Weakly Labeled Videos. CRV 2014: 119-126 - [c18]Neil D. B. Bruce:
Towards fine-grained fixation analysis: distilling out context dependence. ETRA 2014: 99-102 - [c17]Masayuki Nakane, James Everett Young, Neil D. B. Bruce:
More human than human?: a visual processing approach to exploring believability of android faces. HAI 2014: 377-381 - [c16]Shafin Rahman, Mrigank Rochan, Yang Wang, Neil D. B. Bruce:
Examining visual saliency prediction in naturalistic scenes. ICIP 2014: 4082-4086 - 2013
- [c15]Neil D. B. Bruce:
Non-linear normalized entropy based exposure blending. Graphics Interface 2013: 37-44 - [c14]Xing-Dong Yang, Khalad Hasan, Neil D. B. Bruce, Pourang Irani:
Surround-see: enabling peripheral vision on smartphones during active use. UIST 2013: 291-300 - 2012
- [c13]Neil D. B. Bruce, Xun Shi, John K. Tsotsos:
Recurrent Refinement for Visual Saliency Estimation in Surveillance Scenarios. CRV 2012: 117-124 - [c12]Xun Shi, Neil D. B. Bruce, John K. Tsotsos:
Biologically Motivated Local Contextual Modulation Improves Low-Level Visual Feature Representations. ICIAR (1) 2012: 79-88 - 2011
- [j4]Neil D. B. Bruce, John K. Tsotsos:
Visual Representation Determines Search Difficulty: Explaining Visual Search Asymmetries. Frontiers Comput. Neurosci. 5: 33 (2011) - [c11]Neil D. B. Bruce, Xun Shi, Evgueni Simine, John K. Tsotsos:
Visual Representation in the Determination of Saliency. CRV 2011: 242-249 - [c10]Xun Shi, Neil D. B. Bruce, John K. Tsotsos:
Fast, recurrent, attentional modulation improves saliency representation and scene recognition. CVPR Workshops 2011: 1-8
2000 – 2009
- 2009
- [c9]Neil D. B. Bruce, Pierre Kornprobst:
Harris corners in the real world: A principled selection criterion for interest points based on ecological statistics. CVPR 2009: 2160-2167 - [c8]Neil D. B. Bruce, Pierre Kornprobst:
On the role of context in probabilistic models of visual saliency. ICIP 2009: 3089-3092 - 2008
- [j3]John K. Tsotsos, Neil D. B. Bruce:
Computational foundations for attentive processes. Scholarpedia 3(12): 6545 (2008) - [c7]Neil D. B. Bruce, John K. Tsotsos:
Spatiotemporal Saliency: Towards a Hierarchical Representation of Visual Saliency. WAPCV 2008: 98-111 - 2007
- [c6]Neil D. B. Bruce, Daniel P. Loach, John K. Tsotsos:
Visual Correlates of Fixation Selection: A Look at the Spatial Frequency Domain. ICIP (3) 2007: 289-292 - [c5]Neil D. B. Bruce, John K. Tsotsos:
An Information Theoretic Model of Saliency and Visual Search. WAPCV 2007: 171-183 - 2006
- [j2]Neil D. B. Bruce, John K. Tsotsos:
A statistical basis for visual field anisotropies. Neurocomputing 69(10-12): 1301-1304 (2006) - 2005
- [j1]Neil D. B. Bruce:
Features that draw visual attention: an information theoretic perspective. Neurocomputing 65-66: 125-133 (2005) - [c4]Neil D. B. Bruce, John K. Tsotsos:
An Attentional Framework for Stereo Vision. CRV 2005: 88-95 - [c3]Neil D. B. Bruce, John K. Tsotsos:
Saliency Based on Information Maximization. NIPS 2005: 155-162 - 2004
- [c2]Neil D. B. Bruce:
Image Analysis Through Local Information Measures. ICPR (1) 2004: 616-619 - 2003
- [c1]Neil D. B. Bruce, M. Ed Jernigan:
Evolutionary design of context-free attentional operators. ICIP (1) 2003: 429-432
Coauthor Index
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last updated on 2024-10-07 22:18 CEST by the dblp team
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