Publications

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. Revisiting Salient Object Detection: Simultaneous Detection, Ranking, and Subitizing of Multiple Salient Objects. In CVPR, 2018.

PDF Project

. Feasibility of predicting tumor motion using online data acquired during treatment and a generalized neural network optimized with offline patient tumor trajectories:. Medical Physics, 2018.

DOI

. Gated Feedback Refinement Network for Dense Image Labeling. In CVPR, 2017.

PDF Project

. Tortoise and the Hare Robot: Slow and steady almost wins the race, but finishes more safely. RO-MAN 2017 - 26th IEEE International Symposium on Robot and Human Interactive Communication, 2017.

DOI

. Shared Façades: Surface-embedded layout management for ad Hoc collaboration using head-worn displays. Collaboration Meets Interactive Spaces, 2017.

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. Movers, Shakers, and Those Who Stand Still: Visual Attention-grabbing Techniques in Robot Teleoperation. ACM/IEEE International Conference on Human-Robot Interaction, 2017.

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. Gaze-contingent interactive visualization of high-dynamic-range imagery. Proceedings of the 2nd Workshop on Eye Tracking and Visualization, ETVIS 2016, 2017.

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. Gated feedback refinement network for dense image labeling. Proceedings - 30th IEEE Conference on Computer Vision and Pattern Recognition, CVPR 2017, 2017.

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. Weakly supervised object localization and segmentation in videos. Image and Vision Computing, 2016.

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. Temporal responses of chemically diverse sensor arrays for machine olfaction using artificial intelligence. Sensors and Actuators, B: Chemical, 2016.

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. Sparse coding in early visual representation: From specific properties to general principles. Neurocomputing, 2016.

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. Predicting task from eye movements: On the importance of spatial distribution, dynamics, and image features. Neurocomputing, 2016.

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. Factors underlying Inter-observer agreement in gaze patterns: Predictive modelling and analysis. Eye Tracking Research and Applications Symposium (ETRA), 2016.

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. Evaluating tracking and prediction of tumor motion in a motion-compensating system for adaptive radiotherapy. IST 2016 - 2016 IEEE International Conference on Imaging Systems and Techniques, Proceedings, 2016.

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. Dense image labeling using Deep Convolutional Neural Networks. Proceedings - 2016 13th Conference on Computer and Robot Vision, CRV 2016, 2016.

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. A deeper look at saliency: Feature contrast, semantics, and beyond. In CVPR, 2016.

. Visual saliency prediction and evaluation across diffeent perceptual tasks. PLoS ONE, 2015.

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. Spatial constancy of surface-embedded layouts across multiple environments. SUI 2015 - Proceedings of the 3rd ACM Symposium on Spatial User Interaction, 2015.

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. Saliency, scale and information: Towards a unifying theory. In NIPS, 2015.

. Saliency weighted quality assessment of tone-mapped images. Proceedings - International Conference on Image Processing, ICIP, 2015.

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. On computational modeling of visual saliency: Examining what's right, and what's left. Vision Research, 2015.

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. Finding an emotional face in a crowd: Emotional and perceptual stimulus factors influence visual search efficiency. Cognition and Emotion, 2015.

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. Application and parametric studies of a sliding window neural network for respiratory motion predictions of lung cancer patients. IFMBE Proceedings, 2015.

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. Towards fine-grained fixation analysis: Distilling out context dependence. Eye Tracking Research and Applications Symposium (ETRA), 2014.

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. Segmenting objects in weakly labeled videos. Proceedings - Conference on Computer and Robot Vision, CRV 2014, 2014.

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. More human than human? a visual processing approach to exploring believability of android faces. HAI 2014 - Proceedings of the 2nd International Conference on Human-Agent Interaction, 2014.

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. ExpoBlend: Information preserving exposure blending based on normalized log-domain entropy. Computers and Graphics (Pergamon), 2014.

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. Examining visual saliency prediction in naturalistic scenes. 2014 IEEE International Conference on Image Processing, ICIP 2014, 2014.

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. Surround-See: Enabling peripheral vision on smartphones during active use. UIST 2013 - Proceedings of the 26th Annual ACM Symposium on User Interface Software and Technology, 2013.

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. Non-linear normalized entropy based exposure blending. Proceedings - Graphics Interface, 2013.

. Recurrent refinement for visual saliency estimation in surveillance scenarios. Proceedings of the 2012 9th Conference on Computer and Robot Vision, CRV 2012, 2012.

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. Biologically motivated local contextual modulation improves low-level visual feature representations. Lecture Notes in Computer Science, 2012.

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. Attention in stereo vision: Implications for computational models of attention. Developing and Applying Biologically-Inspired Vision Systems: Interdisciplinary Concepts, 2012.

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. Visual representation in the determination of saliency. Proceedings - 2011 Canadian Conference on Computer and Robot Vision, CRV 2011, 2011.

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. Visual representation determines search difficulty: Explaining visual search asymmetries. Frontiers in Computational Neuroscience, 2011.

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. Fast, recurrent, attentional modulation improves saliency representation and scene recognition. IEEE Computer Society Conference on Computer Vision and Pattern Recognition Workshops, 2011.

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. Spatiotemporal saliency: Towards a hierarchical representation of visual saliency. Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), 2009.

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. Saliency, attention and visual search: An information theoretic approach. Journal of Vision, 2009.

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. On the role of context in probabilistic models of visual saliency. Proceedings - International Conference on Image Processing, ICIP, 2009.

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. Harris corners in the real world: A principled selection criterion for interest points based on ecological statistics. 2009 IEEE Computer Society Conference on Computer Vision and Pattern Recognition Workshops, CVPR Workshops 2009, 2009.

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. An attentional mechanism for selecting appropriate actions afforded by graspable objects. Psychological Science, 2008.

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. An information theoretic model of saliency and visual search. Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), 2007.

. Visual correlates of fixation selection: A look at the spatial frequency domain. Proceedings - International Conference on Image Processing, ICIP, 2006.

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. A statistical basis for visual field anisotropies. Neurocomputing, 2006.

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. Saliency based on information maximization. Advances in Neural Information Processing Systems, 2005.

. Features that draw visual attention: An information theoretic perspective. Neurocomputing, 2005.

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. An attentional framework for stereo vision. Proceedings - 2nd Canadian Conference on Computer and Robot Vision, CRV 2005, 2005.

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. Image analysis through local information measures. Proceedings - International Conference on Pattern Recognition, 2004.

. Evolutionary design of context-free attentional operators. IEEE International Conference on Image Processing, 2003.