An adaptive focus-of-attention model for video surveillance and monitoring
Machine Vision and Applications
A probabilistic model of eye movements in concept formation
Neurocomputing
Applying computational tools to predict gaze direction in interactive visual environments
ACM Transactions on Applied Perception (TAP)
Proceedings of the 15th international conference on Multimedia
Efficient spatiotemporal-attention-driven shot matching
Proceedings of the 15th international conference on Multimedia
Towards efficient context-specific video coding based on gaze-tracking analysis
ACM Transactions on Multimedia Computing, Communications, and Applications (TOMCCAP)
Perceptual image representation
Journal on Image and Video Processing
A generic virtual content insertion system based on visual attention analysis
MM '08 Proceedings of the 16th ACM international conference on Multimedia
The JAMF Attention Modelling Framework
Attention in Cognitive Systems
Trends and perspectives in music cognition research and technology
Connection Science - Music, Brain, Cognition
Spatiotemporal saliency for video classification
Image Communication
A model change detection approach to dynamic scene modeling
AVSS '09 Proceedings of the 2009 Sixth IEEE International Conference on Advanced Video and Signal Based Surveillance
ICME'09 Proceedings of the 2009 IEEE international conference on Multimedia and Expo
A dataset and evaluation methodology for visual saliency in video
ICME'09 Proceedings of the 2009 IEEE international conference on Multimedia and Expo
Automatic stimulation of experiments and learning based on prediction failure recognition
ICRA'09 Proceedings of the 2009 IEEE international conference on Robotics and Automation
Bayesian surprise and landmark detection
ICRA'09 Proceedings of the 2009 IEEE international conference on Robotics and Automation
ICRA'09 Proceedings of the 2009 IEEE international conference on Robotics and Automation
Video retargeting with multi-scale trajectory optimization
Proceedings of the international conference on Multimedia information retrieval
Multi-view video based multiple objects segmentation using graph cut and spatiotemporal projections
Journal of Visual Communication and Image Representation
Incremental sparse saliency detection
ICIP'09 Proceedings of the 16th IEEE international conference on Image processing
IEEE Transactions on Image Processing
Probabilistic Multi-Task Learning for Visual Saliency Estimation in Video
International Journal of Computer Vision
A probabilistic model of overt visual attention for cognitive robots
IEEE Transactions on Systems, Man, and Cybernetics, Part B: Cybernetics
Virtual gazing in video surveillance
Proceedings of the 2010 ACM workshop on Surreal media and virtual cloning
Autonomous behavior-based switched top-down and bottom-up visual attention for mobile robots
IEEE Transactions on Robotics
Identifying surprising events in videos using bayesian topic models
ACCV'10 Proceedings of the 10th Asian conference on Computer vision - Volume Part III
Sustained observability for salient motion detection
ACCV'10 Proceedings of the 10th Asian conference on Computer vision - Volume Part III
Extracting intentionally captured regions using point trajectories
MM '11 Proceedings of the 19th ACM international conference on Multimedia
Visual saliency based on conditional entropy
ACCV'09 Proceedings of the 9th Asian conference on Computer Vision - Volume Part I
Video saliency detection with robust temporal alignment and local-global spatial contrast
Proceedings of the 2nd ACM International Conference on Multimedia Retrieval
What you see is what you should get
Proceedings of the 20th ACM international conference on Multimedia
Abnormal event detection in crowded scenes using sparse representation
Pattern Recognition
Visual interestingness in image sequences
Proceedings of the 21st ACM international conference on Multimedia
Efficient video quality assessment based on spacetime texture representation
Proceedings of the 21st ACM international conference on Multimedia
Attention selection using global topological properties based on pulse coupled neural network
Computer Vision and Image Understanding
Energy-based function to evaluate data stream clustering
Advances in Data Analysis and Classification
Self-help: Seeking out perplexing images for ever improving topological mapping
International Journal of Robotics Research
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Primates demonstrate unparalleled ability at rapidly orienting towards important events in complex dynamic environments. During rapid guidance of attention and gaze towards potential objects of interest or threats, often there is no time for detailed visual analysis. Thus, heuristic computations are necessary to locate the most interesting events in quasi real-time. We present a new theory of sensory surprise, which provides a principled and computable shortcut to important information. We develop a model that computes instantaneous low-level surprise at every location in video streams. The algorithm significantly correlates with eye movements of two humans watching complex video clips, including television programs (17,936 frames, 2,152 saccadic gaze shifts). The system allows more sophisticated and time-consuming image analysis to be efficiently focused onto the most surprising subsets of the incoming data.