Modeling visual attention via selective tuning
Artificial Intelligence - Special volume on computer vision
A Model of Saliency-Based Visual Attention for Rapid Scene Analysis
IEEE Transactions on Pattern Analysis and Machine Intelligence
Sparse coding in the primate cortex
The handbook of brain theory and neural networks
An Information Theoretic Model of Saliency and Visual Search
Attention in Cognitive Systems. Theories and Systems from an Interdisciplinary Viewpoint
Biologically motivated local contextual modulation improves low-level visual feature representations
ICIAR'12 Proceedings of the 9th international conference on Image Analysis and Recognition - Volume Part I
Spatiotemporal salience via centre-surround comparison of visual spacetime orientations
ACCV'12 Proceedings of the 11th Asian conference on Computer Vision - Volume Part III
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In prior work, we put forth a model of visual saliency motivated by information theoretic considerations [1]. In this effort we consider how this proposal extends to explain saliency in the spatiotemporal domain and further, propose a distributed representation for visual saliency comprised of localized hierarchical saliency computation. Evidence for the efficacy of the proposal in capturing aspects of human behavior is achieved via comparison with eye tracking data and a discussion of the role of neural coding in the determination of saliency suggests avenues for future research.