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» Combined visual attention model for video sequences
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IBPRIA
2005
Springer
14 years 2 months ago
A Real-Time Driver Visual Attention Monitoring System
Abstract. This paper describes a framework for analyzing video sequences of a driver and determining his level of attention. The proposed system deals with the computation of eyeli...
Jorge Batista
CVPR
2007
IEEE
14 years 10 months ago
Beyond bottom-up: Incorporating task-dependent influences into a computational model of spatial attention
A critical function in both machine vision and biological vision systems is attentional selection of scene regions worthy of further analysis by higher-level processes such as obj...
Robert J. Peters, Laurent Itti
ICMCS
2008
IEEE
118views Multimedia» more  ICMCS 2008»
14 years 3 months ago
A stochastic model of selective visual attention with a dynamic Bayesian network
Recent studies in signal detection theory suggest that the human responses to the stimuli on a visual display are nondeterministic. People may attend to different locations on the...
Derek Pang, Akisato Kimura, Tatsuto Takeuchi, Junj...
ISCAS
2005
IEEE
142views Hardware» more  ISCAS 2005»
14 years 2 months ago
Automatic video region-of-interest determination based on user attention model
—This paper presents a framework for automatic video region-of-interest determination based on user attention model. In this work, a set of attempts on using video attention feat...
Wen-Huang Cheng, Wei-Ta Chu, Jin-Hau Kuo, Ja-Ling ...
NIPS
2007
13 years 10 months ago
Congruence between model and human attention reveals unique signatures of critical visual events
Current computational models of bottom-up and top-down components of attention are predictive of eye movements across a range of stimuli and of simple, fixed visual tasks (such a...
Robert J. Peters, Laurent Itti