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Titlebook: Statistical Learning and Pattern Analysis for Image and Video Processing; Nanning Zheng,Jianru Xue Book 2009 Springer-Verlag London 2009 M

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Statistical Motion Analysis,ation, video analysis, scene interpretation, video compression, etc. Motion analysis is difficult because it requires modeling of the complicated relationships between the observed image data and the motion of objects and motion patterns in the visual scene..This chapter focuses on critical aspects
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Probabilistic Data Fusion for Robust Visual Tracking,with data fusion using sequential Monte Carlo filtering techniques, and present a tracking framework with a four-layer probabilistic fusion. The framework consists of four layers: a cue fusion layer, a model fusion layer, a tracker fusion layer, and a sensor fusion layer, in a bottom-up fusion proce
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Multitarget Tracking in Video-Part I, using dynamic Markov network (DMN) techniques. Our model consists of three coupled Markov random fields: (1) a field for the joint state of multiple targets; (2) a binary random process for flagging the existence of each individual target; and (3) a binary random process for flagging occlusion in e
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Information Processing in Cognition Process and New Artificial Intelligent Systems,sms. The relationship between a general model of intelligent systems and cognitive mechanisms is described, and in particular we explore visual information processing with selective attention. We also discuss a methodology for studying the new AI system and propose some important basic research issu
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978-1-4471-2673-7Springer-Verlag London 2009
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