Sebe N., Lew M.S., Huang T.S.'s Computer vision in human-computer interaction PDF

By Sebe N., Lew M.S., Huang T.S.

ISBN-10: 3540248374

ISBN-13: 9783540248378

This ebook constitutes the refereed court cases of the overseas Workshop on Human-Computer interplay, HCI 2004, held at ECCV 2004 in Prague, Czech Republic in may well 2004.The 19 revised complete papers awarded including an introductory assessment and an invited paper have been rigorously reviewed and chosen from forty five submissions. The papers are geared up in topical sections on human-robot interplay, gesture popularity and physique monitoring, structures, and face and head.

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In other words, the function of IHDR is Primed actions are the possible actions in each state. The probability to take each primed action is based on its Q-value. The primed sensation predicts what will be the actual sensation if the corresponding primed action is taken. The motivational system 20 Xiao Huang and Juyang Weng works as an action selection function denotes all the possible subsets of which chooses an action from a list of primed actions. Novelty is measured by the difference between primed sensation and actual sensation.

The robot would stare at the stimulus for a while. Then, the temperature increases. The probabilities of each action became similar and the robot began to choose other actions and explore more states. 1) again, the action with larger Q-value would have more chance to be taken. 26 Xiao Huang and Juyang Weng Fig. 5. Boltzmann Softmax Exploration: The total probability is 1. The probabilities of action 0, 1, 2 are plotted at the top, middle and bottom, respectively. The star denotes the random value received at that time.

6° for tilt-angle. 3 Recognition of Pointing Gestures When modeling pointing gestures, we try to model the typical motion pattern of pointing gestures - and not only the static posture of a person during the peak of the gesture. We decompose the gesture into three distinct phases and model each phase with a dedicated HMM. The features used as the models’ input are derived from tracking the position of the pointing hand as well as position and orientation of the head. 1 Phase Models When looking at a person performing pointing gestures, one can identify three different phases in the movement of the pointing hand: Begin (B): The hand moves from an arbitrary starting position towards the pointing target.

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Computer vision in human-computer interaction by Sebe N., Lew M.S., Huang T.S.

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