Analyzing Video Sequences of Multiple Humans (gebundenes Buch)
Tracking, Posture Estimation and Behavior Recognition, The International Series in Video Computing 3
Verlag:
ISBN/EAN: 9781402070211
Sprache: Englisch
Umfang: xxii, 138 S.
Einband: gebundenes Buch
Erschienen am
31.03.2002
InhaltsangabeList of Figures. List of Tables. Preface. Contributing Authors. 1: Introduction; J. Ohya. 2: Tracking multiple persons from multiple camera images; A. Utsumi. 2.1. Overview. 2.2. Preparation. 2.3. Features of Multiple camera based tracking systems. 2.4. Algorithms for multiple-camera human tracking system. 2.5. Implementation. 2.6. Experiments. 2.7. Discussion and Conclusions 3: Posture estimation; J. Ohya. 3.1. Introduction. 3.2. A heuristic for estimating postures in 2D. 3.3. A heuristic method for estimating postures in 3D. 3.4. A non-heuristic method for estimating postures in 3D. 3.5. Applications to virtual environments. 3.6. Discussions and conclusions. 4: Recognizing human behavior using Hidden Markov Models; J. Yamato. 4.1. Background and overview. 4.2. Hidden Markov models. 4.3. Applying HMM to time-sequential images. 4.4. Experiments. 4.5. Category-separated vector quantization. 4.6. Applying image database search. 4.7. Discussions and conclusion. 5: Conclusion and Future Work; J. Ohya. Index.
