Machine Learning for Human Motion Analysis: Theory and Practice (Premier Reference Source)

IGI Global - Machine Learning for Human Motion Analysis Theory and Practice (2010) (ATTiCA)......Page 1
Title\n......Page 2
List of Reviewers......Page 4
Table of Contents......Page 5
Detailed Table of Contents......Page 8
Preface......Page 14
Acknowledgment......Page 18
Human Motion Tracking in Video: A Practical Approach......Page 20
Learning to Recognise Spatio-Temporal Interest Points......Page 33
Graphical Models for Representation and Recognition of Human Actions......Page 50
Common Spatial Patterns for Real-Time Classification of Human Actions......Page 74
KSM Based Machine Learning for Markerless Motion Capture......Page 93
Multi-Scale People Detection and Motion Analysis for Video Surveillance......Page 126
A Generic Framework for 2D and 3D Upper Body Tracking......Page 152
Real-Time Recognition of Basic Human Actions......Page 171
Fast Categorisation of Articulated Human Motion......Page 189
Human Action Recognition with Expandable Graphical Models......Page 206
Detection and Classification of Interacting Persons......Page 232
Action Recognition......Page 247
Distillation: A Super-Resolution Approach for the Selective Analysis of Noisy and Unconstrained Video Sequences......Page 263
Compilation of References......Page 284
About the Contributors......Page 305
Index......Page 314