Visual Analysis of Humans Looking at People
Understanding human activity from video is one of the central problems in the field of computer vision, driven by a wide variety of applications in communications, entertainment, security, commerce, and athletics. This unique text/reference provides a coherent and comprehensive overview of all aspec...
| Other Authors: | , , , |
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| Format: | eBook |
| Language: | English |
| Published: |
London
Springer London
2011, 2011
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| Edition: | 1st ed. 2011 |
| Subjects: | |
| Online Access: | |
| Collection: | Springer eBooks 2005- - Collection details see MPG.ReNa |
Table of Contents:
- Detection and Tracking
- Is There Anybody Out There?- Beyond the Static Camera: Issues and Trends in Active Vision
- Figure-Ground Segmentation: Pixel-Based: Figure-Ground Segmentation: Object Based
- Face Detection
- Wide Area Tracking in Single and Multiple Views
- Benchmark Datasets for Detection and Tracking
- Part II: Pose Estimation
- Articulated Pose Estimation and Tracking: Introduction
- Model-based Pose Estimation
- Motion Models for People Tracking
- Part-based Models for Finding People and Estimating Their Pose
- Feature-based Pose Estimation
- Benchmark Datasets for Pose Estimation and Tracking
- Part III: Recognition
- On Human Action
- Motion Pattern Analysis for Modeling and Recognition of Complex Human Activities
- Action Recognition Using Topic Models.Learning Action Primitives
- Contextual Action Recognition
- Facial Expression Analysis
- Part IV: Applications
- Applications for Visual Analysis of People
- Image and Video-based Biometr