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...
| Συγγραφή απο Οργανισμό/Αρχή: | |
|---|---|
| Άλλοι συγγραφείς: | , , , |
| Μορφή: | Ηλεκτρονική πηγή Ηλ. βιβλίο |
| Γλώσσα: | English |
| Έκδοση: |
London :
Springer London,
2011.
|
| Θέματα: | |
| Διαθέσιμο Online: | Full Text via HEAL-Link |
Πίνακας περιεχομένων:
- Part I: 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 Biometrics
- Security and Surveillance
- Predicting Pedestrian Trajectories
- Human Computer Interaction
- Social Signal Processing: The Research Agenda
- Sign Language Recognition
- Sports TV Applications of Computer Vision
- Multi-view 4D Reconstruction of Human Action for Entertainment
- Vision for Driver Assistance: Looking at People in a Vehicle.
