Visual Analysis of Humans: Looking at People

Front Matter....Pages I-XXI
Front Matter....Pages 1-1
Is There Anybody Out There?....Pages 3-9
Beyond the Static Camera: Issues and Trends in Active Vision....Pages 11-30
Figure-Ground Segmentation—Pixel-Based....Pages 31-51
Figure-Ground Segmentation—Object-Based....Pages 53-70
Face Detection....Pages 71-90
Wide Area Tracking in Single and Multiple Views....Pages 91-107
Benchmark Datasets for Detection and Tracking....Pages 109-128
Front Matter....Pages 129-129
Articulated Pose Estimation and Tracking: Introduction....Pages 131-137
Model-Based Pose Estimation....Pages 139-170
Motion Models for People Tracking....Pages 171-198
Part-Based Models for Finding People and Estimating Their Pose....Pages 199-223
Feature-Based Pose Estimation....Pages 225-251
Benchmark Datasets for Pose Estimation and Tracking....Pages 253-275
Front Matter....Pages 277-277
On Human Action....Pages 279-288
Modeling and Recognition of Complex Human Activities....Pages 289-309
Action Recognition Using Topic Models....Pages 311-332
Learning Action Primitives....Pages 333-353
Contextual Action Recognition....Pages 355-376
Facial Expression Analysis....Pages 377-409
Benchmarking Datasets for Human Activity Recognition....Pages 411-427
Front Matter....Pages 429-429
Applications for Visual Analysis of People....Pages 431-435
Image and Video-Based Biometrics....Pages 437-454
Security and Surveillance....Pages 455-472
Predicting Pedestrian Trajectories....Pages 473-491
Human–Computer Interaction....Pages 493-510
Social Signal Processing: The Research Agenda....Pages 511-538
Sign Language Recognition....Pages 539-562
Sports TV Applications of Computer Vision....Pages 563-579
Multi-view 4D Reconstruction of Human Action for Entertainment Applications....Pages 581-596
Vision for Driver Assistance: Looking at People in a Vehicle....Pages 597-614
Back Matter....Pages 615-632