3D Trajectory Extraction from 2D Videos for Human Activity Analysis 1st Edition by Zeyd Boukhers ISBN 9783832592646 3832592644

3D Trajectory Extraction from 2D Videos for Human Activity Analysis 1st Edition by Zeyd Boukhers – Ebook PDF Instant Download/Delivery: 9783832592646 ,3832592644
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Product details:

ISBN 10: 3832592644
ISBN 13: 9783832592646
Author: Zeyd Boukhers

3D Trajectory Extraction from 2D Videos for Human Activity Analysis 1st Edition Table of contents:

1. Introduction
   1.1 Problem
   1.2 Contribution
   1.3 Overview

2. Related Work
   2.1 Object Detection
   2.2 Trajectory Extraction
   2.3 Camera Parameters Estimation
   2.4 Trajectory Analysis

3. Object Detection
   3.1 Object Detection in Surveillance Videos
   3.2 Object Detection in Still Images
   3.3 Summary

4. 3D Trajectory Extraction from Surveillance Videos
   4.1 Initialization
   4.2 Best Frame Selection
   4.3 Particle Filter
   4.4 Coordinate Conversion
   4.5 Summary

5. 3D Trajectory Extraction from Moving Cameras
   5.1 Focal Length Estimation
   5.2 Object’s Depth Estimation
   5.3 Observation Model
   5.4 Motion Model
   5.5 Sampling
   5.6 Summary

6. Application: Trajectory Analysis
   6.1 Convoy Detection
   6.2 Suspicious Activity Detection
   6.3 Summary

7. Experiments and Results
   7.1 Object Detection
   7.2 3D Trajectory Extraction
   7.3 Trajectory Analysis
   7.4 Discussion

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Tags: Zeyd Boukhers, 3D Trajectory Extraction, Human Activity Analysis