Advanced Real Time Manipulation of Video Streams 1st Edition by Jan Herling – Ebook PDF Instant Download/Delivery: 3658058102, 9783658058104
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Product details:
ISBN 10: 3658058102
ISBN 13: 9783658058104
Author: Jan Herling
Diminished Reality is a new fascinating technology that removes real-world content from live video streams. This sensational live video manipulation actually removes real objects and generates a coherent video stream in real-time. Viewers cannot detect modified content. Existing approaches are restricted to moving objects and static or almost static cameras and do not allow real-time manipulation of video content. Jan Herling presents a new and innovative approach for real-time object removal with arbitrary camera movements.
Advanced Real Time Manipulation of Video Streams 1st Table of contents:
1 Introduction
1.1 Objective
1.2 Outline
2 Related Work
2.1 Static Image Processing
2.1.1 Texture Synthesis
2.1.2 Image Inpainting
2.1.3 Image Composition
2.1.4 Image Manipulation
2.1.5 Discussion
2.2 Video Inpainting
2.2.1 Almost Stationary Camera Motion
2.2.2 Dynamic Camera Motion
2.2.3 Discussion
2.3 Mediated Reality
2.3.1 Mixed Reality
2.3.2 Diminished Reality
2.3.3 Discussion
3 Concept
3.1 Real-Time Image Inpainting
3.2 Real-Time Video Inpainting
4 Image Inpainting
4.1 Mapping Function
4.2 Cost Function
4.2.1 Spatial Cost
4.2.2 Appearance Cost
4.3 Iterative Refinement
4.4 Initialization
4.4.1 Randomized Erosion Filter
4.4.2 Contour Initialization
4.4.3 Patch Initialization
4.4.4 Discussion
4.5 Implicit Constraints
4.6 Explicit Constraints
4.6.1 Area Constraints
4.6.2 Structural Constraints
4.7 Analysis
4.7.1 Convergence
4.7.2 Complexity
4.8 Implementation Issues
4.9 Results
4.10 Limitations
4.10.1 Pixel-based Inpainting of Homogenous Content
4.10.2 Perspective Image Inpainting
4.11 Discussion
5 Video Inpainting
5.1 Object Selection
5.2 Object Tracking
5.2.1 Heterogeneous Environments
5.2.2 Intermediate Environments
5.2.3 Homogenous Environments
5.2.4 Contour Refinement
5.2.5 Discussion
5.3 Mapping Propagation
5.4 Inpainting Pipeline
5.5 Compensation of Ambient Lighting Changes
5.6 Extended Appearance Cost
5.7 Results
5.7.1 Performance Issues
5.7.2 User Study
5.7.3 Visual Results
5.8 Limitations
5.8.1 Object Selection and Tracking
5.8.2 Video Inpainting
5.9 Discussion
6 Conclusion
6.1 Summary
6.2 Future Work
6.2.1 Image Inpainting
6.2.2 Video Inpainting
6.2.3 Fields of Application
7 Spatial Cost Convergence
7.1 Spatial Cost for Local Mappings
7.2 Spatial Cost for Neighbors
7.3 Spatial Cost for Non-Neighbors
8 Appearance Cost Convergence
8.1 Appearance Cost for Local Mappings
8.2 Appearance Cost for Neighbors
8.3 Appearance Cost for Non-Neighbors
A Appendix
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Tags: Jan Herling, Manipulation, Streams