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Open Source Computer Vision Library (OPENCV)
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Open Source Computer Vision Library (OPENCV)
by Sing Bing Kang, Gérard Medioni
Emerging Topics in Computer Vision
Copyright
IMSC Press Multimedia Series
Preface
Contributors
Introduction
Fundamentals In Computer Vision
Camera Calibration
Introduction
Notation and Problem Statement
Camera Calibration with 3D Objects
Camera Calibration with 2D Objects: Plane-Based Technique
Solving Camera Calibration with 1D Objects
Self-Calibration
Conclusion
Appendix: Estimating Homography Between the Model Plane and Its Image
Bibliography
Multiple View Geometry
Introduction
Projective Geometry
Tensor Calculus
Modeling Cameras
Multiple View Geometry
Structure and Motion I
Structure and Motion Π
Autocalibration
Dense Depth Estimation
Visual Modeling
Conclusion
Robust Techniques for Computer Vision
Robustness in Visual Tasks
Models and Estimation Problems
Location Estimation
Robust Regression
Conclusion
Acknowledgments
Bibliography
The Tensor Voting Framework
Introduction
Related Work
Tensor Voting in 2D
Tensor Voting in 3D
Tensor Voting in ND
Application to Computer Vision Problems
Conclusion and Future Work
Acknowledgments
Bibliography
Applications In Computer Vision
Image-Based Lighting
Basic Image-Based Lighting
Advanced Image-Based Lighting
Image-Based Relighting
Conclusion
Bibliography
Computer Vision In Visual Effects
Introduction
Computer Vision Problems Unique to Film
Feature Tracking
Optical Flow
Camera Tracking and Structure from Motion
The Future
Bibliography
Content-Based Image Retrieval: An Overview
Overview of Chapter
Image Domains
Image Features
Representation and Indexing
Similarity and Search
Interaction and Learning
Conclusion
Bibliography
FAce Detection, Alignment, and Recognition
Introduction
Face Detection
Face Alignment
Face Recognition
Bibliography
Perceptual Interfaces
Introduction
Perceptual Interfaces and HCI
Multimodal Interfaces
Vision-Based Interfaces
Brain-Computer Interfaces
Summary
Bibliography
Programming for Computer Vision
Open Source Computer Vision Library (OPENCV)
Overview
Functional Groups: What's Good for What
Pictorial Tour
Programming Examples Using C/C++
Other Interfaces
Appendix A
Appendix B
Bibliography
Software Architecture for Computer Vision
Introduction
SAI: A Software Architecture Model
MFSM: An Architectural Middleware
Conclusion
Acknowledgments
Bibliography
DVD Warranty
Index
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Programming for Computer Vision
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Overview
Chapter 11. Open Source Computer Vision Library (OPENCV)
Gary Bradski
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