Emerging Topics in Computer Vision

Name: Emerging Topics in Computer Vision
Price: 8.84 USD
Availability: InStock
ISBN: 9780131013667

ISBN-10: 0131013661

ISBN-13: 9780131013667

Edition: 2005

Authors: Gerard Medioni, Sing Bing Kang

List price: $99.00

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Description:

The popularity of topics in computer vision shifts periodically, precipitated by what actually works or shows great promise, changing interests in applications, and on occasion, fortuitous advancements in hardware technology. Some of these topics remain popular over the years, such as facial recognition and modeling from images, while others are relatively new, such as computer vision techniques for graphics and the application of level-set theory in computer vision. Many currently popular topics in computer vision tend to be multidisciplinary. The primary aim of this book is to provide a snapshot of topics that are currently popular in computer vision and enable the curious to get a quick…

Book details

List price: $99.00
Copyright year: 2005
Publisher: Prentice Hall PTR
Publication date: 7/21/2004
Binding: Mixed Media
Pages: 688
Size: 7.25" wide x 9.25" long x 1.50" tall
Weight: 2.684
Language: English



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



Estimating Homography Between Plane and Image


Bibliography



Multiple View Geometry



Introduction


Projective Geometry


Tensor Calculus


Modeling Cameras


Multiple View Geometry


Structure and Motion I


Structure and Motion II


Autocalibration


Dense Depth Estimation


Visual Modeling


Conclusion


Bibliography



Robust Techniques for Computer Vision



Robustness in Visual Tasks


Models and Estimation Problems


Location Estimation


Robust Regression


Conclusion


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



Overview


Functional Groups: What's Good for What


Pictorial Tour


Programming Examples Using C/C++


Other Interfaces








Bibliography



Software Architecture For Computer Vision



Introduction


SAI: A Software Architecture Model


MFSM: An Architectural Middleware


Conclusion


Acknowledgments


Bibliography


Index