Items related to Moment Functions in Image Analysis: Theory and Applications
Synopsis
This book is a comprehensive treatise on the theory and applications of moment functions in image analysis. Moment functions are widely used in various realms of computer vision and image processing. Numerous algorithms and techniques have been developed using image moments, in the areas of pattern recognition, object identification, three-dimensional object pose estimation, robot sensing, image coding and reconstruction. This book provides a compilation of the theoretical aspects related to different types of moment functions, and their applications in the above areas.The book is organized into two parts. The first part discusses the fundamental concepts behind important moments such as geometric moments, complex moments, Legendre moments, Zernike moments, and moment tensors. Most of the commonly used properties of moment functions and the mathematical framework for the derivation of basic theorems and results are discussed in detail. This includes the derivation of moment invariants, implementation aspects of moments, transform properties, and fast methods for computing the moment functions for both binary and gray-level images. The second part presents the key application areas of moments such as pattern recognition, object identification, image-based pose estimation, edge detection, clustering, segmentation, coding and reconstruction. Important algorithms in each of these areas are discussed. A comprehensive list of bibliographical references on image moments is also included.
"synopsis" may belong to another edition of this title.
Synopsis
A comprehensive treaty on the theory and applications of moment functions in image analysis. Moment functions are widely-used in various realms of computer vision and image processing. Numerous algorithms and techniques have been developed using image moments, in the areas of pattern recognition, object identification, three-dimensional object pose estimation, robot sensing, image coding and reconstruction. This is a compilation of the theoretical aspects related to different types of moment functions, and their applications in the above areas. The book is organized in two parts. The first part discusses the fundamental concepts behind important moments such as geometric moments, complex moments, Legendre moments, Zernike moments, and moment tensors. Most of the commonly-used properties of moment functions and the mathematical framework for the derivation of basic theorems and results are discussed. This includes the derivation of moment invariants, implementation aspects of moments, transport properties, and fast methods for computing the moment functions for both binary and gray-level images.
The second part presents the key application areas of moments, such as pattern recognition, object identification, image-based pose estimation, edge detection, clustering, segmentation, coding and reconstruction. Important algorithms in each of these areas are discussed. A list of bibliographic references on image moments is also included."About this title" may belong to another edition of this title.
Search results for Moment Functions in Image Analysis: Theory and Applications
Stock Image
Moment Functions in Image Analysis - Theory and Applications
Published by
World Scientific Publishing Company, 1998
ISBN 10: 9810235240
ISBN 13: 9789810235246
Used
Hardcover
Seller: Friends Of Bridgeport Public Library, Bridgeport, CT, U.S.A.
Seller rating 5 out of 5 stars
Hardcover. Condition: Fine. Dust Jacket Condition: Near Fine. Beautiful copy in nearly-new condition. The Friends of the Bridgeport Public Library use these funds to promote literacy in the community and in the Bridgeport public schools. Seller Inventory # 009107
Quantity: 1 available
Stock Image
Moment Functions in Image Analysis - Theory and Applications
Published by
World Scientific Publishing Comp, 1998
ISBN 10: 9810235240
ISBN 13: 9789810235246
Used
Hardcover
Seller: suffolkbooks, Center moriches, NY, U.S.A.
Seller rating 4 out of 5 stars
hardcover. Condition: Very Good. Fast Shipping - Safe and Secure 7 days a week! Seller Inventory # 3TWOWA002Q7T
Quantity: 2 available