Fundamentals of Computer Vision

Fundamentals of Computer Vision
Author: Wesley E. Snyder
Publisher: Cambridge University Press
Total Pages: 395
Release: 2017-09-28
Genre: Computers
ISBN: 1316885828

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Computer vision has widespread and growing application including robotics, autonomous vehicles, medical imaging and diagnosis, surveillance, video analysis, and even tracking for sports analysis. This book equips the reader with crucial mathematical and algorithmic tools to develop a thorough understanding of the underlying components of any complete computer vision system and to design such systems. These components include identifying local features such as corners or edges in the presence of noise, edge preserving smoothing, connected component labeling, stereopsis, thresholding, clustering, segmentation, and describing and matching both shapes and scenes. The extensive examples include photographs of faces, cartoons, animal footprints, and angiograms, and each chapter concludes with homework exercises and suggested projects. Intended for advanced undergraduate and beginning graduate students, the text will also be of use to practitioners and researchers in a range of applications.


Fundamentals of Computer Vision
Language: en
Pages: 395
Authors: Wesley E. Snyder
Categories: Computers
Type: BOOK - Published: 2017-09-28 - Publisher: Cambridge University Press

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Computer vision has widespread and growing application including robotics, autonomous vehicles, medical imaging and diagnosis, surveillance, video analysis, and
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An accessible, authoritative, and up-to-date computer vision textbook offering a comprehensive introduction to the foundations of the field that incorporates th
Foundations of Computer Vision
Language: en
Pages: 443
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This book introduces the fundamentals of computer vision (CV), with a focus on extracting useful information from digital images and videos. Including a wealth