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Item Details
Title: FOUNDATIONS OF COMPUTER VISION
COMPUTATIONAL GEOMETRY, VISUAL IMAGE STRUCTURES AND OBJECT SHAPE DETECTION
By: James F. Peters
Format: Hardback

List price: £79.99


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ISBN 10: 331952481X
ISBN 13: 9783319524818
Publisher: SPRINGER INTERNATIONAL PUBLISHING AG
Pub. date: 23 March, 2017
Edition: 1st ed. 2017
Series: Intelligent Systems Reference Library 124
Pages: 431
Synopsis: This book introduces the fundamentals of computer vision (CV), with a focus on extracting useful information from digital images and videos. Including a wealth of methods used in detecting and classifying image objects and their shapes, it is the first book to apply a trio of tools (computational geometry, topology and algorithms) in solving CV problems, shape tracking in image object recognition and detecting the repetition of shapes in single images and video frames. Computational geometry provides a visualization of topological structures such as neighborhoods of points embedded in images, while image topology supplies us with structures useful in the analysis and classification of image regions. Algorithms provide a practical, step-by-step means of viewing image structures. The implementations of CV methods in Matlab and Mathematica, classification of chapter problems with the symbols (easily solved) and (challenging) and its extensive glossary of key words, examples and connections with the fabric of CV make the book an invaluable resource for advanced undergraduate and first year graduate students in Engineering, Computer Science or Applied Mathematics.It offers insights into the design of CV experiments, inclusion of image processing methods in CV projects, as well as the reconstruction and interpretation of recorded natural scenes.
Illustrations: 53 black & white illustrations, 301 colour illustrations, biography
Publication: Switzerland
Imprint: Springer International Publishing AG
Returns: Returnable
Some other items by this author:
BRAIN INFORMATICS AND HEALTH (PB)
COMPUTATIONAL GEOMETRY, TOPOLOGY AND PHYSICS OF DIGITAL IMAGES WITH APPLICATIONS
COMPUTATIONAL GEOMETRY, TOPOLOGY AND PHYSICS OF DIGITAL IMAGES WITH APPLICATIONS (HB)
COMPUTATIONAL INTELLIGENCE IN SOFTWARE ENGINEERING, ADVANCES IN FUZZY SYSTEMS: APPLICATIONS AND THEORY (HB)
COMPUTATIONAL PROXIMITY (HB)
COMPUTATIONAL PROXIMITY : EXCURSIONS IN (PB)
FOUNDATIONS OF COMPUTER VISION (PB)
MAN-MACHINE INTERACTIONS (PB)
ROUGH FUZZY IMAGE ANALYSIS
ROUGH FUZZY IMAGE ANALYSIS (HB)
ROUGH SETS AND CURRENT TRENDS IN COMPUTING (PB)
ROUGH SETS AND INTELLIGENT SYSTEMS PARADIGMS (PB)
ROUGH SETS AND KNOWLEDGE TECHNOLOGY (PB)
ROUGH SETS, FUZZY SETS, DATA MINING, AND GRANULAR COMPUTING (PB)
SOFTWARE ENGINEERING (HB)
SPACECRAFT SYSTEMS DESIGN AND OPERATIONS (PB)
THE ART OF COMPILER DESIGN (HB)
THE OPENVMS USER'S GUIDE (PB)
TOPOLOGY OF DIGITAL IMAGES (HB)
TOPOLOGY OF DIGITAL IMAGES (PB)
TOPOLOGY WITH APPLICATIONS: TOPOLOGICAL SPACES VIA NEAR AND FAR (HB)
TRANSACTIONS ON ROUGH SETS (PB)
TRANSACTIONS ON ROUGH SETS (PB)
TRANSACTIONS ON ROUGH SETS (PB)
TRANSACTIONS ON ROUGH SETS (PB)
TRANSACTIONS ON ROUGH SETS (PB)
TRANSACTIONS ON ROUGH SETS (PB)
TRANSACTIONS ON ROUGH SETS (PB)
TRANSACTIONS ON ROUGH SETS (PB)
TRANSACTIONS ON ROUGH SETS VII (PB)
TRANSACTIONS ON ROUGH SETS X (PB)
TRANSACTIONS ON ROUGH SETS XI (PB)
TRANSACTIONS ON ROUGH SETS XIII (PB)
TRANSACTIONS ON ROUGH SETS XIX (PB)
TRANSACTIONS ON ROUGH SETS XV (PB)
TRANSACTIONS ON ROUGH SETS XVI (PB)
TRANSACTIONS ON ROUGH SETS XVII (PB)
TRANSACTIONS ON ROUGH SETS XVIII (PB)
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