An edition of Advanced Topics in Computer Vision (2013)

Advanced Topics in Computer Vision

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Last edited by MARC Bot
September 23, 2024 | History
An edition of Advanced Topics in Computer Vision (2013)

Advanced Topics in Computer Vision

Computer vision is the science and technology of making machines that see. It is concerned with the theory, design and implementation of algorithms that can automatically process visual data to recognize objects, track and recover their shape and spatial layout.  This unique text/reference presents a broad selection of cutting-edge research, covering both theoretical and practical aspects of the three main areas in computer vision: reconstruction, registration, and recognition. The book provides an in-depth overview of challenging areas, in addition to descriptions of novel algorithms that exploit machine learning and pattern recognition techniques to infer the semantic content of images and videos.  Topics and features: Investigates visual features, trajectory features, and stereo matching Reviews the main challenges of semi-supervised object recognition, and a novel method for human action categorization Presents a framework for the visual localization of MAVs, and for the use of moment constraints in convex shape optimization Examines solutions to the co-recognition problem, and distance-based classifiers for large-scale image classification Describes how the four-color theorem can be used in early computer vision for solving MRF problems where an energy is to be minimized Introduces a Bayesian generative model for understanding indoor environments, and a boosting approach for generalizing the k-NN rule Discusses the issue of scene-specific object detection, and an approach for making temporal super resolution video from a single input image sequence  This must-read collection will be of great value to advanced undergraduate and graduate students of computer vision, pattern recognition and machine learning. Researchers and practitioners will also find the book useful for understanding and reviewing current approaches in computer vision.

Publish Date
Publisher
Springer
Pages
433

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Edition Availability
Cover of: Advanced Topics in Computer Vision
Advanced Topics in Computer Vision
2016, Springer London, Limited
in English
Cover of: Advanced Topics in Computer Vision
Advanced Topics in Computer Vision
2013, Springer London, Limited
in English
Cover of: Advanced Topics in Computer Vision
Advanced Topics in Computer Vision
Sep 24, 2013, Springer
hardcover

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Book Details


Edition Notes

Source title: Advanced Topics in Computer Vision (Advances in Computer Vision and Pattern Recognition)

Classifications

Library of Congress
TA1501-1820, T385, TA1637-1638, TK7882.P3

The Physical Object

Format
hardcover
Number of pages
433

ID Numbers

Open Library
OL28147249M
ISBN 10
144715519X
ISBN 13
9781447155195

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History

Download catalog record: RDF / JSON / OPDS | Wikipedia citation
September 23, 2024 Edited by MARC Bot import existing book
February 26, 2022 Edited by ImportBot import existing book
May 27, 2020 Created by ImportBot Imported from amazon.com record