An edition of Advanced Topics in Computer Vision (2013)

Advanced Topics in Computer Vision

Advanced Topics in Computer Vision
Giovanni Maria Farinella, Seba ...
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Last edited by ImportBot
January 27, 2022 | 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
Language
English

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

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Book Details


Classifications

Library of Congress
QA75.5-76.95

The Physical Object

Pagination
xiv, 433

ID Numbers

Open Library
OL36715361M
ISBN 13
9781447155201

Source records

Better World Books record

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January 27, 2022 Created by ImportBot Imported from Better World Books record