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Item Details
| Title:
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ADVANCED TOPICS IN COMPUTER VISION
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| By: |
Giovanni Maria Farinella (Editor), Sebastiano Battiato (Editor), Roberto Cipolla (Editor) |
| Format: |
Paperback |
| List price:
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£96.50 |
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We currently do not stock this item, please contact the publisher directly for
further information.
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| ISBN 10: |
1447170253 |
| ISBN 13: |
9781447170259 |
| Publisher: |
SPRINGER LONDON LTD |
| Pub. date: |
23 August, 2016 |
| Edition: |
Softcover reprint of the original 1st ed. 2013 |
| Series: |
Advances in Computer Vision and Pattern Recognition |
| Pages: |
433 |
| Description: |
This book presents a broad selection of cutting-edge research, covering both theoretical and practical aspects of reconstruction, registration, and recognition. The text describes novel algorithms designed to infer the semantic content of images and videos. |
| Synopsis: |
This book presents a broad selection of cutting-edge research, covering both theoretical and practical aspects of reconstruction, registration, and recognition. The text provides an overview of challenging areas and descriptions of novel algorithms. 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 for solving MRF problems; 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. |
| Illustrations: |
38 black & white illustrations, 180 colour illustrations, 50 black & white |
| Publication: |
UK |
| Imprint: |
Springer London Ltd |
| Returns: |
Returnable |
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