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Advanced Topics in Computer Vision

Advanced Topics in Computer Vision

by Roberto CipollaGiovanni Maria Farinella and Sebastiano Battiato
Hardback
Publication Date: 07/10/2013

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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.
ISBN:
9781447155195
9781447155195
Category:
Computer vision
Format:
Hardback
Publication Date:
07-10-2013
Language:
English
Publisher:
Springer London Ltd
Country of origin:
United Kingdom
Pages:
433
Dimensions (mm):
235x155x25mm
Weight:
8.73kg

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