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portada Advanced Topics in Computer Vision
Type
Physical Book
Publisher
Author
Language
English
Pages
433
Format
Paperback
ISBN13
9781447170259
Categories

Advanced Topics in Computer Vision

Farinella, Giovanni Maria ; Battiato, Sebastiano ; Cipolla, Roberto (Author) · Springer · Paperback

Advanced Topics in Computer Vision - Farinella, Giovanni Maria ; Battiato, Sebastiano ; Cipolla, Roberto

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Synopsis "Advanced Topics in Computer Vision"

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.

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