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portada Advanced Topics in Computer Vision
Type
Physical Book
Publisher
Author
Language
English
Pages
433
Format
Hardcover
Dimensions
23.4x16x2.5 cm
Weight
1.00 kg.
ISBN13
9781447155195
Categories

Advanced Topics in Computer Vision

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

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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