Advanced Topics in Computer Vision

Book Name: Advanced Topics in Computer Vision
Author: Giovanni Maria Farinella, Roberto Cipolla, Sebastiano Battiato
Publisher: Springer London Ltd
ISBN-10: 144715519X
Year: 2013
Pages: 437
Language: English
File size: 17.26 MB
File format: PDF

Advanced Topics in Computer Vision Pdf Book Description:

This publication presents a wide choice of cutting edge study, covering both the theoretical and practical elements of renovation, enrollment, and recognition. The text offers a synopsis of challenging places and descriptions of novel algorithms.

Characteristics: Explore visual attributes, trajectory attributes, and stereo fitting; reviews the principal challenges of semi-supervised item recognition, along with a novel way of human activity categorization; introduces a framework for its visual localization of MAVs, also for its usage of instant constraints in convex contour optimization; examines answers to the co-recognition issue, and distance-based classifiers for large-scale picture classification; explains the way the four-color theorem may be used for solving MRF issues; introduces a Bayesian generative model for comprehension indoor surroundings, and a fostering approach for generalizing the k-NN principle; discusses the problem of scene-specific object discovery, along with an approach for creating temporal super resolution movie.