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Computer vision : detection, recognition and reconstruction

Author: Roberto Cipolla; Sebastiano Battiato; Giovanni Maria Farinella
Publisher: Berlin ; New York : Springer, ©2010.
Series: Studies in computational intelligence, v. 285.
Edition/Format:   Print book : EnglishView all editions and formats
Summary:
The series Studies in Computational Intelligence (SCI) publishes new developments and advances in the various areas of computational intelligence - quickly and with a high quality. The intent is to cover the theory, applications, and design methods of computational intelligence, as embedded in the fields of engineering, computer science, physics and life science, as well as the methodologies behind them. The series
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Document Type: Book
All Authors / Contributors: Roberto Cipolla; Sebastiano Battiato; Giovanni Maria Farinella
ISBN: 9783642128479 3642128475
OCLC Number: 631139129
Notes: "This edited volume contains a selection of articles covering some of the talks and tutorials held during the first two editions of the school [International Computer Vision Summer School] on topics such as recognition, registration and reconstruction."--Preface.
Description: xx, 350 pages : illustrations (some color) ; 25 cm.
Contents: Is human vision any good? / Jan J. Koenderink --
Knowing a good feature when you see it : ground truth and methodology to evaluate local features for recognition / Andrea Vedaldi, Haibin Ling, Stefano Soatto --
Dynamic graph cuts and their applications in computer vision / Pushmeet Kohli, Philip H.S. Torr --
Discriminative graphical models for context-based classification / Sanjiv Kumar --
From the subspace methods to the mutual subspace method / Ken-ichi Maeda --
What, where and who? Telling the story of an image by activity classification, scene recognition and object categorization / Li Fei-Fei, Li-Jia Li --
Semantic texton forests / Matthew Johnson, Jamie Shotton --
Multi-view object categorization and pose estimation / Silvio Savarese, Li Fei-Fei --
A vision-based remote control / Björn Stenger, Thomas Woodley, Roberto Cipolla --
Multi-view multi-object detection and tracking / Murtaza Taj, Andrea Cavallaro --
Shape from photographs : a multi-view stereo pipeline / Carlos Hernández, George Vogiatzis --
Practical 3D reconstruction based on photometric stereo / George Vogiatzis, Carlos Hernández.
Series Title: Studies in computational intelligence, v. 285.
Responsibility: Roberto Cipolla, Sebastiano Battiato, and Giovanni Maria Farinella (eds.).

Abstract:

Computer vision is the science and technology of making machines that see. This edited volume contains a selection of articles covering some of the talks and tutorials held during the first two  Read more...

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