On Hierarchical Models for Visual Recognition and Learning of Objects, Scenes, and Activities

Language: English

Published by Springer International Publishing Okt 2016, 2016

3319358626 / 9783319358628

Series: Book 12 of 378 - Studies in Systems, Decision and Control

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Seller: BuchWeltWeit Ludwig Meier e.K., Bergisch Gladbach, GermanyBuchWeltWeit Ludwig Meier e.K.

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Softcover

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This item is printed on demand - it takes 3-4 days longer - Neuware -In many computer vision applications, objects have to be learned and recognized in images or image sequences. This book presents new probabilistic hierarchical models that allow an efficient representation of multiple objects of different categories, scales, rotations, and views. The idea is to exploit similarities between objects and object parts in order to share calculations and avoid redundant information. Furthermore inference approaches for fast and robust detection are presented. These new approaches combine the idea of compositional and similarity hierarchies and overcome limitations of previous methods. Besides classical object recognition the book shows the use for detection of human poses in a project for gait analysis. The use of activity detection is presented for the design of environments for ageing, to identify activities and behavior patterns in smart homes. In a presented project for parking spot detection using an intelligent vehicle, the proposed approaches are used to hierarchically model the environment of the vehicle for an efficient and robust interpretation of the scene in real-time. 216 pp. Englisch.…

Seller Inventory # 9783319358628

Title
On Hierarchical Models for Visual Recognition and Learning of Objects, Scenes, and Activities
Author
Jens Spehr
Publisher
Springer International Publishing Okt 2016
Publication year
2016
Condition
Neu
Binding
Taschenbuch
Language
English
ISBN 10
3319358626
ISBN 13
9783319358628
Item weight
335 grams
Dimensions
235x155x12 mm
Series
Book 12 of 378: Studies in Systems, Decision and Control

BuchWeltWeit Ludwig Meier e.K.

Bergisch Gladbach, Germany

5-star seller

AbeBooks seller since January 11, 2012

Shipping rates from Germany to U.S.A.

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BuchWeltWeit Ludwig Meier e.K.

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