Hierarchical Perceptual Grouping for Object Recognition

Language: English

Published by Springer International Publishing Jan 2019, 2019

3030040399 / 9783030040390

Series: Book 69 of 86 - Advances in Computer Vision and Pattern Recognition

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

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This item is printed on demand - it takes 3-4 days longer - Neuware -This unique text/reference presents a unified approach to the formulation of Gestalt laws forperceptual grouping, and the construction of nested hierarchies by aggregation utilizing these laws. The book also describes the extraction of such constructions from noisy images showing man-made objects and clutter. Each Gestalt operation is introduced in a separate, self-contained chapter, together with application examples and a brief literature review. These are then brought together in an algebraic closure chapter, followed by chapters that connect the method to the data - i.e., the extraction of primitives from images, cooperation with machine-readable knowledge, and cooperation with machine learning.Topics and features: offers the first unified approach to nested hierarchical perceptual grouping; presents a review of all relevant Gestalt laws in a single source; covers reflection symmetry, frieze symmetry, rotational symmetry, parallelism and rectangular settings, contour prolongation, and lattices; describes the problem from all theoretical viewpoints, including syntactic, probabilistic, and algebraic perspectives; discusses issues important to practical application, such as primitive extraction and any-time search; provides an appendix detailing a general adjustment model with constraints.This work offers new insights and proposes novel methods to advance the field of machine vision, which will be of great benefit to students, researchers, and engineers active in this area. 208 pp. Englisch.…

Seller Inventory # 9783030040390

Title
Hierarchical Perceptual Grouping for Object Recognition
Author
Jochen Meidow
Publisher
Springer International Publishing Jan 2019
Publication year
2019
Condition
Neu
Binding
Buch
Language
English
ISBN 10
3030040399
ISBN 13
9783030040390
Item weight
483 grams
Dimensions
241x160x17 mm
Series
Book 69 of 86: Advances in Computer Vision and Pattern Recognition

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.

Item5 to 15 business days5 to 15 business days
First itemUS$ 25.76US$ 25.76
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BuchWeltWeit Ludwig Meier e.K.

Germany