Hierarchical Perceptual Grouping for Object Recognition : Theoretical Views and Gestalt-Law Applications

Language: English

Published by Palgrave Pivot, 2019

3030040399 / 9783030040390

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

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Seller: AHA-BUCH GmbH, Einbeck, GermanyAHA-BUCH GmbH

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nach der Bestellung gedruckt Neuware - Printed after ordering - 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.…

Seller Inventory # 9783030040390

Title
Hierarchical Perceptual Grouping for Object Recognition : Theoretical Views and Gestalt-Law Applications
Author
Jochen Meidow
Publisher
Palgrave Pivot
Publication year
2019
Condition
Neu
Binding
Buch
Language
English
ISBN 10
3030040399
ISBN 13
9783030040390
Item weight
431 grams
Dimensions
241x160x17 mm
Series
Book 69 of 86: Advances in Computer Vision and Pattern Recognition

AHA-BUCH GmbH

Einbeck, Germany

5-star seller

AbeBooks seller since August 14, 2006

Shipping rates from Germany to U.S.A.

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