Hierarchical Perceptual Grouping for Object Recognition

Lingua: inglese

Editore: Springer International Publishing Jan 2019, 2019

3030040399 / 9783030040390

Serie: Libro 69 di 86 - Advances in Computer Vision and Pattern Recognition

Da: BuchWeltWeit Ludwig Meier e.K., Bergisch Gladbach, GermaniaBuchWeltWeit Ludwig Meier e.K.

Venditore con 5 stelle

Venditore AbeBooks dal 11 gennaio 2012

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Descrizione dell’articolo da parte del venditore

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.…

Codice articolo 9783030040390

Titolo
Hierarchical Perceptual Grouping for Object Recognition
Autore
Jochen Meidow
Editore
Springer International Publishing Jan 2019
Anno di pubblicazione
2019
Condizione
Neu
Rilegatura
Buch
Lingua
inglese
ISBN 10
3030040399
ISBN 13
9783030040390
Peso dell'articolo
483 grammi
Dimensioni
241x160x17 mm
Serie
Libro 69 di 86: Advances in Computer Vision and Pattern Recognition

BuchWeltWeit Ludwig Meier e.K.

Bergisch Gladbach, Germania

Venditore con 5 stelle

Venditore AbeBooks dal 11 gennaio 2012

Tariffe di spedizione da Germania a U.S.A.

ArticoloDa 5 a 15 giorni lavorativiDa 5 a 15 giorni lavorativi
Primo articoloEUR 23,00EUR 23,00
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BuchWeltWeit Ludwig Meier e.K.

Germania