Advanced Image Processing Techniques: Geometric Methods for Texture Analysis - Brossura

Fernandes, Flávia Gonçalves; Barbosa, João Ludovico

 
9786207409020: Advanced Image Processing Techniques: Geometric Methods for Texture Analysis
Brossura
ISBN 10: 6207409027 ISBN 13: 9786207409020
Casa editrice: Our Knowledge Publishing, 2024

Sinossi

Texture is one of the most important features for classifying and recognizing objects and scenes, and can be characterized by local variations in pixel values that are repeated regularly or randomly throughout the object or image. Several methods for classifying images using texture features have been proposed in the literature. However, there is no generic method or formal approach that is useful for a wide variety of images. Texture refers to a visual pattern that has some homogeneous properties that are not simply the result of color or intensity. Unlike other characteristics (brightness, color), texture cannot be defined on a single pixel, but rather across a region or set of pixels. The three main approaches used in image classification to describe textures are statistical, structural and spectral, which are presented in this paper.

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Editore
Our Knowledge Publishing
Data di pubblicazione
2024
Lingua
Inglese
ISBN 10 
6207409027
ISBN 13 
9786207409020
Rilegatura
Copertina flessibile
Numero di pagine
52
Contatto del produttore
non disponibile
Persona responsabile
non disponibile