Flávia Gonçalves Fernandes, João Ludovico Barbosa

Advanced Image Processing Techniques

Geometric Methods for Texture Analysis

• Broschiertes Buch

Produktbeschreibung

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.

Produktdetails

• Verlag: Our Knowledge Publishing
• Seitenzahl: 52
• Erscheinungstermin: 20. April 2024
• Englisch
• Abmessung: 220mm x 150mm x 4mm
• Gewicht: 96g
• ISBN-13: 9786207409020
• ISBN-10: 6207409027
• Artikelnr.: 70417550

Autorenporträt

Flavia Goncalves Fernandes und Joao Ludovico Maximiano Barbosa haben einen Bachelor-Abschluss in Computertechnik und einen Master-Abschluss in Biomedizintechnik von der Bundesuniversität von Uberlândia - UFU. Sie ist derzeit Professorin an der Bundesuniversität von Goiás - Catalão, und er ist IT-Analyst bei Algar Telecom in Uberlândia-MG.