Texture Feature Extraction Techniques for Image Recognition

Chaki, Jyotismita

Texture Feature Extraction Techniques for Image Recognition by Jyotismita Chaki, Nilanjan Dey. - 1st ed. 2020. - 1 recurso en línea (XIV, 100 páginas) 75 ilustraciones, 12 ilustraciones a color. - SpringerBriefs in Computational Intelligence 2625-3704 Intelligent Technologies and Robotics (Springer-42732) .

Introduction -- Statistical Texture Features -- Structural Texture Features -- Signal Processed Texture Features -- Model Based Texture Features -- Applications of Texture Features.

The book describes various texture feature extraction approaches and texture analysis applications. It introduces and discusses the importance of texture features, and describes various types of texture features like statistical, structural, signal-processed and model-based. It also covers applications related to texture features, such as facial imaging. It is a valuable resource for machine vision researchers and practitioners in different application areas.

9789811508530

10.1007/978-981-15-0853-0 doi


Fotónica

TA1654 / 2020 EB