Intelligent information processing of digital images

Author: Xu Lizhong
Publisher:
Publish Date: 2001-07-01
Features: This book is a specialized work on digital image intelligent information processing. It is divided into eight chapters, including: an overview of research on software computing and computational intelligence, as well as soft computing methods for information processing; basic techniques for image preprocessing; image preprocessing techniques based on fuzzy set and rough set theories; image restoration methods based on genetic algorithms and combined fuzzy-genetic algorithm approaches; image compression coding; vector quantization coding methods combining rough sets and neural networks; information fusion coding methods, etc. The book presents novel content and emphasizes the connection between theory and practice, making it a valuable reference for engineering technicians, researchers, graduate students, and senior undergraduate students in related fields such as electronic information engineering, computer applications, industrial automation, and mechatronics engineering.