Название: Computational Intelligence in Image and Video ProcessingАвтор: Mukesh D Patil, Gajanan K Birajdar, Sangita S Chaudhari
Издательство: CRC Press
Серия: Chapman & Hall/CRC Computational Intelligence and Its Applications
Год: 2023
Страниц: 361
Язык: английский
Формат: pdf (true)
Размер: 16.36 MB
Computational Intelligence in Image and Video Processing presents introduction, state-of-the-art and adaptations of Computational Intelligence (CI) techniques and their usefulness in image and video enhancement, classification, retrieval, forensics and captioning. It covers an amalgamation of such techniques in diverse applications of image and video processing.
Over the years, there has been tremendous growth in the contents of online/offine multimedia. There is a plethora of application domains in which image and video play a dominant role. Some of the problems in these felds are audio/video perception, controlled activity planning through computer vision, medical diagnosis, etc., and they need to be solved by formulating optimal and intelligent solutions. There is vast research and development in the computational intelligence feld and its applicability in a wide range of problem domains. In this book, the concepts of neuro-fuzzy system, Deep Learning, evolutionary algorithms and nature-inspired optimization algorithms are introduced with their applications in image and video processing. The main objective of this book is to provide a common platform for academicians, researchers and practitioners to obtain a deeper insight into the current state-of-the-art techniques/technologies in the computational intelligence domain and their use in the image and video processing domain.
This book:
- Covers various aspects of image and video processing and intelligent solutions using computational intelligence techniques
- Discusses the latest evolutionary and nature-inspired approaches to solve optimization problems in the image and video processing domain
- Covers heuristic as well as metaheuristic algorithms to provide intelligent and optimized solutions
- Illustrates key case studies involving intelligent image/video processing from various application domains
- Includes the code snippets/pseudocodes for the algorithm/techniques for intelligent image and video processing
This book is primarily aimed at advanced undergraduates, graduates and researchers in computer science and information technology. Engineers and industry professionals will also find this book useful.
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