Applied Computer Vision and Soft Computing with Interpretable AI

Applied Computer Vision and Soft Computing with Interpretable AI
by: Swati V. Shinde (Editor), Darshan V. Medhane (Editor), Oscar Castillo (Editor)
Publisher Finelybook 出版社: Chapman and Hall/CRC; (October 5, 2023)
Language 语言: English
Hardcover: 316 pages
ISBN-10: 1032417234
ISBN-13: 9781032417233
Book Description
This reference text presents the knowledge base of computer vision and soft computing techniques with their applications for sustainable developments.
Features:
Covers a variety of deep learning architectures useful for computer vision tasks
Demonstrates the use of different soft computing techniques and their applications for different computer vision tasks
Highlights the unified strengths of hybrid techniques based on deep learning and soft computing taken together that give the interpretable, adaptive, and optimized solution to a given problem
Addresses the different issues and further research opportunities in computer vision and soft computing
Describes all the concepts with practical examples and case studies with appropriate performance measures that validate the applicability of the respective technique to a certain domain
Considers recent real word problems and the prospective solutions to these problems
This book will be useful to researchers, students, faculty, and industry personnel who are eager to explore the power of deep learning and soft computing for different computer vision tasks.