Applied Computer Vision and Soft Computing with Interpretable AI

This reference text covers the knowledge base of computer vision and soft computing techniques with their applications for sustainable developments, highlighting the unified strengths of hybrid techniques for interpretable, adaptive, and optimized solutions. It is useful for researchers, students, faculty, and industry personnel.

Format: Hardback
Length: 316 pages
Publication date: 05 October 2023
Publisher: Taylor & Francis Ltd

This comprehensive reference text delves into the realm of computer vision and soft computing techniques, presenting a wealth of knowledge and their applications for sustainable developments. It encompasses a diverse range of deep learning architectures, showcasing their effectiveness in various computer vision tasks. The book also demonstrates the utilization of diverse soft computing techniques, highlighting their applications in addressing different computer vision challenges. By combining the strengths of hybrid techniques rooted in deep learning and soft computing, it offers an interpretable, adaptive, and optimized solution to a wide array of problems. Furthermore, the book addresses various issues and presents exciting research opportunities in the fields of computer vision and soft computing. It elucidates all concepts with practical examples and case studies, accompanied by appropriate performance measures to validate the applicability of each technique within specific domains. Additionally, the book takes into account recent real-world problems and explores prospective solutions, making it an invaluable resource for researchers, students, faculty, and industry professionals seeking to harness the power of deep learning and soft computing for diverse computer vision applications.

Weight: 788g
Dimension: 182 x 261 x 25 (mm)
ISBN-13: 9781032417233