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 gives 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 application domain. Consider the recent real word problems and the prospective solutions to these problems. This book will be useful to researchers, students, faculty, and industry persons who are eager to explore the power of deep learning and soft computing for different computer vision tasks.

Reviews different machine learning and deep learning techniques with a biomedical perspective Provides the relevant case studies that demonstrate applicability of different AI techniques Explain different kinds of inputs like various image modalities, biomedical signals types, etc. Covers the latest trends of AI-based biomedical domains including IoT, drug discovery, biomechanics, robotics, electronic health records, etc. Discusses the research challenges and opportunities in AI and biomedical domain

Covers different technologies like AI, IoT and Signal Processing in the context of biomedical applications Reviews medical image analysis, disease detection, and prediction Comprehends the advantage of recent technologies for medical record keeping through electronics health records (EHRs) Presents state of art research in the field of biomedical engineering using various physiological signals Explores different Bio Sensors used in Healthcare Applications using IoT