Applied Computer Vision and Soft Computing with Interpretable AI

<p>This reference text presents the knowledge base of computer vision and soft computing techniques with their applications for sustainable developments.</p><p>Features:</p><ul> <li>Covers a variety of deep learning architectures useful for computer vision tasks</li> <li>Demonstrates the use of different soft computing techniques and their applications for different computer vision tasks</li> <li>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</li> <li>Addresses the different issues and further research opportunities in computer vision and soft computing</li> <li>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</li> <li>Considers recent real word problems and the prospective solutions to these problems</li> </ul><p>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.</p>