Image Processing Techniques and its Applications in Computer Vision and Artificial Intelligence
Dr. Shafqat Alauddin, Dr.Mrutyunjaya S Yalawar, Dr. S. Bharathidasan, Mr. T. Thiyagarajan
Indexed In: Google Scholar
Release Date: 30/10/2024 | Copyright:© 2024 | Pages: 400
DOI: 10.71443/9788197933660
ISBN10: 8197933669 | ISBN13: 9788197933660
Image Processing Techniques and its Applications in Computer Vision and Artificial Intelligence provides a comprehensive overview of image processing methods and their integration with AI and computer vision. The book covers essential techniques such as filtering, segmentation, and feature extraction, alongside advanced algorithms like edge detection and pattern recognition. It highlights the use of AI in applications such as object detection, face recognition, and medical imaging, with a focus on machine learning techniques like convolutional neural networks (CNNs). Practical case studies from industries such as healthcare, robotics, and autonomous driving illustrate real-world applications. This book is an essential resource for students, researchers, and professionals seeking to understand and apply image processing in AI-driven technologies.
This book covers essential image processing techniques and their applications in computer vision and artificial intelligence (AI). It explores foundational methods like filtering, segmentation, and feature extraction, as well as advanced algorithms such as edge detection and pattern recognition. The scope includes machine learning models like convolutional neural networks (CNNs) used for image classification and recognition. The book also examines real-world applications in computer vision, including object detection, face recognition, and motion tracking, with case studies from industries such as healthcare, robotics, and autonomous driving. Combining theory with practical examples, the book provides a comprehensive guide to image processing in AI.
Shafqat Alauddin, Ph.D., is a Professor in the Department of Chemistry, Shibli National College, Azamgarh (U P), India. He has been teaching undergraduate and postgraduate classes for the last twenty years. Earlier, he worked as Senior Research Fellow of IARI, New Delhi at D.D.U. Gorakhpur University, Gorakhpur. Dr. Shafqat Alauddin has to his credit 50 research papers on Organic Synthetic Chemistry and Environmental Chemistry published in various National and International Journals, authored six books, awarded Twenty Patents, produced Nine Ph.D’s and has Fellowships of Seven International and National Organisations.
Dr.Mrutyunjaya S Yalawar working as Assistant Professor in the Department of Computer Science and Engineering, CMR Engineering College (CMREC), Hyderabad. He worked as Software Developer in the IT Industry for more than 2 Years and currently having the experience of more than 8 Years in the Teaching Field. He did his B.E in Computer Science and Engineering from Rural Engineering College (R.E.C) Bhalki-(VTU Belgavi), Karnataka, M.tech degree in Computer Networks & Information Security (CNIS) with distinction from Nalla Malla Reddy Engineering College (NMREC) Hyderabad-(JNTU-H) and his PhD in Computer Science. He has published more than 28 Technical Papers in refereed International Journals as well as in International Conferences and published more than 3 Technical Text Books as Author. He is an active member and Editor for Various International Journals. He also acted as Technical Committee member, Program Committee member, Reviewer and Speaker for Various International Conferences. He received various Awards like Best Faculty Award, Young Researcher Award, and Young Scientist Award from the reputed institutions for his contribution in Research field. His area of research includes Machine Learning, Artificial Intelligence, Cyber Security, Data Mining, Quantum Computing, Web Technology, Image Processing and Blockchain Technology. He is an active member of IEANG, Internet Society, ISTE, ACM.
Dr. S. Bharathidasan, serving as an Associate Professor in the Department of Electronics and Communication Engineering at Erode Senguthar Engineering college. He has received his Bachelor's degree in Electronics and Communication Engineering from Anna University, Chennai, Master's degree in Applied Electronics from Karunya University, Coimbatore, and Doctorate from Anna University, Chennai. He has 18 years of teaching experience in various engineering colleges. He has published several papers in renowned journals. His research areas include wireless sensor networks, network and information security, and Internet of Things.
Mr. T. Thiyagarajan Assistant Professor, Department of Computer Applications Nehru Institute of Information Technology and Management (NIITM), Coimbatore, Tamil Nadu, India. Mr. T. Thiyagarajan is an experienced academic with over 12 years of teaching expertise in the Department of Computer Applications at Nehru Institute of Information Technology and Management (NIITM). He has contributed significantly to the academic community, having published five research papers in reputed journals and holding three patents and presented his work at various national and international conferences. His commitment to scholarly excellence is further reflected in his participation in over 20 seminars, conferences, and workshops. Mr. Thiyagarajan has been actively involved in academic governance, serving as a Member of the Board of Studies in several institutions, helping shape curricula that align with contemporary industry and academic trends. He is also an active member of numerous professional organizations, reflecting his broad engagement in his field. In addition to his contributions to academia in India, Mr. Thiyagarajan has attended an international conference in Malaysia, showcasing his dedication to global academic exchange and professional development.