Generative AI Innovations in Human Gait Analysis
1st Edition
Published on 22. December 2025
Book
Hardback
443 pages
978-1-0364-6407-3 (ISBN)
Description
This book is a groundbreaking exploration of how artificial intelligence is redefining one of the most fundamental aspects of human movement gait. Unlike traditional analyses, this book introduces cutting-edge generative AI models like GANs and VAEs, demonstrating their potential to revolutionize gait research, diagnostics, and personalized healthcare. By bridging biomechanics and AI, this book offers a unique perspective on the next generation of healthcare solutions, catering to academics, healthcare professionals, engineers, and technology enthusiasts eager to embrace the future. The book employs a multidisciplinary approach, combining insights from biomechanics, AI, and healthcare innovation. It delves into methodologies such as Generative Adversarial Networks (GANs) and Variational Autoencoders (VAEs) to create synthetic gait datasets, enhance gait simulations, and identify abnormal gait patterns. While emphasizing the potential of generative AI, the book also addresses limitations, including data bias, model interpretability, and ethical considerations.
More details
Language
English
Product notice
sewn/stitched
Cloth over boards
Dimensions
Height: 203 mm
Width: 152 mm
Thickness: 28 mm
Weight
544 gr
ISBN-13
978-1-0364-6407-3 (9781036464073)
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Schweitzer Classification
Persons
C Kishor Kumar Reddy is currently working as Associate Professor in the Department of Computer Science and Engineering, Stanley College of Engineering and Technology for Women, Hyderabad, India.
K Selvakumar is currently working as a professor and is Head of the Department of Information Technology, Annamalai University, India. He obtained his Bachelor's Degree in Electronics and Communication Engineering from Kongu Engineering College, India, his Master's Degree in Communication Systems from the National Institute of Technology (NIT), Trichy, India, and his PhD in Computer Science and Engineering from Annamalai University.
T Monika Singh received her MTech degree in Computer Science from the Engineering Department of Osmania University, India. She is currently pursuing a PhD in the IT Department of Annamalai University. Since 2017, she has worked as a faculty member in the Computer Science and Engineering Department at Stanley College of Engineering and Technology for Women.
Srinath Doss received her PhD degree from St Peter's University, USA, in 2014, Post Graduate Diploma in Higher Education from Botho University, Botswana, in 2017, Certified Information Systems Auditor certificate from Information Systems Audit and Control Association in 2020 and Post Graduate Certification in Cyber Security from the Indian Institute of Technology in 2023.
K Selvakumar is currently working as a professor and is Head of the Department of Information Technology, Annamalai University, India. He obtained his Bachelor's Degree in Electronics and Communication Engineering from Kongu Engineering College, India, his Master's Degree in Communication Systems from the National Institute of Technology (NIT), Trichy, India, and his PhD in Computer Science and Engineering from Annamalai University.
T Monika Singh received her MTech degree in Computer Science from the Engineering Department of Osmania University, India. She is currently pursuing a PhD in the IT Department of Annamalai University. Since 2017, she has worked as a faculty member in the Computer Science and Engineering Department at Stanley College of Engineering and Technology for Women.
Srinath Doss received her PhD degree from St Peter's University, USA, in 2014, Post Graduate Diploma in Higher Education from Botho University, Botswana, in 2017, Certified Information Systems Auditor certificate from Information Systems Audit and Control Association in 2020 and Post Graduate Certification in Cyber Security from the Indian Institute of Technology in 2023.