Advances in Gait-Based Identification: A Systematic Review of Deep Learning Models Leveraging Computer Vision Techniques

Author:   Diogo R. M. Bastos ,  João Manuel R. S. Tavares
Publisher:   Springer International Publishing AG
Volume:   593
ISBN:  

9783031895593


Pages:   98
Publication Date:   13 July 2025
Format:   Hardback
Availability:   Not yet available   Availability explained
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Advances in Gait-Based Identification: A Systematic Review of Deep Learning Models Leveraging Computer Vision Techniques


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Overview

This book provides a systematic review of gait-based person identification, categorizing studies into deep-learning and non-deep-learning approaches while analyzing key datasets and performance metrics. It explores challenges such as covariant factors, e.g., viewing angles, clothing, and accessories, and highlights advancements in real-world gait recognition systems. With a structured methodology and transparent review process, this work serves as a valuable reference for researchers and a foundation for future developments in biometric identification.

Full Product Details

Author:   Diogo R. M. Bastos ,  João Manuel R. S. Tavares
Publisher:   Springer International Publishing AG
Imprint:   Springer International Publishing AG
Volume:   593
ISBN:  

9783031895593


ISBN 10:   3031895592
Pages:   98
Publication Date:   13 July 2025
Audience:   Professional and scholarly ,  Professional & Vocational
Format:   Hardback
Publisher's Status:   Forthcoming
Availability:   Not yet available   Availability explained
This item is yet to be released. You can pre-order this item and we will dispatch it to you upon its release.

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Diogo R. M. Bastos holds an MSc in biomedical engineering from the Faculdade de Engenharia da Universidade do Porto (FEUP). His research interests include artificial intelligence, computer vision, and gait-based biometric identification. João Manuel R. S. Tavares is a Full Professor in the Department of Mechanical Engineering at the Faculdade de Engenharia da Universidade do Porto (FEUP) and a senior researcher at the Instituto de Ciência e Inovação em Engenharia Mecânica e Engenharia Industrial (INEGI). His research focuses on computational vision, medical imaging, biomechanics, and biomedical engineering.  

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