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Advances in Gait-Based Identification

Advances in Gait-Based Identification A Systematic Review of Deep Learning Models Leveraging Computer Vision Techniques - Studies in Systems, Decision and Control

Hardback (31 May 2025)

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Publisher's Synopsis

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.

Book information

ISBN: 9783031895593
Publisher: Springer Nature Switzerland
Imprint: Springer
Pub date:
Language: English
Number of pages: 96
Weight: -1g
Height: 235mm
Width: 155mm