Advances in Gait-Based Identification

A Systematic Review of Deep Learning Models Leveraging Computer Vision Techniques

von Diogo R. M. Bastos, João Manuel R. S. Tavares

96 Seiten, Taschenbuch

Kurzbeschreibung des Verlags

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.

• Reihe: Studies in Systems, Decision and Control
• Themen: Informatik und Informationstechnologie Informatik Künstliche Intelligenz (KI) Maschinelles Sehen, Bildverstehen
• ISBN: 9783031895623
• Sprache: Englisch
• Erscheinungsdatum: 01.06.2026
• Größe: 23.5 x 15.5 cm
• Verlag: Springer International Publishing