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Advances in Gait-Based Identification

Name: Advances in Gait-Based Identification
Brand: Springer, Berlin
SKU: 48207048
Price: 174.85 EUR
Availability: InStock
Author: Diogo R.M. Bastos
ISBN: 9783031895593

A Systematic Review of Deep Learning Models Leveraging Computer Vision Techniques

Diogo R.M. Bastos

João Manuel R. S. Tavares

Jazyk

Angličtina

Kniha Pevná

Libristo kód: 48207048

Nakladateľstvo Springer, Berlin, november 2024

This book provides a systematic review of gait-based person identification, categorizing studies int... Celý popis

Libristo kód: 48207048

423 b

174.85 €

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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.