Studies in Systems, Decision and Control: A Systematic Review of Deep Learning Models Leveraging Computer Vision Techniques

Name: Studies in Systems, Decision and Control: A Systematic Review of Deep Learning Models Leveraging Computer Vision Techniques
Brand: Springer Nature Switzerland
SKU: 9783031895593
Price: 179.99 USD
Availability: InStock

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

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.