Human motion sensing and recognition

A Fuzzy Qualitative Approach

Autor*innen

• Liu Honghai

Parameter

• Informatik & Programmierung

Mehr zum Buch

This book explores the latest advancements in human motion sensing and recognition, highlighting both theoretical developments and practical applications. It covers a range of topics, including 2D and 3D human motion recognition, hand motion analysis using contact sensors, and vision-based view-invariant motion recognition through Fuzzy Qualitative techniques. With rapid advancements in microelectronics, computers, networks, and robotics, there is a growing focus on automatic tracking, analysis, and understanding of human motions across various fields such as smart surveillance, intelligent human-computer interaction, robot motion learning, and interactive gaming. Key challenges include dynamic environments, data multi-modality, uncertain sensory information, and real-time processing. The techniques discussed effectively tackle these challenges by connecting symbolic cognitive functions with numerical sensing and control tasks in intelligent systems. This work serves as a valuable reference for researchers and professionals in computer vision and robotics, while also benefiting practitioners and graduates/postgraduates seeking in-depth information on fuzzy techniques and their applications in motion analysis.

• Sprache: Englisch
• Erscheinungsdatum: 2017
• Einband: Hardcover