On Study of 1D Depth Scans as an Alternative Feature for Human Pose Detection in a Sensor Network

• Published in: Journal of sensors Vol. 2022; pp. 1 - 20
• Main Authors: Rasoulidanesh, Maryamsadat, Payandeh, Shahram
• Format: Journal Article
• Language: English
• Published: New York Hindawi 13.08.2022; John Wiley & Sons, Inc
• Subjects: Accuracy; Algorithms; Computer aided scheduling; Datasets; Human body; Image segmentation; Machine learning; Posture; Power consumption; Robotics; Robots; Sensors; Three dimensional models; Training; Walking

Inspired by the notion of swarm robotics, sensing, and minimalism, in this paper, we study and analyze how a collection of only 1D depth scans can be used as a part of the minimum feature for human body detection and its segmentation in a point cloud. In relation to the traditional approaches which...