Reduced CPU Workload for Human Pose Detection with the Aid of a Low-Resolution Infrared Array Sensor on Embedded Systems

• Published in: Sensors (Basel, Switzerland) Vol. 23; no. 23; p. 9403
• Main Authors: Alves, Marcos G., Chen, Gen-Lang, Kang, Xi, Song, Guang-Hui
• Format: Journal Article
• Language: English
• Published: Switzerland MDPI AG 25.11.2023
• Subjects: Algorithms; Analysis; Biometry; Cameras; China; Computer vision; Computers; edge computing; Embedded systems; Energy conservation; Information management; Machine learning; Machine vision; MediaPipe; Operating systems; pose detection; power optimization; power saving; Sensors; Software; thermal image; China; pose detection; power saving; MediaPipe; edge computing; power optimization; thermal image

Modern embedded systems have achieved relatively high processing power. They can be used for edge computing and computer vision, where data are collected and processed locally, without the need for network communication for decision-making and data analysis purposes. Face detection, face recognition...