STPT: Spatio-Temporal Polychromatic Trajectory Based Elderly Exercise Evaluation System

• Published in: IEEE access Vol. 11; pp. 37958 - 37975
• Main Authors: Ahmed, Riad, Abdullah, Raiyaan, Jamal, Lafifa
• Format: Journal Article
• Language: English
• Published: Piscataway IEEE 2023; The Institute of Electrical and Electronics Engineers, Inc. (IEEE)
• Subjects: Artificial neural networks; Assistive technologies; Datasets; Deep learning; Elderly assistance; Exercise; exercise quality evaluation; Graphical user interface; Medical services; Neuromodulation; Older adults; Older people; Performance evaluation; Spatial temporal resolution; spatio-temporal polychromatic trajectory; Trajectory analysis; Video

This paper introduces an elderly exercise evaluation system. To determine the quality of a performed exercise, the authors propose a novel system to generate and use Spatio-Temporal Polychromatic Trajectory (STPT) images. Usually, the elder people need to perform some exercises or take physiotherapy...