Multi-view human action recognition using skeleton based-FineKNN with extraneous frame scrapping technique

• Main Authors: Rehman Malik, Najeeb, Sheikh, Usman Ullah, Abu Bakar, Syed Abdul Rahman, Channa, Asma
• Format: Article
• Language: English
• Published: MDPI 2023
• Subjects: TK Electrical engineering. Electronics Nuclear engineering
• Online Access: http://eprints.utm.my/106922/1/NajeebRehmanMalik2023_MultiViewHumanActionRecognition.pdf; http://eprints.utm.my/106922/; http://dx.doi.org/10.3390/s23052745
• Institution: Universiti Teknologi Malaysia

Human action recognition (HAR) is one of the most active research topics in the field of computer vision. Even though this area is well-researched, HAR algorithms such as 3D Convolution Neural Networks (CNN), Two-stream Networks, and CNN-LSTM (Long Short-Term Memory) suffer from highly complex model...