Efficient segmentation and 1D-CNN model optimization for recognizing human actions with mobile sensors

KK Thyagharajan, G Kalaiarasi, P Saravanan… - AIP Conference …, 2024 - pubs.aip.org
This research proposes a unique approach to human action recognition using mobile
sensor data and a computationally efficient 1D Convolutional Neural Network (1D-CNN). In …

Efficient segmentation and 1D-CNN model optimization for recognizing human actions with mobile sensors

KK Thyagharajan, G Kalaiarasi, P Saravanan… - AIP Conference …, 2024 - pubs.aip.org
This research proposes a unique approach to human action recognition using mobile
sensor data and a computationally efficient 1D Convolutional Neural Network (1D-CNN). In …