Human action recognition based on motion capture information using fuzzy convolution neural networks

Conference/Journal
IEEE
Authors
Earnest Paul Ijjina C. Krishna Mohan
BibTex
Abstract
Abstract: In this paper, we propose a novel approach for human action recognition based on motion capture (MOCAP) information using a Fuzzy convolutional neural network. The MOCAP tracking information of human joints is used to compute the temporal variation of displacement between joints during the execution of an action. Fuzzy membership functions designed to emphasize the discriminative pose associated with each action are considered for feature extraction. The temporal variation of membership values associated with these ...