Random Search One Dimensional CNN for Human Activity Recognition

• Main Authors: Ragab, M.G., Abdulkadir, S.J., Aziz, N.
• Format: Conference or Workshop Item
• Published: Institute of Electrical and Electronics Engineers Inc. 2020
• Online Access: https://www.scopus.com/inward/record.uri?eid=2-s2.0-85097527406&doi=10.1109%2fICCI51257.2020.9247810&partnerID=40&md5=7762fae795581ecdd347722b0cc00e80; http://eprints.utp.edu.my/29866/
• Institution: Universiti Teknologi Petronas

Due to its wide application, human activity recognition (HAR) has become a common subject for research specially with the development of deep learning. Many researchers believe that deep convolutional neural networks (DCNN) are ideal for feature extraction from signal inputs. This has gained widespr...