Revisiting echo state networks for continuous gesture recognition

• Main Authors: Yadav, Alok, Pasupa, Kitsuchart, Loo, Chu Kiong
• Format: Conference or Workshop Item
• Published: IEEE 2022
• Subjects: QA75 Electronic computers. Computer science
• Online Access: http://eprints.um.edu.my/46303/; https://doi.org/10.1109/SSCI51031.2022.10022097
• Institution: Universiti Malaya

Smartphones are equipped with Inertial Measurement Units (IMUs) that can capture user gesture data. Continuous gesture recognition is essential as it can be utilized and enhance human-computer interaction. Echo State Networks (ESNs) and Long Short-Term Memory (LSTM) models are well suited to perform...