Machine Learning, Big Data, and IoT for Medical Informatics

Chapter 9: A review of deep learning approaches in glove-based gesture classification

Emmanuel Ayodele^a; Syed Ali Raza Zaidi^a; Zhiqiang Zhang^a; Jane Scott^b; Des McLernon^a    a School of Electronic and Electrical Engineering, University of Leeds, Leeds, United Kingdom^b School of Architecture, Planning and Landscape, Newcastle University, Newcastle, United Kingdom

Abstract

Data gloves are the optimal data acquisition devices in hand-based gesture classification. Gesture classification involves the interpretation of the acquired raw data into defined gestures by applying machine learning techniques. Recently, the application of deep learning algorithms has improved the accuracy obtained in glove-based gesture classification. This chapter will ...