Continuous Arm Gesture Recognition Based on Natural Features and Logistic Regression

• Published in: IEEE sensors journal Vol. 18; no. 19; pp. 8143 - 8153
• Main Authors: Wu, Yuanhao, Wu, Ze, Fu, Chenglong
• Format: Journal Article
• Language: English
• Published: New York IEEE 01.10.2018; The Institute of Electrical and Electronics Engineers, Inc. (IEEE)
• Subjects: Feature recognition; Gesture modeling and recognition; Gesture recognition; Hidden Markov models; inertial measurement unit; logistic regression; Logistics; Magnetic sensors; Modelling; natural gesture feature; Regression; Wearable sensors

In this paper, we propose a new gesture modeling method by combining natural features with logistic regression to recognize continuous natural gestures, which is considered as a challenge. Instead of manually modeling gestures with criteria, gesture models can be derived from a few gesture instances...