A Multimodal Dynamic Hand Gesture Recognition Based on Radar-Vision Fusion

• Published in: IEEE transactions on instrumentation and measurement Vol. 72; pp. 1 - 15
• Main Authors: Liu, Haoming, Liu, Zhenyu
• Format: Journal Article
• Language: English
• Published: New York IEEE 2023; The Institute of Electrical and Electronics Engineers, Inc. (IEEE)
• Subjects: Ablation; Cameras; Convolution; Deep learning; Deformation; Feature extraction; Field of view; Formability; frequency-modulated continuous-wave (FMCW); Gesture recognition; hand gesture recognition (HGR); Hidden Markov models; Matching; millimeter-wave (MMW); multimodal fusion; Multisensor fusion; Radar; Reliability; Sensors; Time synchronization

Regarding increasingly complex scenarios in hand gesture recognition (HGR), it is challenging to implement a reliable HGR due to the nonadaptability of individual sensors to the environment and the discrepancy of personal habits. Multisensor fusion has been deemed an effective way to overcome the li...