Hand Gesture Recognition Using an IR-UWB Radar with an Inception Module-Based Classifier

• Published in: Sensors (Basel, Switzerland) Vol. 20; no. 2; p. 564
• Main Authors: Ahmed, Shahzad, Cho, Sung Ho
• Format: Journal Article
• Language: English
• Published: Switzerland MDPI AG 20.01.2020; MDPI
• Subjects: Accuracy; Algorithms; Classification; deep learning; hand gesture recognition; human–computer interaction; inception module; ir-uwb radar; Radar; Sensors; Wearable computers; deep learning; IR-UWB radar; inception module; human–computer interaction; hand gesture recognition

The emerging integration of technology in daily lives has increased the need for more convenient methods for human–computer interaction (HCI). Given that the existing HCI approaches exhibit various limitations, hand gesture recognition-based HCI may serve as a more natural mode of man–machine intera...