Hand Gesture Speed Recognition and Classification using IR-UWB Radar Sensor
Human-computer interaction (HCI) is a term that refers to a set of methods and techniques that enable humans to connect with machines and computers. Based on Hand Gesture Recognition (HGR), HCI enables a naturally occurring contactless interface, bringing humans closer to a more natural way of commu...
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| Format: | Conference or Workshop Item |
| Language: | English English |
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2022
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| Online Access: | https://eprints.ums.edu.my/id/eprint/33868/3/Hand%20Gesture%20Speed%20Recognition%20and%20Classification%20using%20IR-UWB%20Radar%20Sensor.pdf https://eprints.ums.edu.my/id/eprint/33868/1/Hand%20Gesture%20Speed%20Recognition%20and%20Classification%20using%20IR-UWB%20Radar%20Sensor%20_ABSTRACT.pdf |
| _version_ | 1796911481582780416 |
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| author | Terence Jerome Daim Razak Mohd Ali Lee |
| author_facet | Terence Jerome Daim Razak Mohd Ali Lee |
| author_sort | Terence Jerome Daim |
| collection | UMS |
| description | Human-computer interaction (HCI) is a term that refers to a set of methods and techniques that enable humans to connect with machines and computers. Based on Hand Gesture Recognition (HGR), HCI enables a naturally occurring contactless interface, bringing humans closer to a more natural way of communication. Numerous studies have identified the potential of Impulse Radio-Ultra Wide Band (IR-UWB) radar sensor-based HGR as a future enabler for a diverse variety of applications. This work presents the development of a method to utilise an IR-UWB radar sensor to recognise and classify hand gesture speeds. The findings of the performance tests reveal a very high degree of confidence and accuracy in recognising and classifying hand gestures speeds. |
| first_indexed | 2024-03-06T03:19:26Z |
| format | Conference or Workshop Item |
| id | ums.eprints-33868 |
| institution | Universiti Malaysia Sabah |
| language | English English |
| last_indexed | 2024-03-06T03:19:26Z |
| publishDate | 2022 |
| record_format | dspace |
| spelling | ums.eprints-338682022-08-19T06:13:05Z https://eprints.ums.edu.my/id/eprint/33868/ Hand Gesture Speed Recognition and Classification using IR-UWB Radar Sensor Terence Jerome Daim Razak Mohd Ali Lee TK1-9971 Electrical engineering. Electronics. Nuclear engineering Human-computer interaction (HCI) is a term that refers to a set of methods and techniques that enable humans to connect with machines and computers. Based on Hand Gesture Recognition (HGR), HCI enables a naturally occurring contactless interface, bringing humans closer to a more natural way of communication. Numerous studies have identified the potential of Impulse Radio-Ultra Wide Band (IR-UWB) radar sensor-based HGR as a future enabler for a diverse variety of applications. This work presents the development of a method to utilise an IR-UWB radar sensor to recognise and classify hand gesture speeds. The findings of the performance tests reveal a very high degree of confidence and accuracy in recognising and classifying hand gestures speeds. 2022 Conference or Workshop Item PeerReviewed text en https://eprints.ums.edu.my/id/eprint/33868/3/Hand%20Gesture%20Speed%20Recognition%20and%20Classification%20using%20IR-UWB%20Radar%20Sensor.pdf text en https://eprints.ums.edu.my/id/eprint/33868/1/Hand%20Gesture%20Speed%20Recognition%20and%20Classification%20using%20IR-UWB%20Radar%20Sensor%20_ABSTRACT.pdf Terence Jerome Daim and Razak Mohd Ali Lee (2022) Hand Gesture Speed Recognition and Classification using IR-UWB Radar Sensor. In: 2022 IEEE 18th International Colloquium on Signal Processing & Applications (CSPA), 12 May 2022, Selangor, Malaysia. https://ieeexplore.ieee.org/document/9782018 |
| spellingShingle | TK1-9971 Electrical engineering. Electronics. Nuclear engineering Terence Jerome Daim Razak Mohd Ali Lee Hand Gesture Speed Recognition and Classification using IR-UWB Radar Sensor |
| title | Hand Gesture Speed Recognition and Classification using IR-UWB Radar Sensor |
| title_full | Hand Gesture Speed Recognition and Classification using IR-UWB Radar Sensor |
| title_fullStr | Hand Gesture Speed Recognition and Classification using IR-UWB Radar Sensor |
| title_full_unstemmed | Hand Gesture Speed Recognition and Classification using IR-UWB Radar Sensor |
| title_short | Hand Gesture Speed Recognition and Classification using IR-UWB Radar Sensor |
| title_sort | hand gesture speed recognition and classification using ir uwb radar sensor |
| topic | TK1-9971 Electrical engineering. Electronics. Nuclear engineering |
| url | https://eprints.ums.edu.my/id/eprint/33868/3/Hand%20Gesture%20Speed%20Recognition%20and%20Classification%20using%20IR-UWB%20Radar%20Sensor.pdf https://eprints.ums.edu.my/id/eprint/33868/1/Hand%20Gesture%20Speed%20Recognition%20and%20Classification%20using%20IR-UWB%20Radar%20Sensor%20_ABSTRACT.pdf |
| work_keys_str_mv | AT terencejeromedaim handgesturespeedrecognitionandclassificationusingiruwbradarsensor AT razakmohdalilee handgesturespeedrecognitionandclassificationusingiruwbradarsensor |