Safe Human-Computer Interface Based On Efficient Image Processing Algorithm
| Autor: | D. Williams, P. Walker, S. Wilding, Joanna Isabelle Olszewska, S. Clinton |
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| Rok vydání: | 2020 |
| Předmět: |
Live video
Computer science Interface (computing) 05 social sciences 020207 software engineering Image processing 02 engineering and technology Tracking (particle physics) computer.software_genre Prime (order theory) Object detection Intelligent agent 0202 electrical engineering electronic engineering information engineering Task analysis 0501 psychology and cognitive sciences Algorithm computer 050107 human factors |
| Zdroj: | 2020 IEEE 20th International Symposium on Computational Intelligence and Informatics (CINTI). |
| DOI: | 10.1109/cinti51262.2020.9305821 |
| Popis: | With the growing digitalization of our society and the increasing development of Industry 4.0, the development of safe human-computer interfaces is of prime importance. For this purpose, we present a new solution for avoiding any physical contact between the human and the machine's display and/or its keyboard/pad. Hence, we developed an innovative image processing algorithm which runs on the live video stream of the remote interaction between the human and the machine such as a computer or an intelligent agent; the video stream being captured by an off-the-shelf camera which is embedded in the main machine. The resulting computer-vision system performs visual object detection and tracking of a marker the user holds in one hand and could wave it from a distance in order to remotely interact with the interface of the machine. This remote interaction system has been successfully tested in real-world operational conditions, and the performance of this image processing application has been evaluated in real time. |
| Databáze: | OpenAIRE |
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