Ching‐Han Chena, Ching‐Yi Chenb, Nai‐Yuan Liua
Intelligent Automation & Soft Computing, Vol.25, No.2, pp. 375-384, 2019, DOI:10.31209/2019.100000099
Abstract This study introduces a dynamic gesture recognition system applicable in IPTV
remote control. In this system, we developed a hardware accelerator for realtime moving object detection. It is able to detect the position of hand block in
each frame at high speed. After acquiring the information of hand block, the
system can capture the robust dynamic gesture feature with the moving trail of
hand block in the continuous images, and input to FNN classifier for starting
recognition process. The experimental results show that our method has a good
recognition performance, and more applicable to real gesture-controlled
human-computer interactive environment. More >
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