- author = "Takahiro Hashimoto and Takeshi Tsujimura and Kiyotaka Izumi",
- booktitle = "SCIS and ISIS 2014",
- title = "Myogenic potential pattern discernment method using genetic programming for hand gesture",
- year = "2014",
- month = dec,
- pages = "643--648",
- abstract = "The authors study on the hand gesture discernment based on the surface electromyogram of forearm. In order to discern finger shapes of the rock-paper-scissors, genetic programming technique is applied to establish the optimum classification algorithm of hand gestures by composing of arithmetic functions. We measure myoelectric potential signals of forearm related to rock-paper-scissors, and applies them to genetic evolution of hand gesture classification. We also evaluated the effects of the target number of nodes, crossover rate, mutation rate of GP parameters. Realtime hand gesture identification experiments are carried out and the typical hand gestures are actually distinguished in accuracy of 99percent.",
- keywords = "genetic algorithms, genetic programming",
-
DOI = "
doi:10.1109/SCIS-ISIS.2014.7044713",
-
notes = "Dept. of Mech. Eng., Saga Univ., Saga, Japan
Also known as \cite{7044713}",
