TY - JOUR
T1 - Kinect-based midair handwritten number recognition system for dialing numbers and setting a timer
AU - Su, Chung Yen
AU - Huang, Fu An
AU - Shih, Che Yang
AU - Chen, Yu Tang
N1 - Publisher Copyright:
© 2014 IEEE.
PY - 2014
Y1 - 2014
N2 - This paper presents a Kinect-based midair handwritten number recognition that can be used to dial a phone number and set a countdown timer. When cooking in the kitchen, making a phone call or setting a kitchen timer is often inconvenient. This number recognition system was based on previous studies of television remote controls. An average recognition accuracy of 94.6% was achieved for each number by using multiple segments and scaled coding. Two Android apps were developed for the recognition system. In addition, the four direction recognition system developed in a previous study was improved, increasing the recognition reliability. Experimental results verified the effectiveness of the system.
AB - This paper presents a Kinect-based midair handwritten number recognition that can be used to dial a phone number and set a countdown timer. When cooking in the kitchen, making a phone call or setting a kitchen timer is often inconvenient. This number recognition system was based on previous studies of television remote controls. An average recognition accuracy of 94.6% was achieved for each number by using multiple segments and scaled coding. Two Android apps were developed for the recognition system. In addition, the four direction recognition system developed in a previous study was improved, increasing the recognition reliability. Experimental results verified the effectiveness of the system.
KW - Android
KW - Hand gesture recognition
KW - Handwritten number recognition
KW - Kinect
KW - Support vector machine
UR - http://www.scopus.com/inward/record.url?scp=84938153054&partnerID=8YFLogxK
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U2 - 10.1109/smc.2014.6974236
DO - 10.1109/smc.2014.6974236
M3 - Conference article
AN - SCOPUS:84938153054
SN - 1062-922X
VL - 2014-January
SP - 2127
EP - 2130
JO - Conference Proceedings - IEEE International Conference on Systems, Man and Cybernetics
JF - Conference Proceedings - IEEE International Conference on Systems, Man and Cybernetics
IS - January
M1 - 6974236
T2 - 2014 IEEE International Conference on Systems, Man, and Cybernetics, SMC 2014
Y2 - 5 October 2014 through 8 October 2014
ER -