TY - GEN
T1 - Light intensity automatic adjustment technology and its application in palmprint recognition system
AU - Lu, Guangming
AU - Liang, Xu
AU - Xie, Bing
N1 - Publisher Copyright:
Copyright © 2017 by SCITEPRESS - Science and Technology Publications, Lda. All rights reserved.
PY - 2017
Y1 - 2017
N2 - Palmprint acquisition device with constant light intensity is easily influenced by the ambient light. The phenomenon that the captured palmprint images are too bright or dark happens frequently, and it leads to the failure of key points location. In order to ensure the captured palmprint image can obtain a good quality, an automatic light intensity adjustment system based on PWM Control Technology is designed. It can make proper adjustments for the light source according to quality evaluation results of the current image. In our study, a new palmprint dataset was established under different light intensity levels. Then, an optimal mean gray interval is learned from the dataset. Finally, the automatic light control module is designed to guarantee the brightness of the captured image falls into the optimal interval. Experimental results show that the technology is efficient for palmprint key points location and ROI (Region of Interest) segmentation, and it also commendably improves the palmprint recognition accuracy at the same time.
AB - Palmprint acquisition device with constant light intensity is easily influenced by the ambient light. The phenomenon that the captured palmprint images are too bright or dark happens frequently, and it leads to the failure of key points location. In order to ensure the captured palmprint image can obtain a good quality, an automatic light intensity adjustment system based on PWM Control Technology is designed. It can make proper adjustments for the light source according to quality evaluation results of the current image. In our study, a new palmprint dataset was established under different light intensity levels. Then, an optimal mean gray interval is learned from the dataset. Finally, the automatic light control module is designed to guarantee the brightness of the captured image falls into the optimal interval. Experimental results show that the technology is efficient for palmprint key points location and ROI (Region of Interest) segmentation, and it also commendably improves the palmprint recognition accuracy at the same time.
KW - Light intensity adjustment
KW - PWM
KW - Palmprint recognition
UR - https://www.scopus.com/pages/publications/85049419696
M3 - 会议稿件
AN - SCOPUS:85049419696
T3 - ICPRAM 2017 - Proceedings of the 6th International Conference on Pattern Recognition Applications and Methods
SP - 487
EP - 492
BT - ICPRAM 2017 - Proceedings of the 6th International Conference on Pattern Recognition Applications and Methods
A2 - Fred, Ana
A2 - De Marsico, Maria De
A2 - di Baja, Gabriella Sanniti
PB - SciTePress
T2 - 6th International Conference on Pattern Recognition Applications and Methods, ICPRAM 2017
Y2 - 24 February 2017 through 26 February 2017
ER -