TY - GEN
T1 - Efficient face recognition using FPGA and semantic features for security controls
AU - Yu, Ying-Hao
AU - Xu, Yu-Chen
AU - Ting, Yi-Siang
AU - Kwok, Ngaiming
PY - 2017
Y1 - 2017
N2 - ![CDATA[Facial features are essential to biometric authentication. Nowadays an effective face recognition system is mostly composed of feature's transformation, geometric analysis, and recursive training to resist illegal intrusion. However, the design challenge always arises from the dilemma of lower computing resource usages, power consumption, and real-time performance under rigorous operations of construction sites. Here a chip-based face recognition is proposed by using semantic features to achieve a minimal dataset and high processing speed without any complicated formulization processes. Our experimental results on single FPGA chip demonstrate the feasibility to realize a miniature and efficient security control system for construction facilities in the future.]]
AB - ![CDATA[Facial features are essential to biometric authentication. Nowadays an effective face recognition system is mostly composed of feature's transformation, geometric analysis, and recursive training to resist illegal intrusion. However, the design challenge always arises from the dilemma of lower computing resource usages, power consumption, and real-time performance under rigorous operations of construction sites. Here a chip-based face recognition is proposed by using semantic features to achieve a minimal dataset and high processing speed without any complicated formulization processes. Our experimental results on single FPGA chip demonstrate the feasibility to realize a miniature and efficient security control system for construction facilities in the future.]]
UR - https://hdl.handle.net/1959.7/uws:67431
U2 - 10.22260/ISARC2017/0141
DO - 10.22260/ISARC2017/0141
M3 - Conference Paper
SN - 9781510844735
SP - 1022
EP - 1029
BT - Proceedings of the 34th International Symposium on Automation and Robotics in Construction and Mining (ISARC 2017), Taipei, Taiwan, 28 June-1 July 2017
PB - International Association for Automation and Robotics in Construction
T2 - International Symposium on Automation and Robotics in Construction
Y2 - 28 June 2017
ER -