TY - GEN
T1 - Buddhist amulet coin recognition by genetic algorithm
AU - Pornpanomchai, Chpmtip
AU - Srisupornwattana, Natdanai
PY - 2013
Y1 - 2013
N2 - The objective of this research is to develop a computer system, which can recognize some Thai Buddhist amulet coins. The system is called 'Buddhist amulet coin recognition system' or BACRS. The system consists of five modules, namely: 1) image acquisition, 2) image preprocessing, 3) feature extraction, 4) image recognition and 5) result presentation. The BACRS applied the rule-based technique and genetic algorithm method to recognize Buddhist amulet coins. The BACRS used 216 amulet coin patterns with 1,080 images to train the system. The experiments conducted on 130 Buddhist amulet coins for recognition. The precision rate of the system is 91.53 percent and the average access time is 1.05 seconds per amulet image.
AB - The objective of this research is to develop a computer system, which can recognize some Thai Buddhist amulet coins. The system is called 'Buddhist amulet coin recognition system' or BACRS. The system consists of five modules, namely: 1) image acquisition, 2) image preprocessing, 3) feature extraction, 4) image recognition and 5) result presentation. The BACRS applied the rule-based technique and genetic algorithm method to recognize Buddhist amulet coins. The BACRS used 216 amulet coin patterns with 1,080 images to train the system. The experiments conducted on 130 Buddhist amulet coins for recognition. The precision rate of the system is 91.53 percent and the average access time is 1.05 seconds per amulet image.
KW - Buddhist amulet
KW - amulet coin recognition
KW - genetic algorithm
KW - image processing
KW - pattern matching
UR - https://www.scopus.com/pages/publications/84893547508
U2 - 10.1109/ICSEC.2013.6694802
DO - 10.1109/ICSEC.2013.6694802
M3 - Conference contribution
AN - SCOPUS:84893547508
SN - 9781467353243
T3 - 2013 International Computer Science and Engineering Conference, ICSEC 2013
SP - 324
EP - 327
BT - 2013 International Computer Science and Engineering Conference, ICSEC 2013
T2 - 2013 17th International Computer Science and Engineering Conference, ICSEC 2013
Y2 - 4 September 2013 through 6 September 2013
ER -