TY - GEN
T1 - Recognition of multiple objects with adaptive correlation filters
AU - Pinedo-García, Marco I.
AU - Diaz-Ramirez, Victor H.
AU - Kober, Vitaly
PY - 2007
Y1 - 2007
N2 - A new method for reliable optical pattern recognition of multiple objects in a cluttered background and consequent classification of the detected objects is proposed. The method is based on an adaptive composite correlation filter. The filter is designed with the help of an iterative algorithm exploiting a modified version of synthetic discriminant function filter. The impulse response of the filter contains information needed to localize and classify objects belonging different classes. Computer simulation results obtained with the proposed method are compared with those of known correlation based techniques in terms of performance criteria for recognition and classification of objects.
AB - A new method for reliable optical pattern recognition of multiple objects in a cluttered background and consequent classification of the detected objects is proposed. The method is based on an adaptive composite correlation filter. The filter is designed with the help of an iterative algorithm exploiting a modified version of synthetic discriminant function filter. The impulse response of the filter contains information needed to localize and classify objects belonging different classes. Computer simulation results obtained with the proposed method are compared with those of known correlation based techniques in terms of performance criteria for recognition and classification of objects.
UR - http://www.scopus.com/inward/record.url?scp=58149247718&partnerID=8YFLogxK
M3 - Contribución a la conferencia
AN - SCOPUS:58149247718
SN - 9789728865931
T3 - Proceedings of the 7th International Workshop on Pattern Recognition in Information Systems PRIS 2007; In Conjunction with ICEIS 2007
SP - 199
EP - 206
BT - Proceedings of the 7th International Workshop on Pattern Recognition in Information Systems PRIS 2007; In Conjunction with ICEIS 2007
T2 - 7th International Workshop on Pattern Recognition in Information Systems PRIS 2007; In Conjunction with ICEIS 2007
Y2 - 12 June 2007 through 13 June 2007
ER -