TY - GEN
T1 - Simultaneous recognition and classification of multiple objects with a complex composite filter
AU - Campos-Trujillo, Oliver G.
AU - Diaz-Ramriez, Victor H.
PY - 2010
Y1 - 2010
N2 - A new complex-composite correlation filter for the simultaneous recognition and classification of several targets is presented. By using both the intensity and phase distributions of the output complex-correlation plane, a reliable recognition and classification of several objects can be easily carried out with only one correlation operation. The input objects are recognized using the intensity distribution of the output correlation plane, whereas recognized targets are classified using the phase values at the location of maximum intensities. Computer simulation results obtained with the proposed approach in geometrically distorted input test scenes are provided and discussed in terms of recognition performance, classification ability, and computational complexity.
AB - A new complex-composite correlation filter for the simultaneous recognition and classification of several targets is presented. By using both the intensity and phase distributions of the output complex-correlation plane, a reliable recognition and classification of several objects can be easily carried out with only one correlation operation. The input objects are recognized using the intensity distribution of the output correlation plane, whereas recognized targets are classified using the phase values at the location of maximum intensities. Computer simulation results obtained with the proposed approach in geometrically distorted input test scenes are provided and discussed in terms of recognition performance, classification ability, and computational complexity.
KW - Complex correlation filter
KW - Composite correlation filter
KW - Multiclass pattern recognition
UR - http://www.scopus.com/inward/record.url?scp=77958132264&partnerID=8YFLogxK
U2 - 10.1117/12.860937
DO - 10.1117/12.860937
M3 - Contribución a la conferencia
AN - SCOPUS:77958132264
SN - 9780819482938
T3 - Proceedings of SPIE - The International Society for Optical Engineering
BT - Optics and Photonics for Information Processing IV
T2 - Optics and Photonics for Information Processing IV
Y2 - 4 August 2010 through 5 August 2010
ER -