TY - GEN
T1 - Visual constructed representations for object recognition and detection
AU - Sato, Yasuomi D.
AU - Kuriya, Yasutaka
PY - 2011
Y1 - 2011
N2 - We propose a neurally inspired model for parallel visual process for recognition and detection. This model is based on the Gabor feature explicit representation construction. An input image is decomposed of different scale features through the low-pass filter. Nevertheless, recycling and overlapping again the scale features, the most likely object stored in memory can be detected on the input image. This is done by scale feature correspondence finding. Simultaneously, Gabor feature representations stored in memory are also constructed by selecting the most similar scale features to the input. We also test a recognition ability of our model, using a number of facial images of different persons. Distortion invariant recognition is also demonstrated.
AB - We propose a neurally inspired model for parallel visual process for recognition and detection. This model is based on the Gabor feature explicit representation construction. An input image is decomposed of different scale features through the low-pass filter. Nevertheless, recycling and overlapping again the scale features, the most likely object stored in memory can be detected on the input image. This is done by scale feature correspondence finding. Simultaneously, Gabor feature representations stored in memory are also constructed by selecting the most similar scale features to the input. We also test a recognition ability of our model, using a number of facial images of different persons. Distortion invariant recognition is also demonstrated.
KW - Gabor Feature Representation Construction
KW - Visual Object/Face Recognition and Detection
UR - http://www.scopus.com/inward/record.url?scp=81855198080&partnerID=8YFLogxK
UR - http://www.scopus.com/inward/citedby.url?scp=81855198080&partnerID=8YFLogxK
U2 - 10.1007/978-3-642-24965-5_69
DO - 10.1007/978-3-642-24965-5_69
M3 - Conference contribution
AN - SCOPUS:81855198080
SN - 9783642249648
T3 - Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
SP - 611
EP - 620
BT - Neural Information Processing - 18th International Conference, ICONIP 2011, Proceedings
T2 - 18th International Conference on Neural Information Processing, ICONIP 2011
Y2 - 13 November 2011 through 17 November 2011
ER -