Object recognition with features inspired by visual cortex

• Published in: 2005 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR'05) Vol. 2; pp. 994 - 1000 vol. 2
• Main Authors: Serre, T., Wolf, L., Poggio, T.
• Format: Conference Proceeding
• Language: English
• Published: IEEE 2005
• Subjects: Biology computing; Brain modeling; Face detection; Geometry; Image recognition; Object detection; Object recognition; Robustness; Shape; Target recognition

We introduce a novel set of features for robust object recognition. Each element of this set is a complex feature obtained by combining position- and scale-tolerant edge-detectors over neighboring positions and multiple orientations. Our system's architecture is motivated by a quantitative mode...