Complex cells and object recognition

@misc{citeulike:1189774, abstract = {Nearest-neighbor correlation-based similarity computation in the space of outputs of complex-type receptive fields can support robust recognition of 3D objects. Our experiments with four collections of objects resulted in mean recognition rates between 84\% (for subordinate-level discrimination among 15 quadruped animal shapes) and 94\% (for basic-level recognition of 20 everyday objects) , over a 40 ffi \Theta 40 ffi range of viewpoints, centered on a stored canonical view and related to it...}, author = {Edelman, S. and Intrator, N. and Poggio, T. }, citeulike-article-id = {1189774}, keywords = {cells, complex, obect, recognition}, posted-at = {2007-03-27 18:37:54}, priority = {3}, title = {Complex cells and object recognition}, url = {http://citeseer.ist.psu.edu/55123.html}, year = {1997} }

TY - GEN ID - citeulike:1189774 L3 - citeulike-article-id:1189774 N2 - Nearest-neighbor correlation-based similarity computation in the space of outputs of complex-type receptive fields can support robust recognition of 3D objects. Our experiments with four collections of objects resulted in mean recognition rates between 84% (for subordinate-level discrimination among 15 quadruped animal shapes) and 94% (for basic-level recognition of 20 everyday objects) , over a 40 ffi \Theta 40 ffi range of viewpoints, centered on a stored canonical view and related to it... TI - Complex cells and object recognition KW - cells KW - complex KW - obect KW - recognition AU - Edelman, S AU - Intrator, N AU - Poggio, T PY - 1997/// UR - http://citeseer.ist.psu.edu/55123.html ER -