Browsing Computer Science and Artificial Intelligence Lab (CSAIL) by Subject "invariance"
Now showing items 1-3 of 3
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Biologically Plausible Neural Circuits for Realization of Maximum Operations
(2001-09-01)Object recognition in the visual cortex is based on a hierarchical architecture, in which specialized brain regions along the ventral pathway extract object features of increasing levels of complexity, accompanied by greater ...
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Evaluation of sets of oriented and non-oriented receptive fields as local descriptors
(2004-03-24)Local descriptors are increasingly used for the task of object recognition because of their perceived robustness with respect to occlusions and to global geometrical deformations. We propose a performance criterion for a ...
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Generalization over contrast and mirror reversal, but not figure-ground reversal, in an "edge-based
(2001-12-10)Baylis & Driver (Nature Neuroscience, 2001) have recently presented data on the response of neurons in macaque inferotemporal cortex (IT) to various stimulus transformations. They report that neurons can generalize over ...