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Model-Based Matching of Line Drawings by Linear Combinations of Prototypes 

Jones, Michael J.; Poggio, Tomaso (1996-01-18)
We describe a technique for finding pixelwise correspondences between two images by using models of objects of the same class to guide the search. The object models are 'learned' from example images (also called ...
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Mathematics of the Neural Response 

Caponnetto, Andrea; Poggio, Tomaso; Bouvrie, Jake; Rosasco, Lorenzo; Smale, Steve (2008-11-26)
We propose a natural image representation, the neural response, motivated by the neuroscience of the visual cortex. The inner product defined by the neural response leads to a similarity measure between functions which we ...
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Example Based Image Analysis and Synthesis 

Beymer, David; Shashua, Amnon; Poggio, Tomaso (1993-11-01)
Image analysis and graphics synthesis can be achieved with learning techniques using directly image examples without physically-based, 3D models. In our technique: -- the mapping from novel images to a vector of "pose" ...
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Learning a Color Algorithm from Examples 

Hurlbert, Anya; Poggio, Tomaso (1987-06-01)
We show that a color algorithm capable of separating illumination from reflectance in a Mondrian world can be learned from a set of examples. The learned algorithm is equivalent to filtering the image data---in which ...

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Poggio, Tomaso (4)
Beymer, David (1)Bouvrie, Jake (1)Caponnetto, Andrea (1)Hurlbert, Anya (1)Jones, Michael J. (1)Rosasco, Lorenzo (1)Shashua, Amnon (1)Smale, Steve (1)Subject
computer vision (4)
AI (1)Artificial Intelligence (1)color constancy (1)computer graphics (1)computer interfaces (1)image compression (1)kernels (1)learning (1)MIT (1)... View MoreDate Issued2000 - 2008 (1)1990 - 1999 (2)1987 - 1989 (1)Has File(s)Yes (4)

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