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Evgeniou, Theodoros, Pontil, Massimiliano,
We present distribution independent bounds on the generalization misclassification performance of a family of kernel classifiers with margin. Support Vector Machine classifiers (SVM) stem out of this ...
complete descriptionhttp://hdl.handle.net/1721.1/7169
Riesenhuber, Maximilian, Poggio, Tomaso,
We present a novel scheme ("Categorical Basis Functions", CBF) for object class representation in the brain and contrast it to the "Chorus of Prototypes" scheme recently proposed by Edelman. The power...
complete descriptionhttp://hdl.handle.net/1721.1/7170
Ho, Purdy,
In this report, a face recognition system that is capable of detecting and recognizing frontal and rotated faces was developed. Two face recognition methods focusing on the aspect of pose invariance a...
complete descriptionhttp://hdl.handle.net/1721.1/7171
Kumar, Vinay P., Poggio, Tomaso,
This paper describes a trainable system capable of tracking faces and facialsfeatures like eyes and nostrils and estimating basic mouth features such as sdegrees of openness and smile in real time. In...
complete descriptionhttp://hdl.handle.net/1721.1/7172
Papageorgiou, Constantine P., Poggio, Tomaso,
This paper describes a general, trainable architecture for object detection that has previously been applied to face and peoplesdetection with a new application to car detection in static images. Our ...
complete descriptionhttp://hdl.handle.net/1721.1/7173
Chan, Nicholas, LeBaron, Blake, Lo, Andrew, Poggio, Tomaso,
Various studies of asset markets have shown that traders are capable of learning and transmitting information through prices in many situations. In this paper we replace human traders with intelligent...
complete descriptionhttp://hdl.handle.net/1721.1/7174
Li, Zhaoping,
Stimuli outside classical receptive fields have been shown to exert significant influence over the activities of neurons in primary visual cortexWe propose that contextual influences are used for pre-...
complete descriptionhttp://hdl.handle.net/1721.1/7175
Meila, Marina, Jordan, Michael I.,
When triangulating a belief network we aim to obtain a junction tree of minimum state space. Searching for the optimal triangulation can be cast as a search over all the permutations of the network's ...
complete descriptionhttp://hdl.handle.net/1721.1/7176
Geiger, Gad, Lettvin, Jerome Y.,
We describe here, briefly, a perceptual non-reading measure which reliably distinguishes between dyslexic persons and ordinary readers. More importantly, we describe a regimen of practice with which d...
complete descriptionhttp://hdl.handle.net/1721.1/7177
Schneider, Robert, Riesenhuber, Maximilian,
The HMAX model has recently been proposed by Riesenhuber & Poggio as a hierarchical model of position- and size-invariant object recognition in visual cortex. It has also turned out to model successfu...
complete descriptionhttp://hdl.handle.net/1721.1/7178