Tomaso A. Poggio

HMDB: A large video database for human motion recognition

Hildegard Kuehne, Hueihan Jhuang, Estíbaliz Garrote, Tomaso A. Poggio, Thomas Serre
2011 International Conference on Computer Vision
2011

With nearly one billion online videos viewed everyday, an emerging new frontier in computer vision research is recognition and search in video. While much effort has been devoted to the collection… (More)

Robust Object Recognition with Cortex-Like Mechanisms

Thomas Serre, Lior Wolf, Stanley M. Bileschi, Maximilian Riesenhuber, Tomaso A. Poggio
IEEE Transactions on Pattern Analysis and Machine…
2007

We introduce a new general framework for the recognition of complex visual scenes, which is motivated by biology: We describe a hierarchical system that closely follows the organization of visual… (More)

Face Recognition: Features Versus Templates

Roberto Brunelli, Tomaso A. Poggio
IEEE Trans. Pattern Anal. Mach. Intell.
1993

Over the last 20 years, several different techniques have been proposed for computer recognition of human faces. The purpose of this paper is to compare two simple but general strategies on a common… (More)

Object recognition with features inspired by visual cortex

Thomas Serre, Lior Wolf, Tomaso A. Poggio
2005 IEEE Computer Society Conference on Computer…
2005

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… (More)

Incremental and Decremental Support Vector Machine Learning

An on-line recursive algorithm for training support vector machines, one vector at a time, is presented. Adiabatic increments retain the KuhnTucker conditions on all previously seen training data, in… (More)

Multiclass cancer diagnosis using tumor gene expression signatures.

Sharadh Ramaswamy, Pablo Tamayo, +12 authors Todd R. Golub
Proceedings of the National Academy of Sciences…
2001

The optimal treatment of patients with cancer depends on establishing accurate diagnoses by using a complex combination of clinical and histopathological data. In some instances, this task is… (More)

A Biologically Inspired System for Action Recognition

Hueihan Jhuang, Thomas Serre, Lior Wolf, Tomaso A. Poggio
2007 IEEE 11th International Conference on…
2007

We present a biologically-motivated system for the recognition of actions from video sequences. The approach builds on recent work on object recognition based on hierarchical feedforward… (More)

A network that learns to recognize three-dimensional objects.

The visual recognition of three-dimensional (3-D) objects on the basis of their shape poses at least two difficult problems. First, there is the problem of variable illumination, which can be… (More)

Regularization Networks and Support Vector Machines

Theodoros Evgeniou, Massimiliano Pontil, Tomaso A. Poggio
Adv. Comput. Math.
2000

Regularization Networks and Support Vector Machines are techniques for solving certain problems of learning from examples – in particular, the regression problem of approximating a multivariate… (More)

A Trainable System for Object Detection

Constantine Papageorgiou, Tomaso A. Poggio
International Journal of Computer Vision
2000

This paper presents a general, trainable system for object detection in unconstrained, cluttered scenes. The system derives much of its power from a representation that describes an object class in… (More)

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