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ViCoS Lab

Authors

Danijel Skočaj, PhD
Danijel Skočaj, PhD
Gregor Berginc
Gregor Berginc
B. Ridge
B. Ridge
A. Štimec
A. Štimec
Matjaž Jogan
Matjaž Jogan
O. Vanek
O. Vanek
Aleš Leonardis, PhD
Aleš Leonardis, PhD
M. Hutter
M. Hutter
N. Hewes
N. Hewes

Links

  •   Document

A System for Continuous Learning of Visual Concepts

Danijel Skočaj, Gregor Berginc, B. Ridge, A. Štimec, Matjaž Jogan, O. Vanek, Aleš Leonardis, M. Hutter and N. Hewes
International Conference on Computer Vision Systems ICVS 2007, 2007,

We present an artifficial cognitive system for learning visual concepts. It comprises of vision, communication and manipulation sub- systems, which provide visual input, enable verbal and non-verbal com munication with a tutor and allow interaction with a given scene. The main goal is to learn associations between automatically extracted visual features and words that describe the scene in an open-ended, continuous manner. In particular, we address the problem of cross-modal learning of visual properties and spatial relations. We introduce and analyse several learning modes requiring different levels of tutor supervision.

Faculty of Computer and Information Science

Visual Cognitive Systems Laboratory

University of Ljubljana

Faculty of Computer and Information Science

Večna pot 113
SI-1000 Ljubljana
Slovenia
Tel.: +386 1 479 8245