Interaktiven Sistem Za Kontinuirano Učenje Vizualnih Konceptov

Jan 1, 2007·
Danijel Skočaj
,
Alen Vrečko
,
Matej Kristan
,
Barry Ridge
,
Gregor Berginc
,
Aleš Leonardis
· 0 min read
Abstract
We present an artifficial cognitive system for learning visual concepts. It comprises of vision, communication and manipulation subsystems, which provide visual input, enable verbal and non-verbal communication 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 and analyse several learning modes requiring different levels of tutor supervision.
Type
Publication
Proceedings of the Sixteenth Electrotechnical and Computer Science Conference (ERK 2007)