Object representation-by-fragments in the visual system: A neurocomputational model

D.W Joyce, L.V Richards, A Cangelosi, K.R Coventry

Research output: Chapter in Book/Report/Conference proceedingConference contribution

3 Citations (Scopus)

Abstract

The paper presents a model of visual object representation by fragment views, rather than canonically-oriented whole-object views used in Chorus systems. Following recent results (Sheinberg and Logothetis, 2001) on object representation in inferotemporal cells during free viewing, we implemented a simplified attentional system which yields fragment views of objects, which are then used to train object-tuned modules. Each object is represented by a complete RBF module, instantiating a representation space. We show that such a system can produce distributed representations, like Chorus of views systems, and that dissociating objects from retinotopy enables a fuller model of scene geometry analysis to be advanced.
Original languageEnglish
Title of host publicationProceedings of the 9th International Conference on Neural Information Processing, 2002. ICONIP '02
Place of PublicationSingapore
PublisherIEEE Press
Pages139-143
Number of pages5
DOIs
Publication statusPublished - 2002

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