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

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

doi:10.1109/ICONIP.2002.1202147

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 proceeding › Conference 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 language	English
Title of host publication	Proceedings of the 9th International Conference on Neural Information Processing, 2002. ICONIP '02
Place of Publication	Singapore
Publisher	The Institute of Electrical and Electronics Engineers (IEEE)
Pages	139-143
Number of pages	5
DOIs	https://doi.org/10.1109/ICONIP.2002.1202147
Publication status	Published - 2002

Access to Document

10.1109/ICONIP.2002.1202147

Cite this

Joyce, D. W., Richards, L. V., Cangelosi, A., & Coventry, K. R. (2002). Object representation-by-fragments in the visual system: A neurocomputational model. In Proceedings of the 9th International Conference on Neural Information Processing, 2002. ICONIP '02 (pp. 139-143). The Institute of Electrical and Electronics Engineers (IEEE). https://doi.org/10.1109/ICONIP.2002.1202147

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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.",

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doi = "10.1109/ICONIP.2002.1202147",

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Joyce, DW, Richards, LV, Cangelosi, A & Coventry, KR 2002, Object representation-by-fragments in the visual system: A neurocomputational model. in Proceedings of the 9th International Conference on Neural Information Processing, 2002. ICONIP '02. The Institute of Electrical and Electronics Engineers (IEEE), Singapore, pp. 139-143. https://doi.org/10.1109/ICONIP.2002.1202147

Object representation-by-fragments in the visual system: A neurocomputational model. / Joyce, D.W; Richards, L.V; Cangelosi, A et al.
Proceedings of the 9th International Conference on Neural Information Processing, 2002. ICONIP '02. Singapore: The Institute of Electrical and Electronics Engineers (IEEE), 2002. p. 139-143.

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

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