Ambiguity and invariance: two fundamental challenges for visual processing.

Abstract:

:The visual system is tasked with extracting stimulus content (e.g. the identity of an object) from the spatiotemporal light pattern falling on the retina. However, visual information can be ambiguous with regard to content (e.g. an object when viewed from far away), requiring the system to also consider contextual information. Additionally, visual information originating from the same content can differ (e.g. the same object viewed from different angles), requiring the system to extract content invariant to these differences. In this review, we explore these challenges from experimental and theoretical perspectives, and motivate the need to incorporate solutions for both ambiguity and invariance into hierarchical models of visual processing.

journal_name

Curr Opin Neurobiol

authors

Rust NC,Stocker AA

doi

10.1016/j.conb.2010.04.013

subject

Has Abstract

pub_date

2010-06-01 00:00:00

pages

382-8

issue

3

eissn

0959-4388

issn

1873-6882

pii

S0959-4388(10)00077-2

journal_volume

20

pub_type

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