An attentional framework for stereo vision

An attentional framework for stereo vision
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DOI:
10.1109/crv.2005.13
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发表时间:
2005-05
期刊:
The 2nd Canadian Conference on Computer and Robot Vision (CRV'05)
影响因子:
--
通讯作者:
Neil D. B. Bruce;John K. Tsotsos
Neil D. B. Bruce;John K. Tsotsos
中科院分区:
其他
文献类型:
--
作者:
Neil D. B. Bruce;John K. Tsotsos

文献摘要

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The necessity and utility of visual attention are discussed in the context of stereo vision in machines and primates. Specific problems that arise in this domain including binocular rivalry, and the deployment of attention in three-dimensional space are considered. Necessary conditions are outlined for achieving appropriate attentional behaviour in both the aforementioned domains. In this light, we outline classes of existing computational models of attention and discuss their applicability for realizing binocular attention. Finally, a stereo attention framework is presented by considering the tenets of an existing attentional architecture that extends naturally to the binocular domain, in conjunction with the connectivity of units involved in achieving stereo vision.