PLoS ONE volume 9, issue 5, Pe98447 2014 DOI: 10.1371/journal.pone.0098447 View full text
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Changxin Gao, Nong Sang, Rui Huang

Abstract: This paper presents a novel object detection method using a single instance from the object category. Our method uses biologically inspired global scene context criteria to check whether every individual location of the image can be naturally replaced by the query instance, which indicates whether there is a similar object at this location. Different from the traditional detection methods that only look at individual locations for the desired objects, our method evaluates the consistency of the entire scene. I…

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