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Spatial verification is a key step in boosting the performance of object-based image retrieval. It serves to eliminate unreliable correspondences between salient points in a given pair of images, and is typically performed by analyzing the consistency of spatial transformations between the image regions involved in individual correspondences. In this paper, we consider the pairwise geometric relations between correspondences and propose a strategy to incorporate these relations at significantlydoi:10.1109/cvpr.2015.7299151 dblp:conf/cvpr/LiLH15 fatcat:enjbpf25rzb6xewusogiwxn4mm