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Structured Query-Based Image Retrieval Using Scene Graphs
[article]
2020
arXiv
pre-print
A structured query can capture the complexity of object interactions (e.g. 'woman rides motorcycle') unlike single objects (e.g. 'woman' or 'motorcycle'). Retrieval using structured queries therefore is much more useful than single object retrieval, but a much more challenging problem. In this paper we present a method which uses scene graph embeddings as the basis for an approach to image retrieval. We examine how visual relationships, derived from scene graphs, can be used as structured
arXiv:2005.06653v1
fatcat:uhfmzpvupbewxlig2tk62tj5r4