Abstract:In this paper, we propose a learning-based multi-view stereo network with the proposed feature correlation aggregation network (FCANet). We notice that the source views used to infer the depth of reference view are quite different, which are reflected in the images. Therefore, the contribution of source views should be different for building cost volume, which depends on the similarity between the source and reference views in our opinion. To this end, we propose FCANet infer the similarity to guide the cost a… Show more
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