Patch-based Multi-View Stereo (PMVS), which is an accurate 3D reconstruction method, can reconstruct the accurate and dense 3D shape from enough number of viewpoints. On the other hand, its accuracy is degraded when using only a limited number of viewpoints. Addressing the above problem, this paper improves the PMVS so as to reconstruct the 3D shape from a limited number of viewpoints. Through a set of experiments, we demonstrate that the proposed method exhibits the efficient performance on 3D reconstruction such difficult situations.
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