#7352. Multi-view stereo in the Deep Learning Era: A comprehensive revfiew

July 2026publication date
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Journal’s subject area:
Electrical and Electronic Engineering;
Hardware and Architecture;
Human-Computer Interaction;
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Abstract:
Multi-view stereo infers the 3D geometry from a set of images captured from several known positions and viewpoints. Recently, deep learning has been increasingly used to solve several 3D vision problems due to the predominating performance, including the multi-view stereo problem. This paper presents a comprehensive review, covering recent deep learning methods for multi-view stereo.
Keywords:
3D Reconstruction; Deep Learning; Multi-view Stereo; Plane Sweep; Volumetric Representation

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