Author

Shouyin Li

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Review Open access Jul 2026

A Review of Multi-view 3D Reconstruction: From Classical Geometry to Feed-forward Models

This review categorizes the field into five representative paradigms: geometry-based Structure from Motion, learning-based Multi-view Stereo, Neural Radiance Fields, 3D Gaussian Splatting, and recent feed-forward geometric models.

Shouyin Li, Wei Zhang, Qiang Li · Journal of Machine Learning... · 0 citations