University of Oslo

Week 12 - Multiple-view geometry

COLMAP is a general-purpose Structure-from-Motion (SfM) and Multi-View Stereo (MSV) pipeline with a graphical and command-line interface. It offers a wide range of features for reconstruction of ...
IEEE

Multi-View Depth Estimation by Fusing Single-View Depth Probability with Multi-View Geometry

Abstract: Multi-view depth estimation methods typically require the computation of a multi-view cost-volume, which leads to huge memory consumption and slow inference. Furthermore, multi-view matching ...
IEEE

A Hierarchical Prior Mining Approach for Non-local Multi-view Stereo

Abstract: As a fundamental problem in computer vision, multi-view stereo (MVS) aims at recovering the 3D geometry of the target from a set of 2D images. However, the reconstructed quality is ...
GitHub

A research-ready implementation of Structure from Motion (SfM) for multi-view 3D reconstruction using PyTorch, OpenCV, and advanced computer vision techniques.

This project implements a comprehensive multi-view 3D reconstruction pipeline that can reconstruct 3D scenes from multiple 2D images taken from different viewpoints. The implementation includes both ...