Multi View Stereo on Internet Images

This repository contains the set of artficats used for the ENGN8601/8602 research project. The thesis emphasizes on the following aspects:

• Evaluating and Analysing the performance of existing learning-based MVS networks on internet images or in a CPC scenario.
• Proposing a novel mask estimation module and depth estimation (with depth alignment) framework to estimate depth values of foreground objects.
• Fusing the depthmaps estimated by the proposed methodology to compute complete point clouds (including foreground objects)

Recommended: python 3.7.7, cudatoolkit 10.2.* and conda.

The python libraries required are provided in the requirements.txt file. You can install the environment and necessary modules as follows or use your own approach:

Create a new conda environment and activate it: