OccFaçade: enabling precise building façade parsing in large urban scenes with occlusion

paper: https://www.tandfonline.com/doi/abs/10.1080/01431161.2024.2391589

We propose a building facade parsing method called OccFacade and a dataset MeshFacade that maps Mesh to images.

First you need to run the following to get the code.

git clone [email protected]:yueyisui/OccFacade.git
cd OccFacade

Data Preparation

Download the dataset.

The dataset includes our divided MeshFacade dataset and other open source datasets.

Then you need to put the downloaded data into the data folder.

Train and Test

First check the file contents under the configs folder, then run the code by typing the following in the terminal.

python run_main.py

Most parameters are in configs and can be modified as needed

If the parameter pred is not commented, it is test mode, otherwise it is training mode.

If you need to test, you need to download the weight file and place it under the logs file.

Download the weight.

Publication

@article{doi:10.1080/01431161.2024.2391589,
author = {Yongjun Zhang, Dongdong Yue, Xinyi Liu, Siyuan Zou, Weiwei Fan and Zihang Liu},
title = {OccFaçade: enabling precise building façade parsing in large urban scenes with occlusion},
journal = {International Journal of Remote Sensing},
volume = {45},
number = {18},
pages = {6651--6674},
year = {2024},
publisher = {Taylor \& Francis},
doi = {10.1080/01431161.2024.2391589}