knightofthemoonlight / silhouettefactored3d

Silhouettefactored3d

Introduction

This repository contains parts of the implementation of Silhouette-Assisted 3D Object Instance Reconstruction from a Cluttered Scene. (Silhouettefactored3d),
presented in our ICCV workshop 2019 paper (Link). If you find our work useful in your research, please consider citing:

@inproceedings{li2019silhouette,
  title={Silhouette-assisted 3d object instance reconstruction from a cluttered scene},
  author={Li, Lin and Khan, Salman and Barnes, Nick},
  booktitle={Proceedings of the IEEE/CVF International Conference on Computer Vision Workshops},
\  year={2019}
}

demo gif compare vs factored3d

• factored3d

* ours

Experiments

All rendering are based on blender engine 2.79. [notice: 2.80 version is a whole different story]

• blender_setup: Instructions to setup blender environment.
• Silhouette Generation: Instructions to generate amodal silhouette.
• Final Result Visualization: Instructions to visualize the final result.