This is an implementation of the following paper.

Estimating Reflectance Layer from A Single Image: Integrating Reflectance Guidance and Shadow/Specular Aware Learning. AAAI Conference on Artificial Intelligence, (AAAI'2023)

[Paper] [Poster] [Slides]

1.IIW OR IIW

2.MIT OR MIT

3.MPI-Sintel

4.ShapeNet (https://github.com/JannerM/intrinsics-network)

1.SRD (train BaiduNetdisk and test).

2.USR

1.Specularity separation

2.[ShapeNet]

Renjiao Yi, Ping Tan and Stephen Lin, "Leveraging Multi-view Image Sets for Unsupervised Intrinsic Image Decomposition and Highlight Separation", AAAI 2020.

Get the following Figure 6 in the main paper,

demo_spfree_release.m

If this work is useful for your research, please cite our paper.

@article{jin2022estimating,
  title={Estimating Reflectance Layer from A Single Image: Integrating Reflectance Guidance and Shadow/Specular Aware Learning},
  author={Jin, Yeying and Li, Ruoteng and Yang, Wenhan and Tan, Robby T},
  journal={arXiv preprint arXiv:2211.14751},
  year={2022}
}