Summary of Publicly Available Highlight Removal Method
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| Name | Year | Publication | Code |
|---|---|---|---|
| Highlight removal by illumination-constrained inpainting | 2003 | ICCV | MATLAB |
| Tan et al. | 2005 | TPAMI | MATLAB |
| Yoon et al. | 2006 | ICIP | MATLAB |
| Shen et al. | 2008 | Pattern Recognition | MATLAB |
| Shen et al. | 2009 | Applied Optics | MATLAB |
| Yang et al. | 2010 | ECCV | MATLAB |
| Automatic segmentation and inpainting of specular highlights for endoscopic imaging | 2010 | Journal on Image and Video Processing | MATLAB |
| Detection and correction of specular reflections for automatic surgical tool segmentation in thoracoscopic images | 2011 | Machine Vision and Applications | MATLAB |
| Automatic detection and inpainting of specular reflections for colposcopic images | 2011 | Open Computer Science | MATLAB |
| Shen et al. | 2013 | Applied Optics | MATLAB |
| HDR image generation from LDR image with highlight removal | 2015 | ICMEW | Python |
| Akashi et al. | 2016 | CVIU | MATLAB |
| Nurutdinova et al. | 2017 | VISAPP | C++ |
| Real-Time High-Quality Specular Highlight Removal Using Efficient Pixel Clustering | 2018 | SIBGRAPI | C++ |
| HDR Image from Single LDR Image after Removing Highlight | 2018 | ICCE | Python |
| SHR | 2019 | CGF | MATLAB |
| Yamamoto et al. | 2019 | ITE Transactions on Media Technology and Applications | MATLAB |
| Specular Reflections Removal for Endoscopic Image Sequences With Adaptive-Rpca Decomposition | 2020 | TMI | C++ |
| Saha et al. | 2020 | IET Image Processing | MATLAB |
| Polar_HR | 2021 | TIP | MATLAB |
| Highlight removal for endoscopic images based on accelerated adaptive non-convex RPCA decomposition | 2023 | CMPB | C++ |
| Name | Year | Publication | Code |
|---|---|---|---|
| SLRR | 2018 | ECCV | Pytorch |
| Spec-CGAN | 2020 | Image and Vision Computing | Tensorflow |
| TASHR | 2021 | PRCV | Tensorflow |
| SpecularityNet | 2021 | TMM | Pytorch |
| JSHDR | 2021 | CVPR | Pytorch |
| Liang et al. | 2021 | Optics Express | Pytorch |
| Unet-Transformer | 2022 | CVM | Pytorch |
| MG-CycleGAN | 2022 | PRL | Pytorch |
| TSRNet | 2023 | ICCV | Pytorch |
| SHMGAN | 2023 | Neurocomputing | Tensorflow |
| CycleSTTN | 2023 | MICCAI | Pytorch |
| Endo-STTN | 2023 | MIA | Pytorch |
| MEF-SHDR | 2023 | PRCV | Pytorch |
| 2024 | ICASSP | Pytorch | |
| EndoSRR | 2024 | International Journal of Computer Assisted Radiology and Surgery | Pytorch |
| Film Removal | 2024 | CVPR | Pytorch |
| HighlightRemover | 2024 | MM | Pytorch |
| DHAN-SHR | 2024 | MM | Pytorch |
| ORHLR-Net | 2024 | TVC | Pytorch |
| FHR-Net | 2024 | TCSVT | Pytorch |
torchmetrics for cuda calculation
PSNR
SSIM