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SOTA Image Smoothing Methods

  1. "FBF-ECCV2006": A Fast Approximation of the Bilateral Filter using a Signal Processing Approach. Sylvain Paris and Frédo Durand. ECCV 2006. (http://people.csail.mit.edu/sparis/bf/)

  2. "WLS-TOG2008": Edge-Preserving Decompositions for Multi-Scale Tone and Detail Manipulation. Zeev Farbman, Raanan Fattal, Dani Lischinski, Richard Szeliski. ACM TOG 2008. (http://www.cs.huji.ac.il/~danix/epd/)

  3. "EAW-TOG2009": Edge-Avoiding Wavelets and their Applications. Raanan Fattal. ACM TOG (SIGGRAPH) 2009. (http://www.cs.huji.ac.il/~raananf/projects/eaw/)

  4. Diffusion Maps for Edge-Aware Image Editing. Zeev Farbman, Raanan Fattal, and Dani Lischinski. SIGGRAPH Asia, 2010. (http://www.cs.huji.ac.il/labs/cglab/projects/diffmaps/)

  5. "GF-ECCV2010TPAMI2013": Guided Image Filtering, by Kaiming He, Jian Sun, and Xiaoou Tang. ECCV 2010, TPAMI 2013. (http://kaiminghe.com/eccv10/)

  6. "DTF-TOG2011": Domain Transform for Edge-Aware Image and Video Processing. Eduardo S. L. Gastal and Manuel M. Oliveira. ACM TOG (SIGGRAPH), 2011. (http://inf.ufrgs.br/~eslgastal/DomainTransform/, Real-time!)

  7. "LLF-TOG2011": Local Laplacian Filters: Edge-aware Image Processing with a Laplacian Pyramid. Sylvain Paris, Samuel W. Hasinoff, Jan Kautz. ACM TOG (SIGGRAPH), 2011. (http://people.csail.mit.edu/sparis/publi/2011/siggraph/)

  8. "L0-TOG2011": Image Smoothing via L0 Gradient Minimization. Li Xu, Cewu Lu, Yi Xu, Jiaya Jia. ACM TOG (SIGGRAPH Asia), 2011. (http://www.cse.cuhk.edu.hk/leojia/projects/L0smoothing/index.html)

  9. "RTV-TOG2012": Structure Extraction from Texture via Relative Total Variation. Li Xu, Qiong Yan, Yang Xia, Jiaya Jia. ACM TOG 2012. (http://www.cse.cuhk.edu.hk/~leojia/projects/texturesep/)

  10. "FGS-TIP2014": Fast Global Image Smoothing Based on Weighted Least Squares. Dongbo Min, Sunghwan Choi, Jiangbo Lu, Bumsub Ham, Kwanghoon Sohn, and Minh N. Do. TIP 2014. (https://sites.google.com/site/globalsmoothing/)

  11. "TF-TIP2014": Tree Filtering: Efficient Structure-Preserving Smoothing With a Minimum Spanning Tree. Linchao Bao, Yibing Song, Qingxiong Yang, Hao Yuan, and Gang Wang. TIP 2014. (http://linchaobao.github.io/)

  12. "RGF-ECCV2014": Rolling Guidance Filter. Qi Zhang, Li Xu, Jiaya Jia. ECCV 2014. (http://www.cse.cuhk.edu.hk/leojia/projects/rollguidance/)

  13. "DEAF-ICML2015": Deep Edge-Aware Filters. Li Xu, Jimmy SJ. Ren, Qiong Yan, Renjie Liao, Jiaya Jia. ICML 2015. (https://github.com/csjunxu/vcnn_double-bladed)

  14. "SGF-ICCV2015": Segment Graph Based Image Filtering: Fast Structure-Preserving Smoothing. Feihu Zhang, Longquan Dai, Shiming Xiang, and Xiaopeng Zhang. ICCV 2015. (http://www.feihuzhang.com/SGF.html, Note that SGF.exe may not work well on linux or windows!)

  15. "LRNN-ECCV2016": Learning Recursive Filters for Low-Level Vision via a Hybrid Neural Network. Sifei Liu, Jinshan Pan and Ming-Hsuan Yang. ECCV 2016. (https://github.com/silverneko/Linear-RNN)

  16. "FIP-ICCV2017": Fast image processing with fullyconvolutional networks. Qifeng Chen, Jia Xu, and Vladlen Koltun. ICCV 2017. (https://github.com/CQFIO/FastImageProcessing)

  17. "UL-TOG2018": Image Smoothing via Unsupervised Learning, ACM TOG (SIGGRAPH Asia), 2018. (https://github.com/fqnchina/ImageSmoothing)

  18. Deep Texture and Structure Aware Filtering Network for Image Smoothing. Kaiyue Lu, Shaodi You, Nick Barnes. ECCV 2018. (Code: https://github.com/JiaBob/TSAFN; data will be released.)

  19. "fastABF-TIP2019": Fast Adaptive Bilateral Filtering. R. G. Gavaskar and K. N. Chaudhury. TIP, 2019. (https://github.com/rgavaska/Fast-Adaptive-Bilateral-Filtering)

TBC.

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