no code implementations • 3 Nov 2023 • Junqing Huang, Haihui Wang, Andreas Weiermann, Michael Ruzhansky
In this paper, we derive a novel optimal image transport algorithm over sparse dictionaries by taking advantage of Sparse Representation (SR) and Optimal Transport (OT).
no code implementations • 17 Aug 2023 • Junqing Huang, Haihui Wang, Michael Ruzhansky
Image structure-texture decomposition is a long-standing and fundamental problem in both image processing and computer vision fields.
1 code implementation • 1 Jul 2021 • Junqing Huang, Haihui Wang, Xuechao Wang, Michael Ruzhansky
In this paper, we propose an interesting semi-sparsity smoothing algorithm based on a novel sparsity-inducing optimization framework.
1 code implementation • 1 Jul 2021 • Junqing Huang, Michael Ruzhansky, Qianying Zhang, Haihui Wang
We illustrate that all losses can be reduced without the necessity of taking an intrinsic image decomposition under the well-known spatial-varying illumination illumination-invariant reflectance prior knowledge.