Publications

2024

1. SIAM Review

   in progress

   (Semi)-Sparsity for Signal/Image Processing: Modeling, Algorithms and Applications

   Junqing Huang, Haihui Wang, and Michael Ruzhansky

   SIAM Review 2024

   Project Code Bib

   @article{huang2024semi,
     author = {Huang, Junqing and Wang, Haihui and Ruzhansky, Michael},
     title = {(Semi)-Sparsity for Signal/Image Processing: Modeling, Algorithms and Applications},
     journal = {SIAM Review},
     volume = {},
     issue = {},
     number = {},
     pages = {},
     year = {2024},
     publisher = {SIAM},
     comment = {in progress},
     project = {1_project},
   }

2. T-PAMI

   in progress

   Simultaneously Image Representation and Transformation

   Junqing Huang, Haihui Wang, and Michael Ruzhansky

   IEEE Transactions on Pattern Analysis and Machine Intelligence 2024

   Project Code Bib

   @article{huang2024simultaneously,
     title = {Simultaneously Image Representation and Transformation},
     author = {Huang, Junqing and Wang, Haihui and Ruzhansky, Michael},
     journal = {IEEE Transactions on Pattern Analysis and Machine Intelligence},
     volume = {},
     issue = {},
     number = {},
     pages = {},
     year = {2024},
     publisher = {IEEE},
     comment = {in progress},
     project = {https://github.com/QingXin96/},
   }

3. NeurIPS

   in progress

   Optimal Image Transport on Convolutional Sparse Dictionaries

   Junqing Huang, Haihui Wang, and Michael Ruzhansky

   In Advances in Neural Information Processing Systems (NeurIPS) 2024

   Project Code Bib

   @inproceedings{huang2024optimal1,
     title = {Optimal Image Transport on Convolutional Sparse Dictionaries},
     author = {Huang, Junqing and Wang, Haihui and Ruzhansky, Michael},
     booktitle = {Advances in Neural Information Processing Systems (NeurIPS)},
     volume = {},
     issue = {},
     number = {},
     pages = {},
     year = {2024},
     comment = {in progress},
     project = {https://github.com/QingXin96/},
   }

4. 

   under review

   Optimal Image Transport on Sparse Dictionaries

   Junqing Huang, Haihui Wang, Andreas Weiermann, and Michael Ruzhansky

   In Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) 2024

   Project Code PDF arXiv Bib

   @inproceedings{huang2023optimal,
     title = {Optimal Image Transport on Sparse Dictionaries},
     author = {Huang, Junqing and Wang, Haihui and Weiermann, Andreas and Ruzhansky, Michael},
     booktitle = {Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)},
     volume = {},
     issue = {},
     number = {},
     pages = {},
     year = {2024},
     publisher = {IEEE},
     comment = {under review},
     project = {paper_optimal_image_transfer},
   }

5. 

   under review

   Semi-sparsity Priors for Image Structure Analysis and Extraction

   Junqing Huang, Haihui Wang, and Michael Ruzhansky

   IEEE Transactions on Pattern Analysis and Machine Intelligence 2024

   Project Code PDF Supp arXiv Bib

   @article{huang2024semi1,
     title = {Semi-sparsity Priors for Image Structure Analysis and Extraction},
     author = {Huang, Junqing and Wang, Haihui and Ruzhansky, Michael},
     journal = {IEEE Transactions on Pattern Analysis and Machine Intelligence},
     volume = {},
     issue = {},
     number = {},
     pages = {},
     year = {2024},
     publisher = {IEEE},
     comment = {under review},
     project = {paper_semi_sparsity_decomposation},
   }

6. 

   under review

   Semi-sparsity on Piecewise Constant Function Spaces for Triangular Mesh Denoising

   Junqing Huang, Haihui Wang, and Michael Ruzhansky

   IEEE Transactions on Visualization and Computer Graphics 2024

   Project Code Bib

   @article{huang2024semi2,
     title = {Semi-sparsity on Piecewise Constant Function Spaces for Triangular Mesh Denoising},
     author = {Huang, Junqing and Wang, Haihui and Ruzhansky, Michael},
     journal = {IEEE Transactions on Visualization and Computer Graphics},
     volume = {},
     issue = {},
     number = {},
     pages = {},
     year = {2024},
     publisher = {IEEE},
     comment = {under review},
     project = {paper_semi_sparsity_mesh_denoising},
   }

7. BSPC

   Comparison of one- two- and three-dimensional CNN models for drawing-test-based diagnostics of the Parkinson’s disease

   Xuechao Wang, Junqing Huang, Marianna Chatzakou, Sven Nõmm, and 5 more authors

   Biomedical Signal Processing and Control 2024

2023

1. 

   Semi-Sparsity for Smoothing Filters

   Junqing Huang, Haihui Wang, Xuechao Wang, and Michael Ruzhansky

   IEEE Transactions on Image Processing 2023

   Project Code PDF arXiv Bib

   @article{huang2023semi,
     title = {Semi-Sparsity for Smoothing Filters},
     author = {Huang, Junqing and Wang, Haihui and Wang, Xuechao and Ruzhansky, Michael},
     journal = {IEEE Transactions on Image Processing},
     volume = {32},
     number = {},
     pages = {1627-1639},
     year = {2023},
     publisher = {IEEE},
     doi = {10.1109/TIP.2023.3247181},
     link = {https://ieeexplore.ieee.org/document/10054601},
     project = {paper_semi_sparsity_smoothing},
   }

2. 

   Intrinsic image transfer for illumination manipulation

   Junqing Huang, Michael Ruzhansky, Qianying Zhang, and Haihui Wang

   IEEE Transactions on Pattern Analysis and Machine Intelligence 2023

   Project Code PDF Supp Poster arXiv Bib HTML

   @article{huang2023intrinsic,
     title = {Intrinsic image transfer for illumination manipulation},
     author = {Huang, Junqing and Ruzhansky, Michael and Zhang, Qianying and Wang, Haihui},
     journal = {IEEE Transactions on Pattern Analysis and Machine Intelligence},
     volume = {45},
     issue = {6},
     number = {6},
     pages = {7444-7456},
     year = {2023},
     publisher = {IEEE},
     dimensions = {true},
     doi = {110.1109/TPAMI.2022.3224253},
     url = {https://doi.org/10.1109/TPAMI.2022.3224253},
     project = {paper_intrinsic_image_transfer},
   }

3. CBMS

   best paper

   A Light-weight CNN Model for Efficient Parkinson’s Disease Diagnostics

   Xuechao Wang, Junqing Huang, Marianna Chatzakou, Kadri Medijainen, and 4 more authors

   In IEEE 36th International Symposium on Computer Based Medical Systems (CBMS) 2023

   PDF Bib

   @inproceedings{wang2023light,
     title = {A Light-weight CNN Model for Efficient Parkinson's Disease Diagnostics},
     author = {Wang, Xuechao and Huang, Junqing and Chatzakou, Marianna and Medijainen, Kadri and Taba, Pille and Toomela, Aaro and Nomm, Sven and Ruzhansky, Michael},
     booktitle = {IEEE 36th International Symposium on Computer Based Medical Systems (CBMS)},
     year = {2023},
     pages = {616-621},
     publisher = {IEEE},
     dimensions = {true},
     comment = {best paper},
     doi = {10.1109/CBMS58004.2023.00289}
   }

2020

1. Using scanning electron microscopy and atomic force microscopy to study the formation of nanoparticles on red blood cell surface in cervical cancer patients

   Sargylana Mamaeva, Irina Kononova, Michael Ruzhansky, Petr Nikiforov, and 7 more authors

   International Journal of Biomedicine 2020

2019

1. Feature extraction for license plate location based on L0-norm smoothing

   Junqing Huang, Michael Ruzhanshy, Haoxiang Feng, Lingfang Zheng, and 2 more authors

   Open Computer Science 2019