Publications

Journal Papers

  1. Y. Sato, J. Sese, T. Matsuyama, M. Onuki, S. Mase, K. Okuno, K. Saito, N. Fujiwara, A. Hoshino, K. Kawada, M. Tokunaga, and Y. Kinugasa, “Preliminary study for developing a navigation system for gastric cancer surgery using artificial intelligence,” Surgery Today, pp. 1–6, 2022.
  2. M. Onuki, S. Ono, K. Shirai, and Y. Tanaka, "Fast Singular Value Shrinkage with Chebyshev Polynomial Approximation Based on Signal Sparsity," IEEE Transactions on Signal Processing, vol. 65, no. 22, pp. 6083-6096, 2017 [Official access (open access)] [You can download the source code here].
  3. K. Yamamoto, M. Onuki, Y. Tanaka, "Non-blind deconvolution of point cloud attributes in graph spectral domain," IEICE Transactions on Fundamentals, vol. E100-A, no. 9, pp. 1751-1759, 2017 [Official access].
  4. M. Onuki, S. Ono, M. Yamagishi, and Y. Tanaka, "Graph signal denoising via trilateral filter on graph spectral domain," IEEE Transactions on Signal and Information Processing over Networks, vol.2, no. 2, pp. 137-148, 2016, (IEEE Signal Processing Society (SPS) Japan Student Best Award) [pdf © IEEE] [Official access] [You can download the source code here].
  5. A. Hamamoto, M. Onuki, and Y. Tanaka, "Higher order feasible building blocks for lattice structure of multidimensional linear phase biorthogonal filter banks," Multidimensional Systems and Signal Processing, pp. 1-19, Oct. 2015, [Official access].
  6. M. Onuki and Y. Tanaka, "Design of optimized prefilters for time-domain lapped transforms with various downsampling factors," IEICE Transactions on Fundamentals, vol. E97-A, no. 9, pp. 1907-1917, 2014 [Official access].

International Conferences

  1. M. Onuki, M. Sato, and J. Sese, "Estimating physical/mental health condition using heart rate data from a wearable device," IEEE Engineering in Medicine and Biology Society (EMBC), pp. 4465-4468, Glasgow, Scotland, UK, July 2022.
  2. M. Onuki and Y. Tanaka "SVD for very large matrices: An approach with polar decomposition and polynomial approximation," IEEE ICDM DSBDA Workshop 2018, Singapore, Nov. 2018.
  3. T. Kanada, M. Onuki, and Y. Tanaka, "Low-rank sparse decomposition of graph adjacency matrices for extracting clean clusters," Asia-Pacific Signal and Information Processing Association Annual Summit and Conference (APSIPA ASC), Honolulu, HI, Nov. 2018, (Accepted)
  4. M. Onuki, Y. Tanaka, and M. Okuda, "Improved eigenvalue shrinkage using weighted Chebyshev polynomial approximation," IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), New Orleans, USA, pp. 4541-4545, Mar., 2017 [pdf © IEEE].
  5. Y. Tanaka, S. Yagyu, A. Sakiyama, and M. Onuki, "Mesh-based image retargeting with spectral graph filtering," Asia-Pacific Signal and Information Processing Association Annual Summit and Conference (APSIPA ASC), Jeju, Korea, Dec. 2016.
  6. M. Onuki and Y. Tanaka "L1-regularized optimization of undersampled prefilters for image coding," Picture Coding Symposium (PCS), Nuremberg, Germaney, Dec. 2016.
  7. K. Yamamoto, M. Onuki, and Y. Tanaka, "Deblurring of point cloud attributes in graph spectral domains," IEEE International Conference on Image Processing (ICIP), Phoenix, AZ, USA, pp. 1559-1563, Sep. 2016.
  8. M. Onuki, S. Ono, K. Shirai, and Y. Tanaka, "Image colorization based on ADMM with fast singular value thresholding by Chebyshev polynomial approximation," IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), Shanghai, China, pp. 4762-4766, Mar. 2016, [pdf © IEEE]
  9. K. Suwabe, M. Onuki, Y. Iizuka, and Y. Tanaka, "Globalized BM3D using fast eigenvalue filtering," IEEE Global Conference on Signal and Information Processing (GlobalSIP), Orlando, Florida, USA, pp. 438-442, Dec. 2015. [pdf © IEEE] [slide]
  10. M. Onuki, S. Ono, K. Shirai, and Y. Tanaka, "Non-local/local image filters using fast eigenvalue filtering," IEEE International Conference on Image Processing (ICIP), Québec City, Canada, pp. 4659-4663, Sep. 2015. [pdf © IEEE]
  11. M. Onuki and Y. Tanaka, "Tone-mapping using graph spectral-domain filters," 2015 Joint Conference of IWAIT and IFMIA, Tainan, Taiwan, Jan. 2015 (Invited Talk).
  12. A. Hamamoto, M. Onuki, and Y. Tanaka, "Multidimensional linear-phase perfect reconstruction filter banks with higher order feasible building blocks,"  IEEE International Conference on Image Processing (ICIP)
    , Paris, France, pp. 2963-2967, Oct. 2014.
  13. M. Onuki and Y. Tanaka, "Trilateral filter on graph spectral domain,"  IEEE International Conference on Image Processing (ICIP), Paris, France, pp. 2046-2050, Oct. 2014. [pdf © IEEE]
  14. M. Onuki and Y. Tanaka, "Design of optimized prefilters for time-domain lapped transforms with various downsampling factors,"  IEEE International Conference on Image Processing (ICIP), Melbourne, Australia, pp. 1777-1781, Sep. 2013. [pdf © IEEE]