Journal Paper

• Shingo Takemoto, Kazuki Naganuma, Shunsuke Ono. Spatio-spectral structure tensor total variation for hyperspectral image denoising and destriping, IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing, IEEE, July 2025.
• Eisuke Yamagata, Kazuki Naganuma, Shunsuke Ono. Robust time-varying graph signal recovery for dynamic physical sensor network data, IEEE Transactions on Signal and Information Processing over Networks, IEEE, Jan. 2025.
• Takayuki Sasaki, Kazuya Hayase, Masaki Kitahara, Shunsuke Ono. Sparse Regularization with Reverse Sorted Sum of Squares via an Unrolled Difference-of-Convex Approach, IEEE Open Journal of Signal Processing, IEEE, Jan. 2025.
• Masako Kishida, Shunsuke Ono. Graph Learning Over Polytopic Uncertain Graph, IEEE Signal Processing Letters, IEEE, Jan. 2025.

International Conference (Reviewed)

• Keitaro Yamashita, Kazuki Naganuma, Shunsuke Ono. Controlling the Number of Sample-Contributive Vertices in Generalized Sampling of Graph Signals, ICASSP 2025-2025 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), IEEE, pp. 1-5, Apr. 2025.
• Takafumi Ueki, Kazuki Naganuma, Shunsuke Ono. Stable and Lightweight Deep Primal-Dual Unrolling for Constrained Image Restoration with Convolutional Sparse Coding, ICASSP 2025-2025 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), IEEE, pp. 1-5, Apr. 2025.

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