Publications

太字で記載されている著者は小野（峻）研メンバー（投稿時）

2019年3月以前の論文は小野の個人サイトを参照/For papers before March 2019, see Ono's personal site 

Preprints

1. Akari Katsuma, Seisuke Kyochi, Shunsuke Ono, and Ivan Selesnick, "Sparsity-enhanced multilayered non-convex regularization with epigraphical relaxation for debiased signal recovery," [arXiv]

2. Shingo Takemoto and Shunsuke Ono, "Spatio-spectral structure tensor total variation for hyperspectral image denoising and destriping," [arXiv] [GitHub] [project].

3. Koyo Sato and Shunsuke Ono, "Towards robust hyperspectral anomaly detection: Decomposing background, anomaly, and mixed noise via convex optimization," [arXiv]

4. Shunsuke Ono, Kazuki Naganuma, and Keitaro Yamashita, "Graph signal sampling under smoothness priors: A difference-of-convex approach," [arXiv] [MATLAB]

5. Eisuke Yamagata, Kazuki Naganuma, and Shunsuke Ono, "Robust time-varying graph signal recovery for dynamic physical sensor network data," [arXiv].

2024

Journal Articles (peer-reviewed)

1. Keita Ishii, Shunsuke Ono, Takeshi Masago, Masamu Ishizuki, Teppei Mori, and Yasushi Hanatsuka, "Fine-scaled predictive modeling of road surface conditions and temperature in urban areas," IEEE Transactions on Intelligent Transportation Systems, vol., no., pp., 2024. [official (OA)]

2. Eisuke Yamagata and Shunsuke Ono, "Sparse index tracking: Simultaneous asset selection and capital allocation via $\ell_0$-constrained portfolio," IEEE Open Journal of Signal Processing, vol. 5, pp. 810-819, Apr. 2024. [official (OA)] [arXiv]

3. Ryosuke Isono, Kazuki Naganuma, and Shunsuke Ono, "Robust spatiotemporal fusion of satellite images: A constrained convex optimization approach," IEEE Transactions on Geoscience and Remote Sensing, vol. 62, pp. 1-16, Apr. 2024, Art no. 5404516. [official (OA)] [arXiv] [project] [GitHub]

4. Kazuki Naganuma and Shunsuke Ono, "Towards robust hyperspectral unmixing: Mixed noise modeling and image-domain regularization," IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing, vol. 17, pp. 8117-8138, Mar. 2024. [official (OA)] [arXiv] [MATLAB] [project] [GitHub]

International Conference Proceedings (peer-reviewed)

1. Keitaro Yamashita, Kazuki Naganuma, and Shunsuke Ono, "Generalized graph signal sampling under subspace priors by difference-of-convex minimization,"  in Proceedings of APSIPA Annual Summit and Conference (APSIPA ASC), Macau, China, pp. -, Dec. 2024.

2. Kazuki Naganuma and Shunsuke Ono, "Hyperspectral unmixing with row-sparsity enhancement: A difference-of-convex approach,"  in Proceedings of APSIPA Annual Summit and Conference (APSIPA ASC), Macau, China, pp. -, Dec. 2024.

3. Shingo Takemoto and Shunsuke Ono, "Rotation invariant spatio-spectral total variation for hyperspectral image denoising,"  in Proceedings of APSIPA Annual Summit and Conference (APSIPA ASC), Macau, China, pp. -, Dec. 2024.

4. Jean-Emmanuel Clement, Shunsuke Ono, Kentaro Mochizuki, Katsumasa Fujita, Tamiki Komatsuzaki, "Accelerated spontaneous Raman measurement for biomedical applications," in Proceedings of COMPLEXBIODYN, 2024. 

5. Masako Kishida and Shunsuke Ono, "Introducing graph learning over polytopic uncertain graph," in Proceedings of Graph Signal Processing Workshop, Delft, The Netherlands, Jun. 2024. 

6. Eisuke Yamagata and Shunsuke Ono, "Risk-managed sparse index tracking via market graph clustering," in Proceedings of IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), Seoul, Korea, pp. 9796-9800, Apr. 2024. [official]

7. Koyo Sato, Kazuki Naganuma and Shunsuke Ono, "Enhancing hyperspectral anomaly detection by difference-of-convex sparse anomaly modeling," in Proceedings of IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), Seoul, Korea, pp. 9921-9925, Apr. 2024. [official]

8. Ryosuke Isono and Shunsuke Ono, "Temporally-guided total variation for robust spatiotemporal fusion of satellite images," in Proceedings of IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), Rhodes Island, Seoul, Korea, pp. 2520-2524, Apr. 2024. [official]

9. Yodai Suzuki, Ryosuke Isono, and Shunsuke Ono, "A convergent primal-dual deep plug-and-play algorithm for constrained image restoration," in Proceedings of IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), Seoul, Korea, pp. 9541-9545, Apr. 2024. [official]

10. Yodai Suzuki, Ryosuke Isono, and Shunsuke Ono, "Poisson image restoration by a convergent plug-and-play primal-dual splitting algorithm," ASPIRE 2024, Hiroshima, Japan, pp. 15-16, Mar. 2024.

11. Keitaro Yamashita and Shunsuke Ono, "Difference of convex formulation for sampling of graph signals under stochastic priors," ASPIRE 2024, Hiroshima, Japan, pp. 4-5, Mar. 2024.

12. Ryosuke Isono and Shunsuke Ono, "Optimization-based spatiotemporal fusion of satellite images with minimum reference images," ASPIRE 2024, Hiroshima, Japan, pp. 17, Mar. 2024.

13. Eisuke Yamagata and Shunsuke Ono, "Generalized time-varying graph signal recovery over dynamic graphs," ASPIRE 2024, Hiroshima, Japan, pp. 10, Mar. 2024.

14. Kazuki Naganuma and Shunsuke Ono, "Constrained hyperspectral unmixing robust to mixed noise," ASPIRE 2024, Hiroshima, Japan, pp. 8, Mar. 2024.

国内学会発表

1. 鈴木陽大, 磯野凌輔, 小野峻佑, "画像復元のための収束保証付き Plug-and-Play 主双対近接分離法," 電子情報通信学会 総合大会, Mar. 2024.

2. 山下慶太郎, 小野峻佑, "統計的事前分布に基づくグラフ信号サンプリングのDCモデリング," 電子情報通信学会 総合大会, Mar. 2024.

3. 磯野凌輔, 小野峻佑, "最小限の参照画像を用いた最適化に基づく衛星画像の時空間合成," 電子情報通信学会 総合大会, Mar. 2024.

2023

Journal Articles (peer-reviewed)

1. Kazuki Naganuma and Shunsuke Ono, "Variable-wise diagonal preconditioning for primal-dual splitting: Design and applications," IEEE Transactions on Signal Processing, vol. 71, pp. 3281-3295, Aug. 2023. [official] [arXiv] [MATLAB] [project] [GitHub]

2. Yuki Watanabe, Hiroki Ogawa, Takashi Konishi, Shotaro Nishitsuji, Shunsuke Ono, Nobutaka Shimizu and Mikihito Takenaka, "Distribution of Oriented Lamellar Structures in Injection-Molded High-Density Polyethylene Visualized via the Small Angle X-ray Scattering-Computed Tomography Method ," Macromolecules, vol. 56, no. 15, pp. 5964-5973, Jul. 2023. [official]

3. Shigekazu Takizawa, Kotaro Hiramatsu, Matthew Lindley, Julia Gala de Pablo, Shunsuke Ono, and Keisuke Goda, "High-speed hyperspectral imaging enabled by compressed sensing in time domain," Advanced Photonics Nexus, vol. 2, pp. 1-7, Mar. 2023, Art. no. 026008. [official (OA)]

International Conference Proceedings (peer-reviewed)

1. Kazuki Naganuma and Shunsuke Ono, "Cross-frame foreground structural similarity modeling by convolutional sparse representation," in Proceedings of APSIPA Annual Summit and Conference (APSIPA ASC), Taipei, Taiwan, pp. 779-783, Oct. 2023. [official]

2. Ryunosuke Eguchi, Iori Kobayashi, Shunsuke Ono, and Ryo Matsuoka, "JPEG artifact removal for hyperspectral images based on spatial-spectral regularization," in Proceedings of APSIPA Annual Summit and Conference (APSIPA ASC), Taipei, Taiwan, pp. 784-787, Oct. 2023. [official]

3. Akari Katsuma, Seisuke Kyochi, Shunsuke Ono, and Ivan Selesnick, "Epigraphically-relaxed linearly-involved generalized moreau-enhanced model for layered mixed norm regularization," in Proceedings of IEEE International Conference on Image Processing (ICIP), Kuala Lumpur, Malaysia, pp. 2240-2244, Oct. 2023. [official]

4. Eisuke Kobayashi, Hiroyasu Yasuda, Kiyoshi Hayasaka, Yu Otake, Shunsuke Ono, and Shogo Muramatsu, "Multi-resolution convolutional dictionary learning for riverbed dynamics modeling," in Proceedings of IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), Rhodes Island, Greece, pp. 1-5, Jun. 2023. [official] 

5. Kazuki Naganuma and Shunsuke Ono, "Static-scene constrained optimization for matrix/tensor-decomposition-free foreground-background separation," in Proceedings of IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), Rhodes Island, Greece, pp. 1-5, Jun. 2023. [official] [MATLAB]

6. Koyo Sato and Shunsuke Ono, "Robust hyperspectral anomaly detection with simultaneous mixed noise removal via constrained convex optimization," in Proceedings of IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), Rhodes Island, Greece, pp. 1-5, Jun. 2023. [official]

7. Ryosuke Isono, Kazuki Naganuma and Shunsuke Ono, "Robust spatiotemporal fusion of satellite images via convex optimization," in Proceedings of IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), Rhodes Island, Greece, pp. 1-5, Jun. 2023. [official]

8. Shingo Takemoto and Shunsuke Ono, "Enhancing spatio-spectral regularization by structure tensor modeling for hyperspectral image denoising," in Proceedings of IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), Rhodes Island, Greece, pp. 1-5, Jun. 2023. [official]

解説・総説

1. 滝沢繁和, 平松光太郎, 小野峻佑, 合田圭介, "圧縮センシングによる高速時間領域ハイパースペクトルイメージング," 光学, vol. 52, no. 10, pp. 433-438, Oct. 2023 (招待論文).

2. 平松光太郎, 滝沢繁和, 小野峻佑, 合田圭介, "ラマンイメージング x 圧縮センシング," 分光研究, vol. 72, no. 4, pp. 163-166, Aug. 2023 (招待論文).

国内学会発表

1. 岡本充生, 大原由暉, 村松正吾, 安田浩保, 早坂圭司, 小野峻佑, "時空間全変動正則化によるマイクロ波レーダ河川観測動画像復元," 映像情報メディア学会 メディア工学研究会, Dec. 2023.

2. 鈴木陽大, 磯野凌輔, 小野峻佑, "A Convergent Deep Plug-and-Play Constrained Image Restoration Based on Primal-dual Splitting," 第38回信号処理シンポジウム, Nov. 2023.

3. 佐藤航洋, 長沼一輝, 小野峻佑, "A Difference-of-Convex Approach to Hyperspectral Anomaly Detection," 第38回信号処理シンポジウム, Nov. 2023.

4. 長沼一輝, 小野峻佑, "Row-Sparsity-Enhanced Hyperspectral Unmixing via Difference-of-Convex Minimization," 第38回信号処理シンポジウム, Nov. 2023.

5. 山縣英介, 小野峻佑, "Sparse Index Tracking with Market Graph Neutrality," 第38回信号処理シンポジウム, Nov. 2023.

6. 磯野凌輔, 小野峻佑, "Spatiotemporal Fusion of Satellite Images Using Temporally-Guided Total Variation," 第38回信号処理シンポジウム, Nov. 2023.

7. 山下慶太郎, 小野峻佑, "Difference-of-Convex Formulation for Graph Signal Sampling under Subspace Priors," 第38回信号処理シンポジウム, Nov. 2023.

8. 武山彩織, 小野峻佑, "Hyperspectralization：スペクトルパッチサンプルからのハイパースペクトルデータ再構成," 第38回信号処理シンポジウム, Nov. 2023.

9. 磯野凌輔, 小野峻佑, "Robust Spatiotemporal Fusion of Satellite Images with Simultaneous Mixed Noise Removal via Constrained Convex Optimization," 第38回信号処理シンポジウム, Nov. 2023.

10. 竹本真悟, 小野峻佑, "Rotation Invariant Spatio-Spectral Total Variationによるハイパースペクトル画像復元," 第38回信号処理シンポジウム, Nov. 2023.

11. 勝間朱里, 京地清介, 小野峻佑, アイヴァン セレスニック, "LiGMEモデルを用いた多層非凸正則化によるグループスパース・低ランク凸最適化信号復元," 電子情報通信学会 信号処理研究会, Feb. 2023.

2022

Journal Articles (peer-reviewed)

1. Saori Takeyama and Shunsuke Ono, "Robust hyperspectral image fusion with simultaneous guide image denoising via constrained convex optimization," IEEE Transactions on Geoscience and Remote Sensing, vol. 60, pp. 1-18, Nov. 2022, Art. no. 5544518. [official] [arXiv] [MATLAB]

2. Takayuki Nagata, Keigo Yamada, Taku Nonomura, Kumi Nakai, Yuji Saito, and Shunsuke Ono, "Data-driven sensor selection method based on proximal optimization for high-dimensional data with correlated measurement noise," IEEE Transactions on Signal Processing, vol. 70, pp. 5251-5264, Nov. 2022. [official] [arXiv]

3. Hiroki Ogawa, Mika Aoki, Shunsuke Ono, Yuki Watanabe, Satoru Yamamoto, Keiji Tanaka, and Mikihito Takenaka, "Spatial distribution of the network structure in epoxy resin via the MAXS-CT method," Langmuir, vol. 38, no. 37, pp. 11432-11439, Sep. 2022. [official]

4. Shingo Takemoto, Kazuki Naganuma, and Shunsuke Ono, "Graph spatio-spectral total variation for hyperspectral image denoising," IEEE Geoscience and Remote Sensing Letters, vol. 19, no. 6012405, pp. 1-5, Jul. 2022. [official] [arXiv] [MATLAB] [project]

5. Ruiki Kobayashi, Genki Fujii, Yuta Yoshida, Takeru Ota, Fumiaki Nin, Hiroshi Hibino, Samuel Choi, Shunsuke Ono, and Shogo Muramatsu"Sparsity-aware OCT volumetric data restoration using optical synthesis model," IEEE Transactions on Computational Imaging, vol. 8, pp. 505-520, Jun. 2022. [official] [MATLAB]

6. Kazuki Naganuma and Shunsuke Ono, "A general destriping framework for remote sensing images using flatness constraint," IEEE Transactions on Geoscience and Remote Sensing, vol. 60, pp. 1-16, Feb. 2022, Art. no. 5525016. [official] [arXiv] [MATLAB] [project] [GitHub]

International Conference Proceedings (peer-reviewed)

1. Kazuki Naganuma and Shunsuke Ono, "Operator-norm-based variable-wise diagonal preconditioning for automatic stepsize selection of a primal-dual splitting algorithm," in Proceedings of European Signal Processing Conference (EUSIPCO), Belgrade, Servia, pp. 2041-2045, Aug. 2022. [official]

2. Shigekazu Takizawa, Kotaro HIramatsu, Shunsuke Ono, and Kesuke Goda, "High-speed time-domain Raman spectral imaging with compressed sensing," in Proceedings of International Conference on Raman Spectroscopy, Long Beach, CA, Aug. 2022.

国内学会発表

1. 磯野凌輔, 長沼一輝, 小野峻佑, "A Robust Spatiotemporal Method of Fusing Satellite Images by Constrained Optimization," 第37回信号処理シンポジウム, Dec. 2022.

2. 竹本真悟, 小野峻佑, "Structure Tensor Regularization of Spatio-Spectral Difference for Hyperspectral Image Denoising," 第37回信号処理シンポジウム, Dec. 2022.

3. 長沼一輝, 小野峻佑, "Convolutional Sparse Representation for Cross-Frame Similar Structure Modeling in Video Foreground-Background Separation," 第37回信号処理シンポジウム, Dec. 2022.

4. 長沼一輝, 小野峻佑, "A Matrix-Decomposition-Free Video Foreground-Background Separation Framework based on Static-Scene Constraint," 第37回信号処理シンポジウム, Dec. 2022.

5. 山縣英介, 小野峻佑, "A Primal-Dual Splitting Approach to Sparse Index Tracking," 第37回信号処理シンポジウム, Dec. 2022.

6. 佐藤航洋, 小野峻佑, "制約付き凸最適化による混合ノイズを考慮したハイパースペクトル異常検出, " 第37回信号処理シンポジウム, Dec. 2022.

7. 永松幸紀, 長沼一輝, 小野峻佑, "含有率マップの空間的相関を考慮したハイパースペクトルミクセル分解," 第37回信号処理シンポジウム, Dec. 2022.

8. 武山彩織, 小野峻佑, "ガウシアン-スパース混合ノイズを考慮したハイパースペクトルパンシャープニング," 第37回信号処理シンポジウム, Dec. 2022.

9. 朝倉一希, 小野峻佑, "局所性を考慮した一般化グラフ信号サンプリング," 電子情報通信学会 信号処理研究会, Mar. 2022.

10. 竹本真悟, 長沼一輝, 小野峻佑, "グラフに基づく空間-スペクトル全変動によるハイパースペクトル画像復元," 電子情報通信学会 信号処理研究会, Mar. 2022.

11. 佐藤航洋, 小野峻佑, "凸最適化に基づく成分分離による頑健なハイパースペクトル異常検出," 電子情報通信学会 信号処理研究会, Mar. 2022.

2021

Book Chapter

1. Shunsuke Ono, "Constrained optimization," in Computer Vision: A Reference Guide, K. Ikeuchi, Ed., Springer, Feb. 2021. [official]

2. Shunsuke Ono and Masaki Saito, "Energy minimization," in Computer Vision: A Reference Guide, K. Ikeuchi, Ed., Springer, Feb. 2021. [official]

Journal Articles (peer-reviewed)

1. Hiroki Ogawa, Shunsuke Ono, Yuki Watanabe, Yukihiro Nishikawa, Shotaro Nishitsuji, Taizo Kabe, and Mikihito Takenaka, "Artifact removal in the contour areas of SAXS-CT images by Tikhonov-L1 minimization," Journal of Applied Crystallography, vol. 54, no. 1, pp. 1784-1792, Dec. 2021. [official (OA)]

2. Yuichi Hiroi, Takumi Kaminokado, Shunsuke Ono, and Yuta Itoh, "Focal surface occlusion," Optics Express, vol. 29, no. 22, pp. 36581-36597, Oct. 2021. [official (OA)]

3. Keiichiro Shirai, Tatsuya Baba, Shunsuke Ono, Masahiro Okuda, Yusuke Tatesumi, and Paul Perrotin, "Guided facial skin color correction," Signals, vol. 2, no. 3, pp. 540-558, Aug. 2021. [official (OA)]

4. Takayuki Nagata, Taku Nonomura, Kumi Nakai, Keigo Yamada, Yuji Saito, and Shunsuke Ono, "Data-driven sparse sensor selection based on A-optimal design of experiment with ADMM," IEEE Sensors Journal, vol. 21, no. 13, pp. 15248-15257, Jul. 2021. [official] [ arXiv]

5. Seisuke Kyochi, Shunsuke Ono, and Ivan Selesnick, "Epigraphical relaxation for minimizing layered mixed norms," IEEE Transactions on Signal Processing, vol. 69, pp. 2923-2938, Feb. 2021. [official] [arXiv]

6. Kaito Hosono, Shunsuke Ono, and Takamichi Miyata, "On the synergy between nonconvex extensions of the tensor nuclear norm for tensor recovery," Signals, vol. 2, no. 1, pp. 108-121, Feb. 2021. [official (OA)] 

7. Taku Nonomura, Shunsuke Ono, Kumi Nakai, and Yuji Saito, "Randomized subspace newton convex method applied to data-driven sensor selection problem," IEEE Signal Processing Letters, vol. 28, pp. 284-288, Jan. 2021. [official] [preprint (©2021 IEEE)] 

International Conference Proceedings (peer-reviewed)

1. Eisuke Yamagata and Shunsuke Ono, "Recovery of time series of graph signals over dynamic topology," in Proceedings of APSIPA Annual Summit and Conference (APSIPA ASC), Tokyo, Japan, pp. 330-336, Dec. 2021. (invited paper) [official]

2. Ruiki Kobayashi, Shogo Muramatsu, and Shunsuke Ono, "Proximal gradient-based loop unrolling with interscale thresholding," in Proceedings of APSIPA Annual Summit and Conference (APSIPA ASC), Tokyo, Japan, pp. 1687-1692, Dec. 2021. (invited paper) [official]

3. Kazuki Naganuma, Saori Takeyama, and Shunsuke Ono, "Zero-gradient constraints for destriping of remote-sensing data," in Proceedings of IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), Toronto, Canada, pp. 1480-1484, Jun. 2021. [official]

4. Junya Hara, Koki Yamada, Shunsuke Ono, and Yuichi Tanaka, "Design of graph signal sampling matrices for arbitrary signal subspaces," in Proceedings of IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), Toronto, Canada, pp. 5275-5279, Jun. 2021. [official]

5. Saori Takeyama, Tatsuya Komatsu, Koichi Miyazaki, Masahito Togami, and Shunsuke Ono, "Robust acoustic scene classification to multiple devices using maximum classifier discrepancy and knowledge distillation," in Proceedings of European Signal Processing Conference (EUSIPCO), Amsterdam, NL, pp. 36-40, Jan. 2021. [official]

解説・総説

1. 小野峻佑, "5分で分かる ! ? 有名論文ナナメ読み：Tom Goldstein and Stanley Osher : The SplitBregman Method for L1-Regularized Problems, "情報処理, vol. 62, no. 7, pp. 356-358, Jul. 2021.

国内学会発表

1. 長沼一輝, 小野峻佑, "信号復元のための作用素ノルムに基づく主-双対近接分離法の自動ステップサイズ調整," 第36回信号処理シンポジウム, Nov. 2021.

2. 山縣英介, 小野峻佑, "動的グラフ上の時系列グラフ信号復元," 第36回信号処理シンポジウム, Nov. 2021.

3. 武山彩織, 小野峻佑, "空間-波長正則化に基づくハイパースペクトル画像のポアソン性ノイズ除去," 第36回信号処理シンポジウム, Nov. 2021.

4. 京地清介, 小野峻佑, "多層混合ノルム最小化のためのエピグラフ緩和," 第36回信号処理シンポジウム, Nov. 2021.

5. 永松幸紀, 小野峻佑, "複数の正則化を用いたロバストなハイパースペクトルミクセル分解," 電子情報通信学会 信号処理研究会, Jun. 2021.

6. 末安学, 京地清介, 小野峻佑, "振幅スペクトル核ノルムを用いた周波数領域ロバスト主成分分析," 電子情報通信学会 信号処理研究会, Jun. 2021.

7. 原惇也, 山田宏樹, 小野峻佑, 田中雄一, "任意の信号部分空間に対応したグラフ信号のサンプリング," 電子情報通信学会 信号処理研究会, Mar. 2021.

8. 長沼一輝, 武山彩織, 小野峻佑, "Remote sensing data restoration by constraining the gradients of stripe noise," 電子情報通信学会 信号処理研究会, Mar. 2021.

9. 山縣英介, 小野峻佑, "A constrained alternating minimization approach to end-to-end graph signal denoising over unknown topology," 電子情報通信学会 信号処理研究会, Mar. 2021.

2020

Journal Articles (peer-reviewed)

1. Saori Takeyama, Shunsuke Ono, and Itsuo Kumazawa, "A constrained convex optimization approach to hyperspectral image restoration with hybrid spatio-spectral regularization," Remote Sensing, vol. 12, no. 21, pp. 3541:1-3541:19, Oct. 2020. [official (OA)] [MATLAB]

2. Takuma Kasai, Shunsuke Ono, Seizo Koshiba, Masayuki Yamamoto, Toshiyuki Tanaka, Shiro Ikeda, and Takanori Kigawa, "Amino-acid selective isotope labeling enables simultaneous overlapping signal decomposition and information extraction from NMR spectra," Journal of Biomolecular NMR, vol. 74, pp. 125-137, Jan. 2020. [official (OA)] [press release (in Japanese)]

3. Hiroki Ogawa, Shunsuke Ono, Yukihiro Nishikawa, Akihiko Fujiwara, Taizo Kabeg, and Mikihito Takenaka, "Improving grazing-incidence small-angle X-ray scattering-computed tomography images by total variation minimization," Journal of Applied Crystallography, vol. 53, no. 1, pp. 140-147, Jan. 2020. [official (OA)]

International Conference Proceedings (peer-reviewed)

1. Saori Takeyama and Shunsuke Ono, "Compressed hyperspectral pansharpening," in Proceedings of IEEE International Conference on Image Processing (ICIP), Abu Dhabi, UAE, pp. 2855-2859, Oct. 2020. [official]

2. Saori Takeyama and Shunsuke Ono, "Joint mixed-noise removal and compressed sensing reconstruction of hyperspectral images via convex optimization," in Proceedings of IEEE International Geoscience and Remote Sensing Symposium (IGARSS), Waikoloa, Hawaii, pp. 1492-1495, Jul. 2020. [official]

3. Seisuke Kyochi, Shunsuke Ono, and Ivan Selesnick, "Epigraphical reformulation for non-proximable mixed norms," in Proceedings of IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), Barcelona, Spain, pp. 5400-5404, May 2020. [official]

解説・総説

1. 小野峻佑, "ハイパースペクトルイメージングと最適化―復元と合成―," 電子情報通信学会 基礎・境界ソサイエティ Fundamentals Review, vol. 14, no. 2, pp. 138-146, Oct. 2020 (招待論文). [official (OA)]

国内学会発表

1. 武山彩織, 小野峻佑, "ハイパースペクトル画像復元のための低ランク正則化と空間-波長正則化の融合," 第35回信号処理シンポジウム, Nov. 2020.

2. 武山彩織, 小野峻佑, "混合ノイズを考慮したハイパースペクトル画像のための圧縮センシング再構成法," 電子情報通信学会 総合大会, Mar. 2020.

3. 京地清介, 小野峻佑, "エピグラフ射影を用いた混合ノルム最小化," 電子情報通信学会 信号処理研究会, Mar. 2020.

2019

Journal Articles (peer-reviewed)

1. Marie Katsurai and Shunsuke Ono, "TrendNets: Mapping emerging research trends from dynamic co-word networks via sparse representation," Scientometrics, vol. 121, no. 3, pp. 1583–1598, Dec. 2019. [official (OA)]

2. Ryo Matsuoka, Shunsuke Ono, and Masahiro Okuda, "Transformed-domain robust multiple-exposure blending with Huber loss," IEEE Access, vol. 7, pp. 162282-162296, Nov. 2019. [official (OA)]

3. Kaito Hosono, Shunsuke Ono, and Takamichi Miyata, "Weighted tensor nuclear norm minimization for color image restoration," IEEE Access, vol. 7, pp. 88768-88776, Jul. 2019. [official (OA).]

International Conference Proceedings (peer-reviewed)

1. Genki Fujii, Yuta Yoshida, Shogo Muramatsu, Shunsuke Ono, Samuel Choi, Takeru Ota, Fumiaki Nin, and Hiroshi Hibino, "OCT volumetric data restoration with latent distribution of refractive index," in Proceedings of IEEE International Conference on Image Processing (ICIP), Taipei, Taiwan, pp. 764-768, Sep. 2019. [official]

2. Saori Takeyama, Shunsuke Ono, and Itsuo Kumazawa, "Mixed noise removal for hyperspectral images using hybrid spatio-spectral total variation," in Proceedings of IEEE International Conference on Image Processing (ICIP), Taipei, Taiwan, pp. 3128-3132, Sep. 2019. [official]

3. Shunsuke Ono, "Efficient constrained signal reconstruction by randomized epigraphical projection," in Proceedings of IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), Brighton, UK, pp. 4993-4997, May 2019. [arxiv] [official]

4. Yuhei Kaneko, Shogo Muramatsu, Hiroyasu Yasuda, Kiyoshi Hayasaka, Yu Otake, Shunsuke Ono, and Masahiro Yukawa, "Convolutional-sparse-coded dynamic mode decomposition and its application to river state estimation," in Proceedings of IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), Brighton, UK, pp. 1872-1876, May 2019. [arxiv] [official]

5. Makoto Watanabe, Ryo Matsuoka, Seisuke Kyochi, Shunsuke Ono, Masahiro Okuda, "Multiscale structure tensor total variation for image recovery," in Proceedings of IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), Brighton, UK, pp. 1867-1871, May 2019. [official]

6. Saori Takeyama, Shunsuke Ono, and Itsuo Kumazawa, "Hyperspectral and multispectral data fusion by a regularization considering spatio-spectral piecewise-smoothness," in Proceedings of IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), Brighton, UK, pp. 2152-2156, May 2019. [official]

国内学会発表

1. 細野 海人, 小野 峻佑, 宮田 高道. "重み付きテンソル核ノルムを用いたカラー画像復元に関する検討," 2019年度映像メディア処理シンポジウム(IMPS2016), Nov. 2019.

2. 小野 峻佑, 宮田高道. "A monotone operator theoretic approach to the plug-and-play proximal gradient method with deep neural network denoiser," 第34回信号処理シンポジウム, Nov. 2019.

3. 武山 彩織, 小野 峻佑, "空間-波長正則化を用いた圧縮pansharpening," 第34回信号処理シンポジウム, Nov. 2019.

4. 山田 宏樹, 小野 峻佑, 田中 雄一. "低ランク近似を利用した時変グラフ学習," 第34回信号処理シンポジウム, Nov. 2019.

5. 小林 累輝, 村松 正吾, 小野 峻佑, 湯川 正裕." 縦続接続フィルタバンクを利用した構造化畳み込み非線形辞書の検討," 第34回信号処理シンポジウム, Nov. 2019.

6. 山中 和貴, 京地 清介, 小野 峻佑, "二次曲面追跡を用いた色むら除去," 第34回信号処理シンポジウム, Nov. 2019.

7. 金子 侑平, 村松 正吾, 安田 浩保, 早坂 圭司, 大竹 雄, 小野 峻佑, 湯川 正裕. "波動現象を考慮した畳み込みスパース符号化動的モード分解による河床状態推定," 第34回信号処理シンポジウム, Nov. 2019.

8. 葛西 卓磨, 小野 峻佑, 田中 利幸, 池田 思朗, 木川 隆則. "Solving signal overlaps on NMR spectra using quantitative isotope labeling and tensor decomposition," 第57回日本生物物理学会年会, Sep. 2019.

9. 桂井麻里衣, 小野峻佑, "語の共起関係に基づく研究トレンドの可視化," 電子情報通信学会 信号処理研究会, Aug. 2019.

10. Hisami Murayama, Ryo Yonetani, Shunsuke Ono, Xiang Li, Shuxue Ding, "Quality Improvement of Image Segmentation by Deep Neural Network via Opening and Closing Processing," 第22回 画像の認識・理解シンポジウム（MIRU2019）, Jul. 2019.

11. 葛西 卓磨, 小野 峻佑, 田中 利幸, 池田 思朗, 木川 隆則. "化学シフト帰属に依存せず時間軸データから直接情報を取り出すタンパク質NMR解析法," 第19回日本蛋白質科学会年会, Jun. 2019.

12. 吉田祐太, 藤井元暉, 村松正吾, 崔森悦, 小野峻佑, 太田岳, 任書晃, 日比野浩, "3次元非分離冗長重複変換による en-face OCTT ボリュームデータ復元," 電子情報通信学会 信号処理研究会, May 2019.