Publications

Preprints

Ryosuke Isono, Kazuki Naganuma, and Shunsuke Ono, "Robust spatiotemporal fusion of satellite images: A constrained convex optimization approach," [arXiv][GitHub]

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), Seoul, Korea, vol. 1, pp. -, Apr. 2024.
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, vol. 1, pp. -, Apr. 2024.
Ryosuke Isono and Shunsuke Ono, "Optimization-based spatiotemporal fusion of satellite images with minimum reference images, " in Proceedings of ASPIRE Workshop, Hiroshima, Japan, Mar. 2024.
Yodai Suzuki, Ryosuke Isono, and Shunsuke Ono, "Poisson image restoration by a convergent plug-and-play primal-dual splitting algorithm, " in Proceedings of ASPIRE Workshop, Hiroshima, Japan, Mar. 2024.

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, June 2023. [official]

Ryosuke Isono and Shunsuke Ono, "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.
Yodai Suzuki, Ryosuke Isono and Shunsuke Ono, "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.

Ryosuke Isono and Shunsuke Ono, "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.
Ryosuke Isono and Shunsuke Ono, "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.
Yodai Suzuki, Ryosuke Isono and Shunsuke Ono, "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.

磯野凌輔, 早川諒, 飯國洋二, "移動カメラによる動画に対する背景差分のための相関係数比較に基づくtrajectory分類," 電子情報通信学会信号処理研究会, Jun. 2022.
磯野凌輔, 長沼一輝, 小野峻佑, "A Robust Spatiotemporal Mthod of Fusing Satellite Images by Constrained Optimizaion," 第37回信号処理シンポジウム, Dec. 2022.