Publications
Preprints / Submitted
Y. Amezawa, T. Uchide, T. Shiina, J. Ogata, S. Fukayama, and H. Kuroda, in revision.
S. Fukayama, H. Horikawa, H. Kuroda, Y. Amezawa, T. Shiina, Y. Sato, J. Ogata, and T. Uchide, in revision.
Y. Amezawa, T. Uchide, T. Shiina, J. Ogata, S. Fukayama, and H. Kuroda, in revision.
S. Fukayama, H. Horikawa, H. Kuroda, Y. Amezawa, T. Shiina, Y. Sato, J. Ogata, and T. Uchide, in revision.
H. Kuroda, "A convex-nonconvex framework for enhancing minimization induced penalties," Journal of the Franklin Institute, vol. 362, no. 15, 20 pages, 2025, Art. no. 107969. official access (OA) arXiv.
C. Dilrukshi, T. Ogino, M. Ishikawa, H. Kuroda, S. Nomura, , "Assessing the usability of aromatic mouthwashes in alleviating physiological stress responses," Frontiers in Oral Health, vol. 5, 10 pages, 2024. official access
X. Yi, S. S. Herath, H. Ogawa, H. Kuroda, K. Oiwa, and S. Nomura, "Human pulse wave detection with consumer earphones and headphones", Artificial Life and Robotics, pp. 22–28, 2024. official access
H. Kuroda, D. Kitahara, E. Yoshikawa, H. Kikuchi, and T. Ushio, "Convex estimation of sparse-smooth power spectral densities from mixtures of realizations with application to weather radar", IEEE Access, vol. 11, pp. 128859-128874, 2023. official access (OA) arXiv
S. Yao, D. Kitahara, H. Kuroda, and A. Hirabayashi, "Modal interval regression based on spline quantile regression," IEICE Transactions on Fundamentals, vol. E106-A, no.2, pp. 106–123, Feb. 2023. official access
H. Kuroda and D. Kitahara, "Block-sparse recovery with optimal block partition," IEEE Transactions on Signal Processing, vol. 70, pp. 1506–1520, 2022. (IEEE SPS Japan Young Author Best Paper Award) official access TechRxiv code (MATLAB)
D. Kitahara, H. Kuroda, A. Hirabayashi, E. Yoshikawa, H. Kikuchi, and T. Ushio, "Nonlinear beamforming based on group-sparsities of periodograms for phased array weather radar," IEEE Transactions on Geoscience and Remote Sensing, vol. 60, 19 pages, 2022, Art. no. 4106819. official access TechRxiv
H. Yamamoto, D. Kitahara, H. Kuroda, and A. Hirabayashi, "Image super-resolution via generative adversarial networks using metric projections onto consistent sets for low-resolution inputs," IEICE Transactions on Fundamentals, vol. E105-A, no. 4, pp. 704–718, Apr. 2022. official access
K. Yoshimoto, H. Kuroda, D. Kitahara, and A. Hirabayashi, "WaveNet modeling of distortion pedal using spectral features," Acoustical Science and Technology, vol. 42, no. 6, pp. 305–313, Nov. 2021. official access
H. Kuroda, M. Yamagishi, and I. Yamada, "Exploiting sparsity in tight-dimensional spaces for piecewise continuous signal recovery," IEEE Transactions on Signal Processing, vol. 66, no. 24, pp. 6363–6376, Dec. 2018. official access preprint (©2018 IEEE)
H. Kuroda, M. Yamagishi, and I. Yamada, "Nonlinear acoustic echo cancellation by exact-online adaptive alternating minimization," IEICE Transactions on Fundamentals, vol. E99-A, no. 10, pp. 2027–2036, Oct. 2016. official access preprint (© 2016 IEICE)
H. Kuroda, S. Ono, M. Yamagishi, and I. Yamada, "Exploiting group sparsity in nonlinear acoustic echo cancellation by adaptive proximal forward-backward splitting," IEICE Transactions on Fundamentals, vol. E96-A, no. 10, pp. 1918–1927, Oct. 2013. official access preprint (© 2013 IEICE)
H. Kuroda, "Sharpening minimization induced penalties," European Signal Processing Conference (EUSIPCO), Lyon, France, pp. 2612–2616, Aug. 2024. TechRxiv.
H. Kuroda, D. Kitahara, E. Yoshikawa, H. Kikuchi, and T. Ushio, "Sparsity-smoothness-aware power spectral density estimation with application to phased array weather radar," IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), Rhodes Island, Greek, 5 pages, June 2023. official access
H. Kuroda and D. Kitahara, "Graph-structured sparse regularization via convex optimization," IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), Singapore, pp. 5538–5542, May 2022.
D. Kitahara, R. Kato, H. Kuroda, and A. Hirabayashi, "Multi-contrast CSMRI using common edge structures with LiGME model," European Signal Processing Conference (EUSIPCO), Dublin, Ireland, pp. 2119–2123, Aug. 2021. official access
H. Kuroda, D. Kitahara, and A. Hirabayashi, "A convex penalty for block-sparse signals with unknown structures," IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), Toronto, Canada, pp. 5430–5434, Jun. 2021. official access
K. Yoshimoto, H. Kuroda, D. Kitahara, and A. Hirabayashi, "Deep neural network modeling of distortion stomp box using spectral features," Asia-Pacific Signal and Information Processing Association Annual Summit and Conference (APSIPA ASC), Auckland, New Zealand, pp. 339–345, Dec. 2020. official access
H. Kuroda and J. Ogata, "Piecewise linear regression under noise level variation via convex optimization," European Signal Processing Conference (EUSIPCO), Amsterdam, The Netherlands, pp. 2259–2263, Aug. 2020. official access
H. Kuroda, M. Yamagishi, and I. Yamada, "Segmentation of piecewise ARX processes by exploiting sparsity in tight-dimensional spaces," European Signal Processing Conference (EUSIPCO), A Coruna, Spain, pp. 1719–1723, Sep. 2019. official access
H. Kuroda, M. Yamagishi, and I. Yamada, "Piecewise affine system identification by exploiting sparsity in tight-dimensional spaces," American Control Conference (ACC), Philadelphia, USA, pp. 4356–4361, Jul. 2019. official access
H. Kuroda, M. Yamagishi, and I. Yamada, "Alternating minimization approach for identification of piecewise continuous Hammerstein systems," IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), Calgary, Canada, pp. 4389–4393, Apr. 2018. official access
H. Kuroda, M. Yamagishi, and I. Yamada, "Recovery of piecewise finite-dimensional continuous signals by exploiting sparsity," International Conference on Sampling Theory and Applications (sampTA), Tallinn, Estonia, pp. 609–613, Jul. 2017. official access
H. Kuroda, M. Yamagishi, and I. Yamada, "Avoiding local trap in nonlinear acoustic echo cancellation with clipping compensation," IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), Florence, Italy, pp. 1310–1314, May 2014. official access
黒田 大貴, "凸最適化に基づく構造的スパース推定法," システム制御情報学会研究発表講演会, May 2022. （チュートリアル講演）preprint (in Japanese) slide (in Japanese)
黒田 大貴, "最適ブロック構造を用いたブロックスパース推定法," 電子情報通信学会信号処理研究会, p. 11, Aug. 2021. （招待講演）slide (in Japanese)
H. Kuroda, "Generalized Moreau enhanced minimization induced regularization: Debiased TGV and LOP-l2/l1," 第39回信号処理シンポジウム, pp. xx–xx, Dec. 2024.
堀川 晴央, 内出 崇彦, 深山 覚, 佐藤 圭浩, 黒田 大貴, 椎名 高裕, 雨澤 勇太, 緒方 淳, "震源位置および発震機構解データから断層群を推定するための有限混合モデル" 日本地球惑星科学連合2023年大会, May 2023.
雨澤 勇太, 内出 崇彦, 椎名 高裕, 緒方 淳, 深山 覚, 黒田 大貴, "深層学習モデルに基づくS波後続波の網羅的検出―森吉山地域の群発地震への適用―" 日本地球惑星科学連合2023年大会, May 2023.
H. Kuroda, D. Kitahara, E. Yoshikawa, H. Kikuchi, and T. Ushio, "Sparsity and smoothness regularized estimation of power spectral density and its application to weather radar," 第37回信号処理シンポジウム, pp. 113–117, Dec. 2022.
深山 覚, 内出 崇彦, 堀川 晴央, 椎名 高裕, 黒田 大貴, 緒方 淳, "スペクトル特徴量の確率モデルによる地震計振幅の異常検知," 日本地球惑星科学連合2022年大会, May 2022.
少路 春希, 吉本 健人, 阪 大樹, 黒田 大貴, 北原 大地, 田中 賢一郎, 平林 晃, "ファインチューニングを利用した歪みエフェクタの高速モデリング," 電子情報通信学会信号処理研究会, pp. 70–75, Mar. 2022.
H. Kuroda and D. Kitahara, "Exploiting graph-structured sparsity via convex optimization," 第36回信号処理シンポジウム, pp. 92–95, Nov. 2021.
H. Kuroda, D. Kitahara, and A. Hirabayashi, "Recovery of block-sparse signals with optimization of block partitions," 第35回信号処理シンポジウム, pp. 123–124, Nov. 2020.
北原 大地, 加藤 里佳子, 黒田 大貴, 平林 晃, "エッジ情報とLiGMEモデルを用いたマルチコントラスト圧縮センシングMRI," 第35回信号処理シンポジウム, pp. 95–100, Nov. 2020.
H. Kuroda and J. Ogata, "Incorporating noise level variation in segmentation of piecewise stationary signals via convex optimization," 第34回信号処理シンポジウム, pp. 222–225, Nov. 2019.
黒田 大貴, 緒方 淳, 坂無 英徳, 内出 崇彦, "潜在的スパース性を活用した変化検知に基づく地震波自動検測, " 日本地震学会2019年度秋季大会, 3 pages, Sep. 2019.
H. Kuroda, M. Yamagishi, and I. Yamada, "Exploiting sparsity in tight representations for piecewise affine system identification," 第33回信号処理シンポジウム, pp. 158–163, Nov. 2018.
黒田 大貴, 山岸 昌夫, 山田 功, "スパース性を活用した区分的ARXモデルの分割点推定," 2018年電子情報通信学会ソサイエティ大会, p. 58, Sept. 2018.
H. Kuroda, M. Yamagishi, and I. Yamada, "Alternating minimization approach for identification of Hammerstein systems with discontinuous nonlinearities," 第32回信号処理シンポジウム, pp. 200–204, Nov. 2017.
H. Kuroda, M. Yamagishi, and I. Yamada, "A design of convex regularizer for sparsity-aware recovery of certain piecewise continuous signals," 第31回信号処理シンポジウム, pp. 226–230, Nov. 2016.
H. Kuroda, M. Yamagishi, and I. Yamada, "A robust adaptive learning of saturation nonlinearity in acoustic echo cancellation," 第28回信号処理シンポジウム, pp.659–664, Nov. 2013.