Associate Professor
Researcher
Member: IEEE (S'11-M'15), IEICE (S'10-M'15)
Research Interest (present) - Image processing & computer vision: image restoration, image decomposition, regularization
- Signal processing: signal recovery, sparse signal processing, graph signal processing, generalized sampling
- Mathematical optimization: convex optimization, proximal splitting methods, stochastic optimization, monotone operator theory
- Remote sensing: hyperspectral imaging
- Data science: information recovery and extraction from measurements
- Machine learning & AI: tensor factorization, network data analysis
Book - 米谷 竜, 斎藤 英雄 編著, 池畑 諭, 牛久 祥孝, 内山 英昭, 内海 ゆづ子, 小野 峻佑, 片岡 裕雄, 金崎 朝子, 川西 康友, 齋藤 真樹, 櫻田 健, 高橋 康輔, 松井 勇佑, "コンピュータビジョン―広がる要素技術と応用―," 未来へつなぐ デジタルシリーズ, 共立出版, Jun. 2018 (in Japanese). official amazon
Selected Publications (full publication list, Google Scholar Citations)- S. Ono, "$L_0$ gradient projection," IEEE Transactions on Image Processing, vol. 26, no. 4, pp. 1554-1564, Apr. 2017. (a preliminary version appeared in Proc. ICASSP'17) PDF (preprint, copyright©2017 IEEE) oficcial access code (MATLAB)
- S. Ono and I. Yamada, "Color-line regularization for color artifact removal," IEEE Transactions on Computational Imaging, vol. 2, no. 3, pp. 204-217, 2016. (a preliminary version appeared in Proc. CVPR'13) PDF (preprint, copyright©2016 IEEE) official access code (MATLAB)
- S. Ono and I. Yamada, "Signal recovery with certain involved convex data-fidelity constraints," IEEE Transactions on Signal Processing, vol. 63, no. 22, pp. 6149-6163, 2015. (a preliminary version appeared in Proc. ICASSP'13) PDF (preprint, copyright©2015 IEEE) official access
- S. Ono and I. Yamada, "Hierarchical convex optimization with primal-dual splitting," IEEE Transactions on Signal Processing, vol. 63, no. 2, pp.373-388, 2015. (TELECOM System Technology Award) PDF (preprint, copyright©2015 IEEE) official access
- S. Ono and I. Yamada, "Decorrelated vectorial total variation," IEEE Conference on Computer Vision and Pattern Recognition (CVPR), Columbus, OH, Jun. 2014. (acceptance rate 29.88%) PDF (preprint, copyright©2014 IEEE) code (MATLAB) official access
- S. Ono, T. Miyata, and I. Yamada, "Cartoon-texture image decomposition using blockwise low-rank texture characterization," IEEE Transactions on Image Processing, vol. 23, no. 3, pp. 1128-1142, 2014. (IEEE SPS Japan Outstanding Student Journal Paper Award, Yasujiro Niwa Outstanding Paper Award) PDF (preprint, copyright©2014 IEEE) official access code (MATLAB)
- Feb. 2017: Funai Research Award
- Mar. 2016: TELECOM System Technology Award
- Feb. 2016: Seiichi Tejima Doctoral Dissertation Award
- Feb. 2015: Yasujiro Niwa Outstanding Paper Award
- Nov. 2014: IEEE SPS Japan Outstanding Student Journal Paper Award
- Jun. 2014: IEICE Excellent Paper Award
- Feb. 2013: IEICE Young Researchers' Award
- Apr. 2017-Mar. 2020: Grants-in-Aid for Scientific Research <KAKENHI> (Young Researchers) from JSPS (PI)
- Oct. 2016-Mar. 2020: Grants-in-Aid for PRESTO researchers from JST (PI)
- Apr. 2016-Mar. 2017: Research Grant from The Okawa Foundation for Information and Telecommunications (PI)
- Apr. 2015-Mar. 2017: Grants-in-Aid for Scientific Research <KAKENHI> (Research Activity Start-up) from JSPS (PI)
- Apr. 2015-Mar. 2016: Research Grant from The Nakajima Foundation (PI)
- Apr. 2015-Mar. 2016: Research Grant from The Tokodai Kikin (PI)
- Apr. 2012-Mar. 2015: Grants-in-Aid for JSPS Fellows (PI)
- S. Ono, "The Basics of Image Restoration: How to Estimate Latent Images from Incomplete Observations," Invited Talk@超高分解能顕微鏡法分科会 研究会 (Workshop on High-Resolution Quantitative Measurements) マホロバマインズ三浦: Japan, 18/02/2017.
- S. Ono, "明日から使える凸最適化～近接分離最適化を中心に～," Tutorial@MIRU2016, Act City Hamamatsu: Japan, 01/08/2016. slide code
- S. Ono, "Convex optimization in signal and image processing," Invited talk@Workshop on Optimization: Foundations and Frontiers, Tokyo: Japan, 28/11/2015. slide
- S. Ono, M. Yamagishi, and I. Yamada, "Convex optimization for applications to image analysis and processing: With a focus on effective utilization of the nuclear norm," Invited special talk@IEICE PRMU, Fukuoka: Japan, 14/02/2014.
- M. Yamagishi and S. Ono, "An elementary introduction to convex optimization for signal processing,"Tutorial@SIP2013 Workshop for Young Researchers, Shimonoseki: Japan, 19/11/2013.
Professional Activities - Jun. 2018-present: Technical Program Co-chairs of ISPACS2018
- Dec. 2016-present: Guest Associate Editor of IEICE Transactions on Information and Systems: Special Section on Picture Coding and Image Media Processing
- May. 2015-present: A member of IEICE Technical Committee on Signal Processing
- Sep. 2015-present: A member of NextSIP Technical Committee
- Feb. 2016-Aug. 2016: A member of Technical Program Committee (TPC) in MIRU-CEB (Conference Editorial Board) for MIRU2016
Collaborations - TUAT, The University of Kitakyushu, Chiba Tech., Doshisha Univ., Kagawa Univ.
- IEEE Transactions on Signal Processing (TSP)
- IEEE Transactions on Image Processing (TIP)
- IEEE Journal of Selected Topics in Signal Processing (JSTSP)
- IEEE Transactions on Multimedia (TMM)
- IEEE Transactions on Neural Networks and Learning Systems (TNNLS)
- IEEE Transactions on Knowledge and Data Engineering (TKDE)
- IEEE Transactions on Cybernetics (TC)
- IEEE Transactions on Circuits and Systems for Video Technology (TCSVT)
- IEEE Signal Processing Letters (SPL)
- Neural Networks
- Neurocomputing
- SPIE Journal of Electronic Imaging
- Numerical Functional Analysis and Optimization
- EURASIP Journal on Image and Video Processing
- EURASIP Journal on Advances in Signal Processing
- Information Sciences
- IEICE Transactions on Fundamentals (IEICE Trans. A)
- IEICE Transactions on Communications (IEICE Trans. B)
- IEICE Transactions on Information and Systems (IEICE Trans. D)
- IET Image Processing
- APSIPA Transactions on Signal and Information Processing
- Optical Review
- Computational Intelligence and Neuroscience
- Sensors and Materials
- Transactions of ISCIE
What's New?
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A co-authored japanese book has been published
see http://www.kyoritsu-pub.co.jp/bookdetail/9784320123571
Posted Jun 25, 2018, 2:05 AM by Shunsuke Ono
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One paper has been accepted to ICIP2018
Posted May 4, 2018, 11:01 PM by Shunsuke Ono
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Four papers have been accepted to ICASSP'18
Posted Jan 29, 2018, 8:54 PM by Shunsuke Ono
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A co-authored journal paper has been accepted to IEEE Trans. Circ. Syst. I
Posted Sep 28, 2017, 10:56 PM by Shunsuke Ono
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Got JSAI Annual Conference Award
Posted Aug 17, 2017, 11:58 PM by Shunsuke Ono
Contact Information Email: ono[at_mark_fornospam]c.titech.ac.jp Phone: +81-45-924-5089 Address: G3-52 (Room 916), 4259 Nagatsuta-cho, Midori-ku, Yokohama, Kanagawa, 226-8503, Japan
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