Ryosuke Furuta

Assistant Professor (Oct. 2020 - present)
Y. Sato Laboratory
Institute of Industrial Science, The University of Tokyo, Japan
E-mail: furuta (at) iis.u-tokyo.ac.jp

Visiting Researcher (Nov. 2020 - present)
Taniguchi Laboratory
Department of Information and Computer Technology, Tokyo University of Science, Japan

Research Interests

Computer Vision, Image Recognition, MRF Optimization.

Work Experience

Assistant Professor (Apr. 2019 - Sep. 2020)

Taniguchi Laboratory
Department of Information and Computer Technology, Tokyo University of Science, Japan

Visiting Researcher (May 2019 - Sep. 2020)

Yamasaki Laboratory
Department of Information and Communication Engineering, The University of Tokyo, Japan

Education

Ph.D., (Apr. 2016 - Mar. 2019)

Department of Information and Communication Engineering,
Graduate School of Information Science and Technology,
The University of Tokyo.
Advisor: Prof. Toshihiko Yamasaki

M.S., (Apr. 2014 - Mar. 2016)

Department of Information and Communication Engineering,
Graduate School of Information Science and Technology,
The University of Tokyo.
Advisor: Prof. Toshihiko Yamasaki

B.E., (Apr. 2010 - Mar. 2014)

Department of Information and Communication Engineering,
The University of Tokyo.
Advisor: Prof. Kiyoharu Aizawa and Prof. Toshihiko Yamasaki

Publications

Journals

　
• Ryosuke Furuta, Naoto Inoue, and Toshihiko Yamasaki
  PixelRL: Fully Convolutional Network with Multi-Step Reinforcement Learning for Image Processing
  IEEE TMM, 2020. [arXiv] [IEEE Xplore] [project page] [code]
　
• Ryosuke Furuta, Naoto Inoue, and Toshihiko Yamasaki
  Efficient and Interactive Spatial-Semantic Image Retrieval
  MTAP, 2019. [pdf (open access)]
• Ryosuke Furuta, Satoshi Ikehata, Toshihiko Yamasaki, and Kiyoharu Aizawa
  Efficiency-Enhanced Cost-Volume Filtering featuring Coarse-to-Fine Strategy
  MTAP, 2018. [pdf (open access)] [code]
• Ryosuke Furuta, Ikuko Tsubaki, and Toshihiko Yamasaki
  Fast Volume Seam Carving with Multi-pass Dynamic Programming
  IEEE TCSVT, 2018. (Telecom System Technology Award 2018) [pdf (open access)] [video] [supplementary]

International conferences

　
• Ryosuke Furuta, Naoaki Noguchi, Xueting Wang, and Toshihiko Yamasaki
  Feature Point Matching in Cross-Spectral Images with Cycle Consistency Learning
  ICPR, 2020. (accepted)
• Ryosuke Furuta, Naoto Inoue, and Toshihiko Yamasaki
  Fully Convolutional Network with Multi-Step Reinforcement Learning for Image Processing
  AAAI, 2019. (acceptance rate 16.2%) [arXiv] [proceedings] [project page] [code]
　
• Naoto Inoue, Ryosuke Furuta, Toshihiko Yamasaki, and Kiyoharu Aizawa
  Cross-Domain Weakly-Supervised Object Detection through Progressive Domain Adaptation
  IEEE CVPR, 2018. (acceptance rate 29.1%) [pdf] [project page] [code]
　
• Ryosuke Furuta, Naoto Inoue, and Toshihiko Yamasaki
  Efficient and Interactive Spatial-Semantic Image Retrieval
  MMM, 2018. [pdf]
• Sijie Shen, Ryosuke Furuta, Toshihiko Yamasaki and Kiyoharu Aizawa
  Fooling Neural Networks in Face Attractiveness Evaluation: Adversarial Examples with High Attractiveness Score but Low Subjective Score
  IEEE BigMM (short paper), 2017.
• Naoto Inoue, Ryosuke Furuta, Toshihiko Yamasaki and Kiyoharu Aizawa
  Object Detection Refinement Using Markov Random Field Based Pruning and Learning Based Rescoring
  IEEE ICASSP, 2017. [pdf]
• Ryosuke Furuta, Ikuko Tsubaki, and Toshihiko Yamasaki
  Fast Volume Seam Carving with Multi-pass Dynamic Programming
  IEEE ICIP, 2016. [pdf] [video]
• Ryosuke Furuta, Yusuke Fukushima, Toshihiko Yamasaki, and Kiyoharu Aizawa
  Multi-Label Classification using Class Relations Based on Higher-Order MRF Optimization
  IEEE CVPRW (BigVision), 2016. [pdf]
• Toshihiko Yamasaki, Yusuke Fukushima, Ryosuke Furuta, and Kiyoharu Aizawa
  Towards Online Prediction of Oral Presentation
  IEEE BigMM-ACM, 2016.
• Toshihiko Yamasaki, Yusuke Fukushima, Ryosuke Furuta, Litian Sun, Kiyoharu Aizawa, and Danushka Bollegala
  Prediction of User Ratings of Oral Presentations using Label Relations
  ACMMM-ASM, 2015.
• Ryosuke Furuta, Satoshi Ikehata, Toshihiko Yamasaki, and Kiyoharu Aizawa
  Coarse-to-Fine Strategy for Efficient Cost-Volume Filtering
  IEEE ICIP, 2014. (Top 10% Paper Award and IEEE SPS Japan Student Paper Award) [pdf]

Domestic conferences

• 33 papers

Awards

• IE Special Award, Technical Committee on Image Engineering, Institute of Electronics, Information and Communication Engineers, 2018.
• IE Award, Technical Committee on Image Engineering, Institute of Electronics, Information and Communication Engineers, 2018.
• Telecom System Technology Award, The Telecommunications Advancement Foundation, 2018.
• IE Award, Technical Committee on Image Engineering, Institute of Electronics, Information and Communication Engineers, 2015.
• IMPS Best and Frontier Paper Award, 2015.
• IEEE Signal Processing Society (SPS) Japan Student Conference Paper Award, 2015.
• Harashima Hiroshi Science Award, Association for Promotion of Electrical, Electronic and Information Engineering, 2015.
• Top 10% Paper Award in IEEE International Conference on Image Processing (ICIP) 2014.
• ITE Outstanding Student Release Award, The Institute of Image Information and Television Engineers, 2013.
• ITE Suzuki Memorial Young Researcher's Award, The Institute of Image Information and Television Engineers, 2013.

Invited Talks

• Fast Image Processing with Multi-pass Dynamic Programming
  Image Processing Tokyo, Tokyo Institute of Technology, Jan. 2017.

Funding sources

• Research activity start-up, Japan Society for the Promotion of Science (JSPS). (Oct. 2019 - Mar. 2021)
• Research fellowship for young scientists (DC1), Japan Society for the Promotion of Science (JSPS). (Apr. 2016 - Mar. 2019)
• ITE Financial Support to International Conference Student Release, The Institute of Image Information and Television Engineers, 2014.

Links

Sato/Sugano Laboratory

Institute of Industrial Science, The University of Tokyo

Taniguchi Laboratory

Tokyo University of Science

Aizawa Yamasaki Laboratory

Graduate School of Information Science and Technology

The University of Tokyo

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