RIKEN Center for Advanced Intelligence Project Machine Intelligence for Medical Engineering Team
Team Leader: Tatsuya Harada (D.Eng.)
Research Summary
Our goal is to invent intelligent systems assisting medical diagnosis and treatment by extracting useful features from medical information, and combining them with powerful computational resources and vast amount of data in the cyber space. To tackle this challenging problem, we utilize all resources in the area of computer science including mathematical basis and robotics.
Main Research Fields
- Computer Science
Related Research Fields
- Engineering
Research Subjects
- Visual Recognition
- Machine Learning
- Intelligent Robot
Selected Publications
Papers with an asterisk(*) are based on research conducted outside of RIKEN.
- 1.*Mukuta, Y., Harada, T.:
"Kernel Approximation via Empirical Orthogonal Decomposition for Unsupervised Feature Learning"
Computer Vision and Pattern Recognition (CVPR) 2016, 5222-5230 (2016). - 2.*Kanehira, A., Harada, T.:
"Multi-label Ranking from Positive and Unlabeled Data"
Computer Vision and Pattern Recognition (CVPR) 2016, 5138-5146 (2016). - 3.*Ohnishi, K., Kanehira, A., Kanezaki, A., Harada, T.:
"Recognizing Activities of Daily Living with a Wrist-mounted Camera"
Computer Vision and Pattern Recognition (CVPR) 2016, 3103-3111 (2016) - 4.*Shin, A., Ushiku, Y., Harada, T.:
"Image Captioning with Sentiment Terms via Weakly-Supervised Sentiment Dataset"
The British Machine Vision Conference (BMVC) 2016, 053 (2016). - 5.*Ohnishi, K., Hidaka, M., Harada, T.:
"Improved Dense Trajectory with Cross Streams"
ACM Multimedia 2016, 257-261 (2016). - 6.*Ushiku, Y., Mukuta, Y., Yamaguchi, M., Harada, T.:
"Common Subspace for Model and Similarity: Phrase Learning for Sentence Generation from Images"
International Conference on Computer Vision (ICCV) 2015, 2668-2676 (2015). - 7.*Kamada, C., Kanezaki, A., Harada, T.:
"Probabilistic Semi-Canonical Correlation Analysis"
ACM Multimedia 2015, 1131-1134 (2015). - 8.*Mukuta, Y., Harada, T.:
"Probabilistic Partial Canonical Correlation Analysis"
International Conference on Machine Learning (ICML) 2014, 1449-1457 (2014). - 9.*Kato, H., Harada, T.:
"Image Reconstruction from Bag-of-Visual-Words"
Computer Vision and Pattern Recognition (CVPR) 2014, 955-962 (2014). - 10.*Ushiku, Y., Hidaka, M., Harada, T.:
"Three Guidelines of Online Learning for Large-Scale Visual Recognition"
Computer Vision and Pattern Recognition (CVPR) 2014, 3574-3581 (2014).
Recent Research Results
Related Links
Lab Members
Principal investigator
- Tatsuya Harada
- Team Leader
Core members
- Lin Gu
- Research Scientist
- Zhongyi Zhou
- Special Postdoctoral Researcher
- Kenichiro Ando
- Postdoctoral Researcher
- Yasushi Koyama
- Visiting Scientist
- Yusuke Kurose
- Visiting Scientist
- Yusuke Mukuta
- Visiting Scientist
- Masatoshi Hidaka
- Visiting Scientist
- Kohei Uehara
- Visiting Scientist
- Gexin Huang
- Intern
- Yizhe Ruan
- Research Part-time Worker I
- Ryosuke Sasaki
- Research Part-time Worker I
Contact Information
Engineering Building #2,
7-3-1, Hongo, Bunkyo-ku, Tokyo,
113-8656, Japan
Email: tatsuya.harada [at] riken.jp