Hiroaki Santo

Graduate School of Information Science and Technology, Osaka University, Japan.

Google scholar / GitHub / LinkedIn

大阪大学情報科学研究科 博士後期課程に在籍.コンピュータビジョンと機械学習を専攻し,現在は「画像を用いた物体の3次元形状復元」に関する研究に従事.2019年度より日本学術振興会 特別研究員に採択.

Hiroaki Santo received his B.S. and M.S. degrees in computer science from Osaka University, Japan, in 2016 and 2018, respectively, where he is currently working toward the Ph.D. His research interests include physics-based vision and machine learning. He is supported by JSPS Research Fellowships for Young Scientists since Apr. 2019.

Research Interests

  • Computer Vision

    • 3D geometry and projection (Camera projection, Calibration, etc.)

    • 3D reconstruction (Photometric Stereo, Shape-from-Shading, etc.)

    • Image recognition and segmentation

  • Machine Learning

  • Optimization

Experiences

  • Apr. 2019 -- Present: Research Fellowships for Young Scientists, Japan Society for the Promotion of Science (JSPS), Japan.

  • Apr. 2019 -- Mar. 2020: Research assistant, Osaka University, Japan.

  • Dec. 2018 -- Mar. 2019: Research internship, Microsoft Research Asia, Beijing, China.

  • Apr. 2018 -- Dec. 2018: Research assistant, Osaka University, Japan.

Skills

  • Python, C#, Java

  • Deep learning (PyTorch, Tensorflow, Keras, Chainer)

  • Docker

  • Embedded software (C/C++) development (PIC, AVR, Arduino, Mbed)

  • PCB design (Eagle) & 3D CAD (Autodesk Inventor) & 3D printing

  • Server and network management (in Lab.)

Contact

〒565-0871 大阪府吹田市山田丘1-5 情報科学研究科C棟7階 C715

大阪大学大学院 情報科学研究科 マルチメディア工学専攻 ビジネス情報システム講座 (松下研究室)

E-mail : santo.hiroaki=at=ist.osaka-u.ac.jp (please replace =at= with @)