doiken23 / focal_segmentation Goto Github PK

I'm Kento Doi, a PhD student at the University of Tokyo, RA at AIST. I'm interested in computer vision and machine learning.

• 👁‍🗨 I'm currently working on change detection/captioning projects
• 💻 Python / git / Vim / LaTex / Markdown
• ⌨️ I'm enjoying AtCoder
• 🤸‍♂️ I was a gymnast when I was an undergraduate

Conference Papers

• Kento Doi, Ken Sakurada, Masaki Onishi, and Akira Iwasaki. "GAN-Based SAR-to-Optical Image Translation with Region Information", in Proc. of IEEE International Geoscience and Remote Sensing Symposium (IGARSS), pp. 2069-2072, Sept. 2020.

Journal Papers

• Kento Doi, Ryuhei Hamaguchi, Yusuke Iwasawa, Masaki Onishi, Yutaka Matsuo, and Ken Sakurada, "Detecting Object-Level Scene Changes with Viewpoint Difference using Graph Matching", Remote Sensing, 14(17):4225, 2022.
• Zhaoxiang Zhang, Kento Doi, Akira Iwasaki, and Guodong Xu, "Unsupervised Domain Adaptation of High-Resolution Aerial Images via Correlation Alignment and Self Training", IEEE Geoscience and Remote Sensing Letters, Apr. 2020.
• Shota Iino, Riho Ito, Kento Doi, Tomoyuki Imaizumi, and Syuhei Hikosaka, "CNN-based generation of high-accuracy urban distribution maps utilising SAR satellite imagery for short-term change monitoring", International Journal of Image and Data Fusion, Vol. 9, No. 4, pp. 302-318, Jul. 2018.

• MIRU Excellent Paper Award, The 25th Meeting on Image Recognition and Understanding (MIRU2022), 28 July 2022.
• Toyota/Dwango Scholarship for Advanced Artificial Intelligence Researcher, Apr. 2020 - Mar. 2021.