🎓 Bio.

He is presently pursuing a Doctoral degree at the Laboratory for Image Information Communications at Tohoku University, under the mentorship of Prof. Shinichiro OMACHI. He attained his B.Eng. and M.Eng. (supervised by Prof. Zetao JIANG) from the Guilin University of Electronic Technology in 2018 and 2021, respectively, and honored to be a JSPS Research Fellow (日本学術振興会特別研究員 DC2, Research Fellowship for Young Scientis). He is also a visiting researcher at Harvard Medical School (supervised by Prof. Jinsong OUYANG and Prof. Xiaofeng LIU) and National Taiwan University (supervised by Prof. Ai-Chun PANG). He has concentrated on computer vision and deep learning, with a particular inclination towards image processing and super-resolution.

🛎 News

• 2024/04 - Serve as Research Affiliate @ Yale School of Medicine
• 2024/04 - PMB IF 3.5 +1
• 2024/03 - Invited Talk: Tohoku University - National Taiwan University 7th Symposium @ Taipei
• 2023/10 - AIM IF 7.5 +1
• 2023/07 - Book Chapter +1
• 2023/05 - Patent Grant +1

📕 Publications

🌟 IR image super-resolution survey

Infrared Image Super-Resolution: Systematic Review, and Future Trends

Yongsong Huang, Tomo Miyazaki, Xiaofeng Liu, Shinichiro Omachi

🌟 MICCAI 2022 Workshop (Oral)

Rethinking Degradation: Radiograph Super-Resolution via AID-SRGAN
Yongsong Huang, Qingzhong Wang, Shinichiro Omachi

• IPMI Yongsong Huang, Wanqing Xie, Mingzhen Li, Mingmei Cheng, Jinzhou Wu, Weixiao Wang, Jane You, Xiaofeng Liu. “Vicinal Feature Statistics Augmentation for Federated 3D Medical Volume Segmentation” International Conference on Information Processing in Medical Imaging. pp. 360-371.
• SPL Yongsong Huang, Zetao Jiang, Rushi Lan, Shaoqin Zhang, and Kui Pi. “Infrared Image Super-Resolution via Transfer Learning and PSRGAN.” IEEE Signal Processing Letters 28 (2021): 982-986.
• PRICAI (Oral) Yongsong Huang, Zetao Jiang, Qingzhong Wang, Qi Jiang and Guoming Pang ”Infrared Image Super-Resolution via Heterogeneous Convolutional Wasserstein GAN.” In Pacific Rim International Conference on Artificial Intelligence (pp. 461-472). Springer, Cham.(PRICAI 2021, Oral, H5-index)
• SPL Zetao Jiang, Kui Pi, Yongsong Huang, Yi Qian, and Shaoqin Zhang. “Difference Value Network for Image Super-Resolution.” IEEE Signal Processing Letters 28 (2021): 1070-1074.

🎖 Honors and Awards

• Dec. 2022 - Research Fellowships for Young Scientists, (日本学術振興会)日本学術振興会特別研究員 DC2 [Top Honor]

• Apr. 2022 - Pioneering Research Support Project, (文部科学省事業) 次世代研究者挑戦的研究プログラム

• Apr. 2022 - AIE WISE Program for AI Electronics, (文部科学省補助金事業)東北大学人工知能エレクトロニクス卓越大学院プログラム

• May. 2021 - Distinguished Thesis Award, (Top 6%)

• Apr. 2021 - Distinguished Graduates, (Top 6%)

📃 Patent and China Software-copyright

1. Method for realizing image threshold segmentation based on generalized entropy combined improved lion group algorithm (Patent, No: 201811596721.8)
2. Image Dataset Toolbox. (Software-copyright, No: 2019SR0392414)

📍 Services

• IEEE Student Member
• MICCAI Student Member
• OSA Member
• Conference Reviewer
  • NeurIPS 23
  • MICCAI 23 / 24
  • MLMI Workshop @ MICCAI 23
• Journal Reviewer (Selected)
  • Scientific Reports
  • Optics & Laser Technology
  • Pattern Recognition Letters
  • Neural Processing Letters
  • Image and Vision Computing
  • Multimedia Systems
  • Optics Express
  • Applied Optics

📑 Academic Experience

• National Taiwan University (01/2024 - 03/2024, Visiting Researcher, Taipei)
• Harvard Medical School, Harvard University (05/2023 - 10/2023, Visiting Researcher, MA, USA)
• Massachusetts General Hospital, (05/2023 - 10/2023, Inter. MA, USA)

💼 TA and RA

• Yale School of Medicine, Yale University (04/2024 - Now, RA)
• Graduate School of Engineering, Tohoku University (08/2022 - Now, RA)
• Harvard Medical School, Harvard University (12/2022 - 03/2024, RA)
• Lecture: C Programming プログラミング演習A (Spring Term, 2024, TA)
• Lecture: Computer Network (Spring Term, 2020, TA)

🛫 Events

Taipei, Tohoku University - National Taiwan University 7th Symposium

Paris, France, ICCV 2023

Sendai, JP, The 4th International Symposium on AI and Electronics