Welcome to my academic page! I’m Yangke Li, studying for a PhD degree at Institute for Imaging Data and Communications, University of Edinburgh. My main areas of study are inverse problem and computing imaging.
I’ve been focusing on medical imaging applications since 2023, especially using imaging devices like endoscopes, Raman spectroscopy, and pCLE microscopes. You can check out my publications at here.
Beyond academic research, I also enjoy creating small software tools and contributing to the open-source community.
On this website, you’ll find information about my research, papers, and projects. If you’re interested in my work or want to talk about potential collaborations, please don’t hesitate to get in touch using the contact details provided.
🔥 News
- 2024.10: 🎓 I am now a member of the Edinburgh Institute for Imaging, Data and Communications.
- 2023.10: 🎉 My paper has been accepted by BIBM23.
- 2023.09: 🎖 I got second place in the SurgRIPE challenge at MICCAI23.
📝 Publications
EndoDepthL: Lightweight Endoscopic Monocular Depth Estimation with CNN-Transformer
Yangke Li
- The method merges a Convolutional Neural Network (CNN) with a Transformer to efficiently generate multi-scale depth maps from images, offering fast inference and comparable performance without increasing network size.
- A masking mechanism in used to reduces reflections in endoscopic images, improving depth estimation by focusing on non-reflective areas.
- ABCD, A, B, C, ABCD 2023
🎖 Honors and Awards
- 2024.04 EPSRC DTP Scholarship (International Fully Funded)
📖 Educations
- 2024.10 - 2028.09, PhD, Institute for Imaging Data and Communications, University of Edinburgh, Edinburgh
- 2023.10 - 2024.09, MRes, Hamlyn Centre, Imperial College London, London
- 2021.10 - 2022.09, MSc, School of Computer Science, University of Glasgow, Glasgow (with Distinction)(GPA:77.5%)
- 2016.09 - 2020.06, BEng, School of Mechatronics, Harbin Engineering University, Harbin (GPA:81.6%)
💬 Invited Talks
- 2023.09, MICCAI23’s SurgRIPE Challange | [video] | [certificate]
💻 Internships
- 2020.09 - 2021.08, Job, organization, Place.
