3 papers
cs.CV2026
MuellerPT: Decomposition Driven Pretraining for Dense Learning in Mueller Polarimetry
Adam Tlemsani, Yingdian Li, Maxime Giot +4
Mueller matrix imaging provides rich, physically meaningful contrast for biomedical tissue analysis, but supervised learning is hindered by scarce dense annotations and strong doma…
cs.RO2025
Automatic Robotic-Assisted Diffuse Reflectance Spectroscopy Scanning System
Kaizhong Deng, Christopher J. Peters, George P. Mylonas +1
Diffuse Reflectance Spectroscopy (DRS) is a well-established optical technique for tissue composition assessment which has been clinically evaluated for tumour detection to ensure…
cs.RO2024
Memorized action chunking with Transformers: Imitation learning for vision-based tissue surface scanning
Bochen Yang, Kaizhong Deng, Christopher J Peters +2
Optical sensing technologies are emerging technologies used in cancer surgeries to ensure the complete removal of cancerous tissue. While point-wise assessment has many potential a…