Jonathan Shapey

Latest

• A self-supervised and adversarial approach to hyperspectral demosaicking and RGB reconstruction in surgical imaging
• Scribble-Based Interactive Segmentation of Medical Hyperspectral Images
• Deep Reinforcement Learning Based System for Intraoperative Hyperspectral Video Autofocusing
• Spatial gradient consistency for unsupervised learning of hyperspectral demosaicking: application to surgical imaging
• Synthetic white balancing for intra-operative hyperspectral imaging
• Intraoperative hyperspectral label-free imaging: from system design to first-in-patient translation
• Deep learning approach for hyperspectral image demosaicking, spectral correction and high-resolution RGB reconstruction