2 papers
eess.IV2026
Segmentation of Retinal Low-Cost Optical Coherence Tomography Images using Deep Learning
Timo Kepp, Helge Sudkamp, Claus von der Burchard +6
The treatment of age-related macular degeneration (AMD) requires continuous eye exams using optical coherence tomography (OCT). The need for treatment is determined by the presence…
cs.CV2025
Uncertainty-Aware ControlNet: Bridging Domain Gaps with Synthetic Image Generation
Joshua Niemeijer, Jan Ehrhardt, Heinz Handels +1
Generative Models are a valuable tool for the controlled creation of high-quality image data. Controlled diffusion models like the ControlNet have allowed the creation of labeled d…