2 papers
cs.CV2025
Lightweight Data-Free Denoising for Detail-Preserving Biomedical Image Restoration
Tomáš Chobola, Julia A. Schnabel, Tingying Peng
Current self-supervised denoising techniques achieve impressive results, yet their real-world application is frequently constrained by substantial computational and memory demands,…
cs.CV2023
Leveraging Classic Deconvolution and Feature Extraction in Zero-Shot Image Restoration
Tomáš Chobola, Gesine Müller, Veit Dausmann +4
Non-blind deconvolution aims to restore a sharp image from its blurred counterpart given an obtained kernel. Existing deep neural architectures are often built based on large datas…