2 papers
cs.CV2026
GuidNoise: Single-Pair Guided Diffusion for Generalized Noise Synthesis
Changjin Kim, HyeokJun Lee, YoungJoon Yoo
Recent image denoising methods have leveraged generative modeling for real noise synthesis to address the costly acquisition of real-world noisy data. However, these generative mod…
cs.CV2024
LAN: Learning to Adapt Noise for Image Denoising
Changjin Kim, Tae Hyun Kim, Sungyong Baik
Removing noise from images, a.k.a image denoising, can be a very challenging task since the type and amount of noise can greatly vary for each image due to many factors including a…