3 papers
cs.CV2025
Unpaired Deblurring via Decoupled Diffusion Model
Junhao Cheng, Wei-Ting Chen, Xi Lu +1
Generative diffusion models trained on large-scale datasets have achieved remarkable progress in image synthesis. In favor of their ability to supplement missing details and genera…
eess.IV2025
UniRestore: Unified Perceptual and Task-Oriented Image Restoration Model Using Diffusion Prior
I-Hsiang Chen, Wei-Ting Chen, Yu-Wei Liu +3
Image restoration aims to recover content from inputs degraded by various factors, such as adverse weather, blur, and noise. Perceptual Image Restoration (PIR) methods improve visu…
cs.CV2024
Improving Point-based Crowd Counting and Localization Based on Auxiliary Point Guidance
I-Hsiang Chen, Wei-Ting Chen, Yu-Wei Liu +2
Crowd counting and localization have become increasingly important in computer vision due to their wide-ranging applications. While point-based strategies have been widely used in…