Deblurring
Deblurring is a task in the field of computer vision aimed at removing blur artifacts from images or videos to restore their original clear content. Blur can be caused by various factors such as camera shake, fast motion, and out-of-focus objects, leading to a loss of detail and quality. The goal of deblurring is to produce high-quality, sharp images that accurately represent the scene.
GoPro
VRT
HIDE (trained on GOPRO)
MPRNet
RealBlur-R (trained on GoPro)
MPRNet
RealBlur-J
MAXIM
RealBlur-R
RealBlur-J (trained on GoPro)
Uformer-B
RSBlur
MLWNet
MSU BASED
NAFNet (REDS)
DVD
RVRT
Beam-Splitter Deblurring (BSD)
BASED
VRT (GoPro)
DVD
FGST
REDS
VRT
RSBlur (trained on synthetic)
MIMO-UNet + Realistic blur
HIDE
Second dialogue state tracking challenge
Ours