Compression Artifacts Reduction by a Deep Convolutional Network

ICCV 2015 Chao DongYubin DengChen Change LoyXiaoou Tang

Lossy compression introduces complex compression artifacts, particularly the blocking artifacts, ringing effects and blurring. Existing algorithms either focus on removing blocking artifacts and produce blurred output, or restores sharpened images that are accompanied with ringing effects... (read more)

PDF Abstract
TASK DATASET MODEL METRIC NAME METRIC VALUE GLOBAL RANK RESULT LEADERBOARD
Image Compression Artifact Reduction LIVE1 Quality 20 ARCNN PSNR 31.29 # 6