JPEG 伪影校正
JPEG Artifact Correction是计算机视觉领域的一个重要任务,旨在消除由JPEG压缩引起的视觉伪影,主要包括块效应、模糊和振铃效应。这些伪影由量化和高频DCT系数的去除导致,严重影响图像质量。该任务通过优化算法恢复图像细节,提升视觉效果,具有广泛的应用价值,如图像处理、视频编辑和数字内容生成等。
Live1 (Quality 10 Grayscale)
Residual Dense Network +
LIVE1 (Quality 20 Grayscale)
Residual Dense Network +
LIVE1 (Quality 10 Color)
QGAC
LIVE1 (Quality 20 Color)
Classic5 (Quality 10 Grayscale)
LIVE1 (Quality 30 Grayscale)
Residual Dense Network +
Classic5 (Quality 20 Grayscale)
Classic5 (Quality 30 Grayscale)
ICB (Quality 10 Color)
ICB (Quality 20 Color)
Classic5 (Quality 40 Grayscale)
ICB (Quality 10 Grayscale)
ICB (Quality 20 Grayscale)
QGAC
LIVE1 (Quality 40 Grayscale)
ICB (Quality 30 Color)
LIVE1 (Quality 30 Color)
FBCNN
BSDS500 (Quality 10 Color)
BSDS500 (Quality 20 Color)
BSDS500 (Quality 30 Color)
BSDS500 (Quality 10 Grayscale)
BSDS500 (Quality 20 Grayscale)
BSDS500 (Quality 30 Grayscale)
FBCNN
BSD500 (Quality 10 Color)
BSD500 (Quality 20 Color)
BSD500 (Quality 30 Color)
BSD500 (Quality 40 Color)
ICB (Quality 30 Grayscale)
LIVE1 (Quality 40 Color)
Live1 (Quality 50 Grayscale)
Live1 (Quality 70 Grayscale)
Live1 (Quality 80 Grayscale)
HyperRes
Urban100 (Quality 10 Grayscale)
Urban100 (Quality 20 Grayscale)
Urban100 (Quality 30 Grayscale)
Urban100 (Quality 40 Grayscale)
Urban100 (Quality 10 Color)
Urban100 (Quality 20 Color)
Urban100 (Quality 30 Color)
Urban100 (Quality 40 Color)