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图像超分辨率
Image Super-Resolution 是一种机器学习任务,旨在将图像分辨率提升至原图的 4 倍或更高,同时尽可能保持图像的内容和细节。该技术能够生成高分辨率的图像版本,适用于改善图像质量、增强视觉细节以及提高计算机视觉算法的精度等多方面应用。在游戏领域,这一技术也有助于提升游戏画面的清晰度和真实感。
Set14 - 4x upscaling
HAT-L
BSD100 - 4x upscaling
Config (e)
Urban100 - 4x upscaling
HMA†
Manga109 - 4x upscaling
SwinIR
Set5 - 2x upscaling
HAT-L
Set14 - 2x upscaling
DRCT-L
Set5 - 3x upscaling
HMA†
BSD100 - 2x upscaling
WaveMixSR-V2
Urban100 - 2x upscaling
Set14 - 3x upscaling
DRLN+
Urban100 - 3x upscaling
DRLN+
BSD100 - 3x upscaling
HAT
Manga109 - 2x upscaling
DRCT-L
DIV2K val - 4x upscaling
EDSR
Manga109 - 3x upscaling
DRLN+
Set5 - 4x upscaling
FFHQ 256 x 256 - 4x upscaling
HiFaceGAN
FFHQ 1024 x 1024 - 4x upscaling
IXI
EDSR+MMHCA
FFHQ 512 x 512 - 4x upscaling
HiFaceGAN
Set5 - 8x upscaling
DBPN-RES-MR64-3
Set14 - 8x upscaling
DBPN-RES-MR64-3
VggFace2 - 8x upscaling
Full-GWAInet
WebFace - 8x upscaling
GFRNet
ImageNet
DAVI
CelebA
BSD100 - 8x upscaling
DRLN+
Urban100 - 8x upscaling
DRLN+
Manga109 - 8x upscaling
DBPN-RES-MR64-3
DIV8K val - 16x upscaling
Ours w/o cycle-loss
General100 - 4x upscaling
SROOE
PIRM-test
RankSRGAN
3x upscaling
General100 - 8x upscaling
FxSR-PD t=0.8
Sun80 - 4x upscaling
SRNTT-l2
4x upscaling
B100 - 2x upscaling
B100 - 3x upscaling
ML-CrAIST
DIV2K val - 8x upscaling
CUFED5 - 4x upscaling
CelebA-HQ 128x128
IDM
B100 - 4x upscaling
BSDS100 - 2x upscaling
DBPN-RES-MR64-3
2x upscaling
WLFW
ArcFace (0.4)
USR-248 - 4x upscaling
SRDRM-GAN
Urban100 - 16x upscaling
ABPN
Set5 - 5x upscaling
Set5 - 6x upscaling
ShipSpotting
StableShip
EPFL NIR-VIS
RAMS (ours)
BSD100 - 16x upscaling
ABPN
BSD200 - 2x upscaling
BSDS100 - 4x upscaling
DBPN-RES-MR64-3
BSDS100 - 8x upscaling
DBPN-RES-MR64-3
Celeb-HQ 4x upscaling
Edge-informed SR
Chikusei Dataset
DIP-HyperKite (ours)
DIV2K val - 16x upscaling
ABPN
DIV8K test - 16x upscaling
RFB-ESRGAN
Set14
ATD
General-100 - 4x upscaling
KITTI 2012 - 2x upscaling
KITTI 2012 - 4x upscaling
PASSRnet
KITTI 2015 - 2x upscaling
KITTI 2015 - 4x upscaling
PASSRnet
Manga109 - 16x upscaling
ABPN
Middlebury - 2x upscaling
Middlebury - 4x upscaling
PASSRnet