DIV2K

doi:doi:10.57702/w2vfd2ij

DIV2K

Single Image Super-Resolution (SR) aims to generate a High Resolution (HR) image I SR from a low resolution (LR) im-age I LR such that it is similar to original HR image I HR. SR has seen a lot of interest recently because it is: (i) inherently an ill-posed inverse problem; and (ii) an important low level vision problem having many applications.

BibTex:

@dataset{Chao_Liu_and_Heming_Sun_and_Jiro_Katto_and_Xiaoyang_Zeng_and_Yibo_Fan_2024,
    abstract = {Single Image Super-Resolution (SR) aims to generate a High Resolution (HR) image I SR from a low resolution (LR) im-age I LR such that it is similar to original HR image I HR. SR has seen a lot of interest recently because it is: (i) inherently an ill-posed inverse problem; and (ii) an important low level vision problem having many applications.},
    author = {Chao Liu and Heming Sun and Jiro Katto and Xiaoyang Zeng and Yibo Fan},
    doi = {10.57702/w2vfd2ij},
    institution = {No Organization},
    keyword = {'Benchmark', 'Benchmark Dataset', 'Compression Artifact Reduction', 'DIV2K', 'Deblurring', 'Deep Learning', 'Denoising', 'High Resolution', 'High Resolution Images', 'High-Resolution Images', 'High-resolution images', 'Image', 'Image Compression', 'Image Denoising', 'Image Enhancement', 'Image Inpainting', 'Image Quality Assessment', 'Image Reconstruction', 'Image Restoration', 'Image Super-Resolution', 'Low Resolution', 'Low-resolution images', 'Single Image Super-Resolution', 'Single-Image Super-Resolution', 'Super-Resolution', 'Super-resolution', 'Testing', 'Training', 'Training Dataset', 'Video Coding', 'arbitrary scale', 'computer vision', 'high-quality images', 'high-resolution images', 'image compression', 'image dataset', 'image degradation', 'image denoising', 'image generation', 'image processing', 'image quality assessment', 'image restoration', 'image steganography', 'image super-resolution', 'image upsampling', 'lossless image compression', 'low-resolution images', 'single image', 'single image super-resolution', 'super-resolution'},
    month = {dec},
    publisher = {TIB},
    title = {DIV2K},
    url = {https://service.tib.eu/ldmservice/dataset/div2k},
    year = {2024}
}