26 datasets found

Formats: JSON Tags: Image Denoising

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  • Hyperspectral Image Dataset

    The dataset used in this paper is a hyperspectral image dataset, which is a type of multi-dimensional data. The dataset is used for tensor completion, a problem in scientific...

  • SIDD and DND datasets

    The SIDD and DND datasets are used for testing the CU-Mamba model.

  • CU-Mamba: Selective State Space Models with Channel Learning for Image Restor...

    The CU-Mamba model is used for image restoration, and the authors tested it on the SIDD and DND datasets.

  • HiRISE Image Patches Obscured by Atmospheric Dust

    The dataset contains two sets of image patches each from the Experimental Data Record (i.e., Raw images without any corrections) and Reduced Data Record (i.e., corrected, and...

  • JPEG compression artifact removal dataset

    The JPEG compression artifact removal dataset contains images with strong JPEG compression artifacts.

  • BSD100

    The dataset used in the paper is a synthetic dataset for blind super-resolution, consisting of low-resolution images and their corresponding blur kernels.

  • Gaussian Denoising Dataset

    The dataset used for Gaussian denoising, created by augmenting and frequency-manipulating images to tap into the epistemic uncertainty of a pretrained denoiser.

  • Flywing

    The dataset used for training and testing the N2V2 method, consisting of 1 428 training and 252 validation patches of size 128 × 128px, showing membrane labeled cells in a flywing.

  • Mouse

    The dataset used for training and testing the N2V2 method, consisting of 908 training and 160 validation images of size 128 × 128px, showing cell nuclei in the developing mouse...

  • Convallaria 1

    The dataset used for training and testing the N2V2 method, consisting of 100 noisy short exposure fluorescence acquisitions of the same 1024 × 1024px field of view of the same...

  • SFinGe

    SFinGe is a synthetic fingerprint dataset that can generate fingerprints with varying ridge structures and patterns.

  • NIST SD302

    NIST Special Database 302 contains plain, rolled and touch-free impressions captured from various devices.

  • FVC 2002

    Fingerprint enhancement task can be related to image denoising. However, we need to consider the inherent properties of biometric data and that it should be handled differently...

  • AATTCT-IDS

    A benchmark Abdominal Adipose Tissue CT Image Dataset (AATTCT-IDS) for image denoising, semantic segmentation, and radiomics evaluation.

  • Set14 Dataset

    Dataset used for training and testing the INSP-ConvNet model.

  • Set5 Dataset

    Dataset used for training and testing the INSP-ConvNet model.

  • DIV-2K Dataset

    Dataset used for training and testing the INSP-ConvNet model.

  • Kodak24

    The dataset used in the paper is Kodak24, a dataset for image denoising.

  • DND

    The dataset used in the paper for image denoising, consisting of 50 scenarios.

  • CIFAR-10, ImageNet and CelebA dataset

    The dataset used in this paper is the CIFAR-10, ImageNet and CelebA dataset.
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