A High
由 A Abdelhamed 著作 · 2018 · 被引用 716 次 — We propose a systematic procedure for estimating ground truth for noisy images that can be used to benchmark denoising perfor- mance for smartphone cameras.
Darmstadt Noise Dataset
Hence, we present a novel denoising benchmark, the Darmstadt Noise Dataset (DND). It consists of 50 pairs of real noisy images and corresponding ground ...
Denoising
Denoising. 1917 papers with code • 5 benchmarks • 20 datasets. Denoising is a task in image processing and computer vision that ...
image denoising
Cilia Denoising Benchmark Dataset. A sample of synthetic noise-free reference image created by combining multiple instances of structurally preserved cilia ...
Machine Learning Datasets
The Fluorescence Microscopy Denoising (FMD) dataset is dedicated to Poisson-Gaussian denoising. The dataset consists of 12,000 real fluorescence microscopy ...
ShabbyPages
由 A Groleau 著作 · 2023 · 被引用 1 次 — In this paper, we discuss the creation process of ShabbyPages and demonstrate the utility of ShabbyPages by training convolutional denoisers ...
SIDD
Using this procedure, we have captured a dataset, the Smartphone Image Denoising Dataset (SIDD), of ~30,000 noisy images from 10 scenes under different lighting ...
smartboy110denoising
Repository files navigation ... This benchmark dataset is widely used for measuring image denoising algorithms performance. The directory contains training ...