Wide-stripe noise removal method of hyperspectral image based on fusion of wavelet transform and local interpolation
Sign Up to like & getrecommendations! Published in 2017 at "Optical Review"
DOI: 10.1007/s10043-017-0318-y
Abstract: The principle of hyperspectral imaging leads to a variety of stripe noise in hyperspectral images, especially the wide-stripe noise, which brings great obstacles to the interpretation and application of hyperspectral images. Aiming at the wide-stripe… read more here.
Keywords: wide stripe; local interpolation; stripe noise; wavelet transform ... See more keywords
Single Infrared Image Stripe Noise Removal Using Deep Convolutional Networks
Sign Up to like & getrecommendations! Published in 2017 at "IEEE Photonics Journal"
DOI: 10.1109/jphot.2017.2717948
Abstract: In this paper, we present a deep learning method for single infrared image stripe noise removal. Our method is denoted as a deep convolutional neural network (CNN) that takes the noisy image as the input… read more here.
Keywords: image; single infrared; stripe noise; image stripe ... See more keywords
Removing Stripe Noise From Infrared Cloud Images via Deep Convolutional Networks
Sign Up to like & getrecommendations! Published in 2018 at "IEEE Photonics Journal"
DOI: 10.1109/jphot.2018.2854303
Abstract: We propose a new deep network architecture for removing a stripe noise from a single meteorological satellite infrared cloud image. In the proposed framework, a residual learning is utilized to directly reduce the mapping range… read more here.
Keywords: cloud images; noise infrared; stripe noise; removing stripe ... See more keywords
Removing Stripe Noise Based on Improved Statistics for Hyperspectral Images
Sign Up to like & getrecommendations! Published in 2022 at "IEEE Geoscience and Remote Sensing Letters"
DOI: 10.1109/lgrs.2020.3028443
Abstract: Stripe noise still affects full-spectrum airborne hyperspectral imager (FAHI) images after laboratory radiometric calibration, which seriously affects the subsequent applications of the imager. Therefore, two state-of-the-art methods, median linear correction (MLC) and Fourier transform filtering… read more here.
Keywords: noise; removing stripe; based improved; improved statistics ... See more keywords
Translution-SNet: A Semisupervised Hyperspectral Image Stripe Noise Removal Based on Transformer and CNN
Sign Up to like & getrecommendations! Published in 2022 at "IEEE Transactions on Geoscience and Remote Sensing"
DOI: 10.1109/tgrs.2022.3182745
Abstract: Hyperspectral remote sensing images (HSIs) have been applied in urban planning, environmental monitoring, and other fields. However, they are susceptible to noise interference, such as Gaussian noise, stripe, and mixed noises, from various factors in… read more here.
Keywords: noise; stripe noise; removal; translution snet ... See more keywords
An Infrared Stripe Noise Removal Method Based on Multi-Scale Wavelet Transform and Multinomial Sparse Representation
Sign Up to like & getrecommendations! Published in 2022 at "Computational Intelligence and Neuroscience"
DOI: 10.1155/2022/4044071
Abstract: The non-uniformity present in the infrared detector and readout circuit leads to significant stripe noises in the infrared images. The effect of these stripe noises on infrared images brings trouble to the subsequent research. The… read more here.
Keywords: multi scale; noise; scale wavelet; wavelet transform ... See more keywords