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   Articles with "denoising network" as a keyword



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D2Net: Deep Denoising Network in Frequency Domain for Hyperspectral Image

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recommendations! Published in 2023 at "IEEE/CAA Journal of Automatica Sinica"

DOI: 10.1109/jas.2022.106019

Abstract: Dear Editor, Since the existing hyperspectral image denoising methods suffer from excessive or incomplete denoising, leading to information distortion and loss, this letter proposes a deep denoising network in the frequency domain, termed D2Net. Our… read more here.

Keywords: deep denoising; network frequency; denoising network; hyperspectral image ... See more keywords
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Deep Atomic Norm Denoising Network for Jointly Range-Doppler Estimation With FRI Sampling

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recommendations! Published in 2023 at "IEEE Signal Processing Letters"

DOI: 10.1109/lsp.2023.3279777

Abstract: Finite rate of innovation (FRI) sampling is widely used in modern high-resolution range-Doppler (RD) detection systems to reduce the sampling rate. However, as the sampling rate decreases, the method becomes more noise-sensitive. This study proposes… read more here.

Keywords: network; fri; atomic norm; denoising network ... See more keywords
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Blind and Compact Denoising Network Based on Noise Order Learning

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recommendations! Published in 2022 at "IEEE Transactions on Image Processing"

DOI: 10.1109/tip.2022.3145160

Abstract: A lightweight blind image denoiser, called blind compact denoising network (BCDNet), is proposed in this paper to achieve excellent trade-offs between performance and network complexity. With only 330K parameters, the proposed BCDNet is composed of… read more here.

Keywords: network; noise; blind compact; compact denoising ... See more keywords
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Compressive Channel Estimation Based on the Deep Denoising Network in an IRS-Enhanced Massive MIMO System

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recommendations! Published in 2022 at "Computational Intelligence and Neuroscience"

DOI: 10.1155/2022/8234709

Abstract: Integrating large intelligent reflecting surfaces (IRS) into a millimeter-wave (mmWave) massive multi-input-multi-output (MIMO) technique has been a promising approach to enhance the performance of the wireless communication system with the channel state information (CSI). Most… read more here.

Keywords: channel estimation; denoising network; channel; mimo ... See more keywords