Results 71 to 80 of about 39,050 (216)

Transformative Noise Reduction: Leveraging a Transformer-Based Deep Network for Medical Image Denoising

open access: yesMathematics
Medical image denoising has numerous real-world applications. Despite their widespread use, existing medical image denoising methods fail to address complex noise patterns and typically generate artifacts in numerous cases.
Rizwan Ali Naqvi   +4 more
doaj   +1 more source

Adaptive image denoising using scale and space consistency [PDF]

open access: green, 2002
Jacob Scharcanski   +2 more
openalex   +1 more source

A Convolutional Neural Network SAR Image Denoising Algorithm Based on Self-Learning Strategies

open access: yesApplied Sciences
Due to its high resolution and all-weather imaging capability, Synthetic Aperture Radar (SAR) is widely used in fields such as Earth observation and environmental monitoring. However, SAR images are prone to noise interference during the imaging process,
Jun Wang, Ke Xu
doaj   +1 more source

Application of Convolutional Neural Networks for Parallel Multi-Scale Feature Extraction in Noise Image Denoising

open access: yesIEEE Access
Although deep learning techniques have made significant advances in the field of images, existing methods still face challenges in processing complex, noisy images.
Yiming Li, Tao Xie, Dongdong Mei
doaj   +1 more source

Terahertz image denoising via multiscale hybrid‐convolution residual network

open access: yesCAAI Transactions on Intelligence Technology
Terahertz imaging technology has great potential applications in areas, such as remote sensing, navigation, security checks, and so on. However, terahertz images usually have the problems of heavy noises and low resolution.
Heng Wu   +4 more
doaj   +1 more source

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