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WaveFormer: wavelet transformer for noise-robust video inpainting
Video inpainting aims to fill in the missing regions of the video frames with plausible content.
Benefiting from the outstanding long-range modeling capacity, the transformer-based …
Benefiting from the outstanding long-range modeling capacity, the transformer-based …
Eficient image denoising using deep learning: A brief survey
Image denoising is a vital computer vision task that aims to remove noise from images. Deep
learning techniques have made remarkable progress in this field in recent years. This survey …
learning techniques have made remarkable progress in this field in recent years. This survey …
Dual-GAN complementary learning for real-world image denoising
S Zhao, S Lin, X Cheng, K Zhou, M Zhang… - IEEE Sensors …, 2023 - ieeexplore.ieee.org
The imaging process of real-world images is inevitably polluted by noise, which affects the
visual quality and subsequent processing of images. How to restore image details while …
visual quality and subsequent processing of images. How to restore image details while …
[HTML][HTML] Image denoising using hybrid deep learning approach and Self-Improved Orca Predation Algorithm
Image denoising is a critical task in computer vision aimed at removing unwanted noise from
images, which can degrade image quality and affect visual details. This study proposes a …
images, which can degrade image quality and affect visual details. This study proposes a …
Toward ground-truth optical coherence tomography via three-dimensional unsupervised deep learning processing and data
Optical coherence tomography (OCT) can perform non-invasive high-resolution three-
dimensional (3D) imaging and has been widely used in biomedical fields, while it is …
dimensional (3D) imaging and has been widely used in biomedical fields, while it is …
A novel image denoising algorithm combining attention mechanism and residual UNet network
Images are easily polluted by noise in the process of acquisition and transmission, which
will affect people's understanding and utilization of knowledge and information in images …
will affect people's understanding and utilization of knowledge and information in images …
PSCAT: a lightweight transformer for simultaneous denoising and super-resolution of OCT images
Optical coherence tomography (OCT), owing to its non-invasive nature, has demonstrated
tremendous potential in clinical practice and has become a prevalent diagnostic method …
tremendous potential in clinical practice and has become a prevalent diagnostic method …
In vivo imaging of human retinal ganglion cells using optical coherence tomography without adaptive optics
Retinal ganglion cells play an important role in human vision, and their degeneration results
in glaucoma and other neurodegenerative diseases. Imaging these cells in the living human …
in glaucoma and other neurodegenerative diseases. Imaging these cells in the living human …
Frequency-aware optical coherence tomography image super-resolution via conditional generative adversarial neural network
Optical coherence tomography (OCT) has stimulated a wide range of medical image-based
diagnosis and treatment in fields such as cardiology and ophthalmology. Such applications …
diagnosis and treatment in fields such as cardiology and ophthalmology. Such applications …
Sweat gland enhancement method for fingertip OCT images based on generative adversarial network
Q Miao, H Wang, Y Zhang, R Yan… - IEEE Transactions on …, 2024 - ieeexplore.ieee.org
Sweat pores are gaining recognition as a secure, reliable, and identifiable third-level
fingerprint feature. Challenges arise in collecting sweat pores when fingers are …
fingerprint feature. Challenges arise in collecting sweat pores when fingers are …