Comparison of the impacts of dermoscopy image augmentation methods on skin cancer classification and a new augmentation method with wavelet packets
E Goceri - International Journal of Imaging Systems and …, 2023 - Wiley Online Library
This work aims to determine the most suitable technique for dermoscopy image
augmentation to improve the performance of lesion classifications. Also, a new …
augmentation to improve the performance of lesion classifications. Also, a new …
Let you see in haze and sandstorm: Two-in-one low-visibility enhancement network
Scattering particles (such as water vapor and dust) in the atmosphere excessively absorb
and scatter light, which causes the image collected by imaging sensors with low visibility …
and scatter light, which causes the image collected by imaging sensors with low visibility …
A comprehensive benchmark analysis for sand dust image reconstruction
Y Si, F Yang, Y Guo, W Zhang, Y Yang - Journal of Visual Communication …, 2022 - Elsevier
Recently, numerous sand dust removal algorithms have been proposed. To our best
knowledge, however, most methods evaluated their performance in a no-reference way …
knowledge, however, most methods evaluated their performance in a no-reference way …
Sand-dust image enhancement using chromatic variance consistency and gamma correction-based dehazing
In sand-dust environments, the low quality of images captured outdoors adversely affects
many remote-based image processing and computer vision systems, because of severe …
many remote-based image processing and computer vision systems, because of severe …
DedustGAN: Unpaired learning for image dedusting based on Retinex with GANs
X Meng, J Huang, Z Li, C Wang, S Teng… - Expert Systems with …, 2024 - Elsevier
Image dedusting has gained increasing attention as a preprocessing step for computer
vision tasks. Current traditional image dedusting methods rely on a variety of constraints or …
vision tasks. Current traditional image dedusting methods rely on a variety of constraints or …
Learning to remove sandstorm for image enhancement
P Liang, P Dong, F Wang, P Ma, J Bai, B Wang… - The Visual Computer, 2023 - Springer
In the dusty weather, the suspended sand particles in the air lead to various degrees of
degradation for the captured images. Commonly, severe color deviations, low contrast, and …
degradation for the captured images. Commonly, severe color deviations, low contrast, and …
Online low-light sand-dust video enhancement using adaptive dynamic brightness correction and a rolling guidance filter
D Ni, Z Jia, J Yang - IEEE Transactions on Multimedia, 2023 - ieeexplore.ieee.org
Sand-dust videos obtained in a low-light environment are characterized by low contrast,
nonuniform illumination, color cast, and considerable noise. To realize sand-dust removal …
nonuniform illumination, color cast, and considerable noise. To realize sand-dust removal …
Restoration of single sand-dust image based on style transformation and unsupervised adversarial learning
B Ding, H Chen, L Xu, R Zhang - IEEE Access, 2022 - ieeexplore.ieee.org
Since dust particles in the air scatter and absorb light, images captured in sand-dust weather
mostly show low contrast, color deviation and blurriness, seriously affecting the reliability of …
mostly show low contrast, color deviation and blurriness, seriously affecting the reliability of …
Multi-scale and multi-patch transformer for sandstorm image enhancement
P Liang, W Ding, L Fan, H Wang, Z Li, F Yang… - Journal of Visual …, 2022 - Elsevier
Sandstorm is a meteorological phenomenon common in arid and semi-arid regions. A
sandstorm can carry large volumes of sand unexpectedly, which leads to severe color …
sandstorm can carry large volumes of sand unexpectedly, which leads to severe color …
Fast dust sand image enhancement based on color correction and new membership function
Images captured in dusty environments suffering from poor visibility and quality.
Enhancement of these images such as sand dust images plays a critical role in various …
Enhancement of these images such as sand dust images plays a critical role in various …