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[PDF][PDF] A comprehensive review of deep learning-based single image super-resolution
SMA Bashir, Y Wang, M Khan, Y Niu - PeerJ Computer Science, 2021 - peerj.com
Image super-resolution (SR) is one of the vital image processing methods that improve the
resolution of an image in the field of computer vision. In the last two decades, significant …
resolution of an image in the field of computer vision. In the last two decades, significant …
LPSRGAN: Generative adversarial networks for super-resolution of license plate image
Y Pan, J Tang, T Tjahjadi - Neurocomputing, 2024 - Elsevier
This paper proposes a super-resolution algorithm for reconstructing license plate images
based on generative adversarial networks (GAN) for improving the recognition rate of low …
based on generative adversarial networks (GAN) for improving the recognition rate of low …
A new image enhancement and super resolution technique for license plate recognition
Abstract License Plate Recognition (LPR) is an important implemented application of
Artificial Intelligence (AI) and deep learning in the past decades. However, due to the low …
Artificial Intelligence (AI) and deep learning in the past decades. However, due to the low …
Super-resolution of license plate images using attention modules and sub-pixel convolution layers
Recent years have seen significant developments in the field of License Plate Recognition
(LPR) through the integration of deep learning techniques and the increasing availability of …
(LPR) through the integration of deep learning techniques and the increasing availability of …
Combining attention module and pixel shuffle for license plate super-resolution
The License Plate Recognition (LPR) field has made impressive advances in the last
decade due to novel deep learning approaches combined with the increased availability of …
decade due to novel deep learning approaches combined with the increased availability of …
[HTML][HTML] DiffPlate: A Diffusion Model for Super-Resolution of License Plate Images
License plate recognition is a pivotal challenge in surveillance applications, predominantly
due to the low resolution and diminutive size of license plates, which impairs recognition …
due to the low resolution and diminutive size of license plates, which impairs recognition …
Survey on Deep Learning Based Image Super-Resolution.
XIA Hao, LYU Hongfeng, LUO Jun… - Journal of Computer …, 2021 - search.ebscohost.com
Image super-resolution reconstruction is the process of using low-resolution images to
reconstruct the corresponding high-resolution images. At present, image super-resolution …
reconstruct the corresponding high-resolution images. At present, image super-resolution …
[HTML][HTML] Evaluation of super resolution technology for digestive endoscopic images
Object This study aims to evaluate the value of super resolution (SR) technology in
augmenting the quality of digestive endoscopic images. Methods In the retrospective study …
augmenting the quality of digestive endoscopic images. Methods In the retrospective study …
Embedding Similarity Guided License Plate Super Resolution
A Sendjasni, MC Larabi - arxiv preprint arxiv:2501.01483, 2025 - arxiv.org
Super-resolution (SR) techniques play a pivotal role in enhancing the quality of low-
resolution images, particularly for applications such as security and surveillance, where …
resolution images, particularly for applications such as security and surveillance, where …
Enhancing License Plate Super-Resolution: A Layout-Aware and Character-Driven Approach
Despite significant advancements in License Plate Recognition (LPR) through deep
learning, most improvements rely on high-resolution images with clear characters. This …
learning, most improvements rely on high-resolution images with clear characters. This …