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Implementación del Modelo Real-ESRGAN para Imágenes Satelitales [PDF]

open access: yes
This study focuses on implementing a fast, efficient, and user-friendly super-resolution system specifically designed for satellite images. Utilizing the Real-ESRGAN model, our objective is to optimize the architecture, adjust the parameters, and validate the effectiveness through a rigorous process of training and evaluation with real datasets. We aim
Chirinos Sullcany, Jhoe Gabriel   +1 more
core   +3 more sources

Thermal Image Super-Resolution Using Real-ESRGAN for Human Detection

open access: yesProceedings of the 20th International Joint Conference on Computer Vision, Imaging and Computer Graphics Theory and Applications
Unmanned Aerial Vehicles (UAVs) are increasingly crucial in Search and Rescue (SAR) operations due to their ability to enhance efficiency and reduce costs.
Vinícius H. G. Correa   +5 more
openaire   +2 more sources

Deep CNN–Real ESRGAN: An Innovative Framework for Lung Disease Prediction

2022 IEEE Creative Communication and Innovative Technology (ICCIT), 2022
Ankur Singh Bist
exaly   +2 more sources

Generative Inpainting of High-resolution Images: Redefined with Real-ESRGAN

International Journal on Artificial Intelligence Tools, 2022
Embracing generative models to the inpainting realm has resulted in its overwhelming acceptability as an image editing technique. However, these generative inpainting techniques tend to be cumbersome in view of the large memory footprint and resources consumed during the operation.
Sreelakshmy I. J., Binsu C. Kovoor
openaire   +2 more sources

A Study on Spatial Resolution Enhancement Using Real-ESRGAN in Digital Holographic Microscopy (DHM)

2023 23rd International Conference on Control, Automation and Systems (ICCAS), 2023
Min-Chul Lee
exaly   +2 more sources

Real-ESRGAN in Neural Rendering Frameworks for High-Fidelity Video Upscaling

2025 International Conference on Advanced Computing Technologies (ICoACT)
Shivani Kamboj
exaly   +2 more sources

Implementation of Real-ESRGAN for Image Resolution Enhancement in a YOLOv8-Based Vehicle License Plate Identification System Under Low-Light Conditions

open access: yes
Vehicle license plate identification systems still face significant challenges under low-light conditions, including low image resolution, high noise levels, and decreased detection accuracy. Conventional methods such as contrast enhancement or filtering
Mustazzihim Suhaidi, Tri Handayani
exaly   +2 more sources

Super-resolution reconstruction of off-axis digital holography based on Real-ESRGAN

Applied Optics
Off-axis digital holography plays a crucial role in high-precision three-dimensional imaging. However, high-resolution phase images are often affected by the limited pixel size of the sensor. To address this issue, this study proposes, for the first time, to the best of our knowledge, the application of Real-ESRGAN for the super-resolution ...
Geng Chen   +5 more
openaire   +2 more sources

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