SRFormer: Efficient yet powerful transformer network for single image super resolution

A Mehri, P Behjati, D Carpio, AD Sappa - IEEE Access, 2023 - ieeexplore.ieee.org
Recent breakthroughs in single image super resolution have investigated the potential of
deep Convolutional Neural Networks (CNNs) to improve performance. However, CNNs …

Frequency-based enhancement network for efficient super-resolution

P Behjati, P Rodriguez, CF Tena, A Mehri… - IEEE …, 2022 - ieeexplore.ieee.org
Recently, deep convolutional neural networks (CNNs) have provided outstanding
performance in single image super-resolution (SISR). Despite their remarkable …

Towards Efficient and Robust Convolutional Neural Networks for Single Image Super-Resolution

P Behjati - 2022 - ddd.uab.cat
La superresolució d'imatge única (SISR) és una tasca important en el processament
d'imatges, que té com a objectiu millorar la resolució dels sistemes d'imatges. Recentment …

[PDF][PDF] A Generative Model for Guided Thermal Image Super-Resolution

PL Suárez, AD Sappa - Proceedings Copyright, 2024 - refbase.cidis.espol.edu.ec
This paper presents a novel approach for thermal super-resolution based on a fusion prior,
low-resolution thermal image and H brightness channel of the corresponding visible …