Infrared image super-resolution: Systematic review, and future trends

Y Huang, T Miyazaki, X Liu, S Omachi - arXiv preprint arXiv:2212.12322, 2022 - arxiv.org
Image Super-Resolution (SR) is essential for a wide range of computer vision and image
processing tasks. Investigating infrared (IR) image (or thermal images) super-resolution is a …

Structure aggregation for cross-spectral stereo image guided denoising

Z Sheng, Z Yu, X Liu, SY Cao, Y Liu… - Proceedings of the …, 2023 - openaccess.thecvf.com
To obtain clean images with salient structures from noisy observations, a growing trend in
current denoising studies is to seek the help of additional guidance images with high signal …

Enhancement of guided thermal image super-resolution approaches

PL Suárez, D Carpio, AD Sappa - Neurocomputing, 2024 - Elsevier
Guided image processing techniques are widely used to extract meaningful information from
a guiding image and facilitate the enhancement of the guided one. This paper specifically …

Thermal UAV image super-resolution guided by multiple visible cues

Z Zhao, Y Zhang, C Li, Y Xiao… - IEEE Transactions on …, 2023 - ieeexplore.ieee.org
Unmanned aerial vehicle (UAV) thermal-imaging has received much attention, but the
insufficient image resolution caused by thermal imaging systems is still a crucial problem …

Multi-Scale Feature Fusion using Channel Transformers for Guided Thermal Image Super Resolution

RS Puttagunta, B Kathariya, Z Li… - Proceedings of the …, 2024 - openaccess.thecvf.com
Thermal imaging leveraging the infrared spectrum offers a compelling alternative to visible
spectrum (VIS) imagery in challenging environmental conditions like low-light occlusions …

VisTA-SR: Improving the Accuracy and Resolution of Low-Cost Thermal Imaging Cameras for Agriculture

H Yun, S Lo, CH Diepenbrock… - Proceedings of the …, 2024 - openaccess.thecvf.com
Thermal cameras are an important tool for agricultural research because they allow for non-
invasive measurement of plant temperature which relates to important photochemical …

Tntvit-g: Transformer in transformer network for guidance super resolution

A Mehri, P Behjati, AD Sappa - IEEE Access, 2023 - ieeexplore.ieee.org
Image Super Resolution is a potential approach that can improve the image quality of low-
resolution optical sensors, leading to improved performance in various industrial …

Target-oriented domain adaptation for infrared image super-resolution

Y Huang, T Miyazaki, X Liu, Y Dong… - arXiv preprint arXiv …, 2023 - arxiv.org
Recent efforts have explored leveraging visible light images to enrich texture details in
infrared (IR) super-resolution. However, this direct adaptation approach often becomes a …

MOFA: A novel dataset for Multi-modal Image Fusion Applications

K Xiao, X Kang, H Liu, P Duan - Information Fusion, 2023 - Elsevier
Multi-modal image fusion is widely used in various fields, especially in military, medical,
industrial detection and other fields. Image fusion can integrate redundant and …

Modality Conversion Meets Super-Resolution: A Collaborative Framework for High-Resolution Thermal UAV Image Generation

Z Zhao, C Wang, C Li, Y Zhang… - IEEE Transactions on …, 2024 - ieeexplore.ieee.org
Due to the limitations and costs of thermal sensors, unmanned aerial vehicle (UAV)
platforms often equip with high-resolution (HR) visible imaging and low-resolution (LR) …