Dense extreme inception network for edge detection

X Soria, A Sappa, P Humanante, A Akbarinia - Pattern Recognition, 2023 - Elsevier
Edge detection is the basis of many computer vision applications. State of the art
predominantly relies on deep learning with two decisive factors: dataset content and network …

Tiny and efficient model for the edge detection generalization

X Soria, Y Li, M Rouhani… - Proceedings of the IEEE …, 2023 - openaccess.thecvf.com
Most high-level computer vision tasks rely on low-level image operations as their initial
processes. Operations such as edge detection, image enhancement, and super-resolution …

Corefusion: Contrastive regularized fusion for guided thermal super-resolution

A Kasliwal, P Seth, S Rallabandi… - Proceedings of the …, 2023 - openaccess.thecvf.com
Thermal imaging has numerous advantages over regular visible-range imaging since it
performs well in low-light circumstances. Super-Resolution approaches can broaden their …

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 …

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) …

A Lightweight Network with Latent Representations for UAV Thermal Image Super-Resolution

Y Sang, T Liu, Y Liu, T Ma, S Wang… - IEEE Transactions on …, 2024 - ieeexplore.ieee.org
While thermal imaging technology on unmanned aerial vehicles (UAVs) has made
significant progress, the widespread issue of insufficient resolution poses a serious …

Guidance Disentanglement Network for Optics-Guided Thermal UAV Image Super-Resolution

Z Zhao, J Gu, C Li, C Wang, Z Huang… - arXiv preprint arXiv …, 2024 - arxiv.org
Optics-guided Thermal UAV image Super-Resolution (OTUAV-SR) has attracted significant
research interest due to its potential applications in security inspection, agricultural …

Object Detection in Very Low-Resolution Thermal Images through a Guided-Based Super-Resolution Approach

RE Rivadeneira, HO Velesaca… - 2023 17th International …, 2023 - ieeexplore.ieee.org
This work proposes a novel approach that integrates super-resolution techniques with off-
the-shelf object detection methods to tackle the problem of handling very low-resolution …

Boosting Guided Super-Resolution Performance with Synthesized Images

PL Suárez, D Carpio, A Sappa - 2023 17th International …, 2023 - ieeexplore.ieee.org
Guided image processing techniques are widely used for extracting information from a
guiding image to aid in the processing of the guided one. These images may be sourced …