Comparison of Random Forest and XGBoost Classifiers Using Integrated Optical and SAR Features for Mapping Urban Impervious Surface

Z Shao, MN Ahmad, A Javed - Remote Sensing, 2024 - mdpi.com
The integration of optical and SAR datasets through ensemble machine learning models
shows promising results in urban remote sensing applications. The integration of multi …

Multi-focus image fusion via distance-weighted regional energy and structure tensor in NSCT domain

M Lv, L Li, Q Jin, Z Jia, L Chen, H Ma - Sensors, 2023 - mdpi.com
In this paper, a multi-focus image fusion algorithm via the distance-weighted regional energy
and structure tensor in non-subsampled contourlet transform domain is introduced. The …

[HTML][HTML] A review on infrared and visible image fusion algorithms based on neural networks

K Yang, W Xiang, Z Chen, J Zhang, Y Liu - Journal of Visual …, 2024 - Elsevier
Infrared and visible image fusion represents a significant segment within the image fusion
domain. The recent surge in image processing hardware advancements, including GPUs …

An infrared and visible image fusion algorithm method based on a dual bilateral least squares hybrid filter

Q Lu, Z Han, L Hu, F Tian - Electronics, 2023 - mdpi.com
Infrared and visible images of the same scene are fused to produce a fused image with
richer information. However, most current image-fusion algorithms suffer from insufficient …

Enhancing medical image denoising with innovative teacher–student model-based approaches for precision diagnostics

S Muksimova, S Umirzakova, S Mardieva, YI Cho - Sensors, 2023 - mdpi.com
The realm of medical imaging is a critical frontier in precision diagnostics, where the clarity
of the image is paramount. Despite advancements in imaging technology, noise remains a …

Detecting rice straw burning based on infrared and visible information fusion with UAV remote sensing

H Wen, X Hu, P Zhong - Computers and Electronics in Agriculture, 2024 - Elsevier
Burning agricultural straw after reaping is a typical farming approach for quicker crop
rotation but compromises the sustainability of cultivation practices. Unmanned aerial vehicle …

Infrared Microscopy: A Multidisciplinary Review of Techniques, Applications, and Ethical Dimensions

ASAA Agha, E Khalil, M Al-Remawi… - Jordan Journal of …, 2024 - jjournals.ju.edu.jo
Infrared microscopy has become a significant analytical technique with a transformative
impact on various scientific disciplines. This review examines its applications in biomedical …

Focus-aware and deep restoration network with transformer for multi-focus image fusion

C Wang, K Yan, Y Zang, D Zhou, R Nie - Digital Signal Processing, 2024 - Elsevier
Multi-focus image fusion (MFIF) aims to break the limitations of physical devices and
integrate different focused regions from multiple source images into a single fully focused …

Decomposed Multilateral Filtering for Accelerating Filtering with Multiple Guidance Images

H Nogami, Y Kanetaka, Y Naganawa, Y Maeda… - Sensors, 2024 - mdpi.com
This paper proposes an efficient algorithm for edge-preserving filtering with multiple
guidance images, so-called multilateral filtering. Multimodal signal processing for sensor …

Enhancing point cloud data fusion through 2D thermal infrared camera and 2D lidar scanning

I Niskanen, G Duan, E Vartiainen, M Immonen… - Infrared Physics & …, 2024 - Elsevier
Sensor data fusion from multiple sources plays a pivotal role in advancing our
understanding of real-world phenomena. This paper focuses on the integration of a thermal …