ODinMJ: A red, green, blue-thermal dataset for mountain jungle object detection

Q Wang, X Qu, P Jin, L Zhou, J Ouyang… - … and Remote Sensing …, 2024 - ieeexplore.ieee.org
Mountain jungle is a key landscape and an important component of the Earth's surface, with
mountains covering approximately 24% and jungles covering about 31% of the global land …

MultiSpectral Transformer Fusion via exploiting similarity and complementarity for robust pedestrian detection

S Hou, M Yang, WS Zheng, S Gao - Pattern Recognition, 2025 - Elsevier
Transformer-based fusion has been steadily gaining traction in multispectral pedestrian
detectors, offering robust performance across diverse illumination conditions. However …

[HTML][HTML] Background-Aware Cross-Attention Multiscale Fusion for Multispectral Object Detection

R Guo, X Guo, X Sun, P Zhou, B Sun, S Su - Remote Sensing, 2024 - mdpi.com
Limited by the imaging capabilities of sensors, research based on single modality is difficult
to cope with faults and dynamic perturbations in detection. Effective multispectral object …

Multidimensional Fusion Network for Multispectral Object Detection

F Yang, B Liang, W Li, J Zhang - IEEE Transactions on Circuits …, 2024 - ieeexplore.ieee.org
Multispectral object detection has attracted increasing attention recently due to its superior
detection capacity under various illumination conditions. The key challenge lies in the …

Rethinking Early-Fusion Strategies for Improved Multispectral Object Detection

X Zhang, SY Cao, F Wang, R Zhang, Z Wu… - arXiv preprint arXiv …, 2024 - arxiv.org
Most recent multispectral object detectors employ a two-branch structure to extract features
from RGB and thermal images. While the two-branch structure achieves better performance …

AMFD: Distillation via Adaptive Multimodal Fusion for Multispectral Pedestrian Detection

Z Chen, Y Qian, X Yang, C Wang, M Yang - arXiv preprint arXiv …, 2024 - arxiv.org
Multispectral pedestrian detection has been shown to be effective in improving performance
within complex illumination scenarios. However, prevalent double-stream networks in …

TGSYOLO: Template-Guidance Siamese Network for SMT Welding Defect Detection

K Shi, C Yu, Y Cao, Y Kang, Y Zhao… - IEEE Transactions on …, 2024 - ieeexplore.ieee.org
Surface mounted technology (SMT) welding defect detection plays a key role in the printed
circuit board assembly (PCBA) production process, which affects the use of electronic …

FD2-Net: Frequency-Driven Feature Decomposition Network for Infrared-Visible Object Detection

K Li, D Wang, Z Hu, S Li, W Ni, L Zhao… - arXiv preprint arXiv …, 2024 - arxiv.org
Infrared-visible object detection (IVOD) seeks to harness the complementary information in
infrared and visible images, thereby enhancing the performance of detectors in complex …