[HTML][HTML] Vision-Based Drone Detection in Complex Environments: A Survey

Z Liu, P An, Y Yang, S Qiu, Q Liu, X Xu - Drones, 2024‏ - mdpi.com
The frequent illegal use of drones poses a serious threat to public security and property.
Counter-drones are crucial tools. The prerequisite for an effective counter-drone is to detect …

Iterative saliency aggregation and assignment network for efficient salient object detection in optical remote sensing images

Z Yao, W Gao - IEEE Transactions on Geoscience and Remote …, 2024‏ - ieeexplore.ieee.org
Motivated by the pursuit of efficient salient object detection in remote sensing, researchers
have devoted considerable efforts to devising lightweight models due to low running …

Triple-domain feature learning with frequency-aware memory enhancement for moving infrared small target detection

W Duan, L Ji, S Chen, S Zhu… - IEEE Transactions on …, 2024‏ - ieeexplore.ieee.org
As a subfield of object detection, moving infrared small target detection (ISTD) presents
significant challenges due to tiny target sizes and low contrast against backgrounds …

Brstd: Bio-inspired remote sensing tiny object detection

S Huang, C Lin, X Jiang, Z Qu - IEEE Transactions on …, 2024‏ - ieeexplore.ieee.org
In aerial images captured by drones or satellite remote sensing images, object information is
weak and difficult to distinguish from the background, with significant variations in object …

IRSTDID-800: A benchmark analysis of infrared small target detection-oriented image destri**

S Yuan, H Qin, X Yan, N Akhtar… - IEEE Transactions on …, 2024‏ - ieeexplore.ieee.org
Deep learning-based single-image infrared (IR) destri** has made significant advances.
However, these methods are typically evaluated using “synthetic” images with specific stripe …

PTCTV-KMC: Infrared small target detection using joint partial tensor correlated total variation and K-Means clustering

Z Huang, E Zhao, W Zheng, Y Wen… - IEEE Journal of …, 2024‏ - ieeexplore.ieee.org
Infrared (IR) small target detection is widely utilized in both military and civilian sectors.
Despite the development of numerous advanced methods for detecting small targets …

MDIGCNet: Multi-directional information-guided contextual network for infrared small target detection

L Zhang, J Luo, Y Huang, F Wu, X Cui… - IEEE Journal of …, 2024‏ - ieeexplore.ieee.org
Infrared small target detection (ISTD) technology has extensive applications in the military
field. Due to the quality of imaging equipment and environmental interference, infrared small …

Location-guided dense nested attention network for infrared small target detection

H Guo, N Zhang, J Zhang, W Zhang… - IEEE Journal of Selected …, 2024‏ - ieeexplore.ieee.org
Infrared small target (IST) detection involves identifying objects that occupy fewer than 81
pixels in a 256× 256 image. Because the target is small and lacks texture, structure, and …

Deep learning based infrared small object segmentation: Challenges and future directions

Z Yang, H Yu, J Zhang, Q Tang, A Mian - Information Fusion, 2025‏ - Elsevier
Infrared sensing is a core method for supporting unmanned systems, such as autonomous
vehicles and drones. Recently, infrared sensors have been widely deployed on mobile and …

Learning dynamic local context representations for infrared small target detection

G Zhang, G Xu, H Wang, S Chen, Y Shan… - arxiv preprint arxiv …, 2024‏ - arxiv.org
Infrared small target detection (ISTD) is challenging due to complex backgrounds, low signal-
to-clutter ratios, and varying target sizes and shapes. Effective detection relies on capturing …