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Keying Ren

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Articles

HAM-Transformer: A Hybrid Adaptive Multi-Scaled Transformer Net for Remote Sensing in Complex Scenes

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By Xiaoyan Chen, Zichen Wang, Keying Ren, Xiwen Liang
| MDPI
1. Introduction With advancements in science and technology, the quality of remote sensing images has significantly improved. Due to their low cost, small size, and flexibility, UAVs are increasingly utilized in various tasks, such as maritime searching and rescuing [1], parking vehicle searching, and specific person recognition [2,3]. However, UAV aerial images pose unique challenges, including shooting angles, numerous small and overlapping targets, and onerous manual recognition.
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