Small object detection in remote sensing images based on super-resolution

Xiaolin Fang, Hu Fan,Ming Yang,Tongxin Zhu,Bi Ran,Zenghui Zhang, Zhiyuan Gao

Pattern Recognition Letters（2022）

引用 16|浏览76

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摘要

•The proposed Super-Resolution method can significantly improve the detection accuracy.•Perception and texture matching loss are combined to design the loss function.•The proposed method achieves 74.47% mAP, which is 0.79% better than that of S2A-NET.

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关键词

Remote sensing images,Object detection,Super-Resolution

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