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Author 1
Weixin Xie
Institute of Intelligent Information Processing, Shenzhen University, Shenzhen 518060, China
Summary
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Open Access | Research Article | 27 April 2025
EFSOD: Enhanced Feature based Small Object Detection Network in Remote Sensing Images
Chinese Journal of Information Fusion | Volume 2, Issue 2: 127-143, 2025 | DOI: 10.62762/CJIF.2025.845143
Abstract
Due to the poor imaging quality of remote sensing images and the small size of targets, remote sensing small target detection has become a current research difficulty and hotspot. Recent years have seen many new algorithms. Remote sensing small target detection methods based on image super-resolution reconstruction have attracted many researchers due to their excellent performance. However, these algorithms still have problems such as weak feature extraction capability and insufficient feature fusion. Then, we propose Enhanced Feature based Small Target Detection Network in Remote Sensing Images (EFSOD), which includes a Edge Enhancement Super-Resolution Reconstruction Module (EESRM) and a C... More >

Graphical Abstract
EFSOD: Enhanced Feature based Small Object Detection Network in Remote Sensing Images