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Ke-Lei Sun

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Sep 2026

SMDS-Net: aerial object detection method based on adaptive multi-scale feature fusion and semantically guided detail preservation

Experimental results on public benchmark datasets demonstrate that the proposed SMDS-Net achieves highly competitive detection accuracy while significantly reducing the number of model parameters and theoretical computational complexity.

Ke-Lei Sun, Jia-Li Xia, Hua-Ping Zhou et al. · 0 citations
2026

Pseudolabel Comprehensive Filtering and Edge Refinement for Semisupervised Instance Segmentation in Remote Sensing Imagery

Instance segmentation of remote sensing images enables simultaneous target differentiation and pixel-level classification, boasting broad applications in urban planning, military reconnaissance, and marine monitoring. However, existing methods often exhibit strong label dependency, and acquiring large-scale, fine-grain...

Man Chen, Hua-Ping Zhou, Ke-Lei Sun · 0 citations

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