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Open access 2026

Explicit–Implicit Collaborative Attention Guided Weakly Supervised Object Detection in Remote Sensing Images

The task of detecting objects in remote sensing imagery is particularly challenging due to dramatic scale variability, cluttered backgrounds, and densely packed instances. To circumvent the prohibitive cost of instance-level annotation, weakly supervised object detection (WSOD) techniques that rely solely on image-leve...

Yue-Yi Han, Wei-Da Zhan, De-Hua Huo et al. · 0 citations
Jul 2026

TAMSNet: a target-adaptive multiscale detection network for fine-grained ship recognition in remote sensing images

Experimental results on the FGSD2021 remote sensing fine-grained ship detection dataset show that this method effectively improves recognition and localization performance of fine-grained ships and targets in arbitrary orientations, while maintaining high overall detection accuracy.

Haichuan Xu, Yue-Yi Han, Bangwei Qiang · 0 citations

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