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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
Conference Aug 2026

LRODNet: a framework for 3D object detection of railway tracks in low-light environments

An attention based multi-stage fusion module, which achieves adaptive feature alignment and deep fusion through attention mechanisms is proposed, providing an efficient and reliable solution for environmental perception of railway tracks in complex lighting environments.

Yong Tian, Jiaxv Zhu, Wei-Da Zhan et al. · 0 citations

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