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Author

Danyang Yang

2 papers indexed here

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2026

Heterogeneous Multihead Decoding With Spatial Guidance for Remote Sensing Weakly Supervised Semantic Segmentation

Weakly supervised remote sensing semantic segmentation aims to achieve pixel-level prediction with limited annotation costs. Recently, CLIP-based methods have shown promising potential by leveraging vision-language alignment for semantic localization; however, they often suffer from ambiguous semantic representations a...

Bei Cheng, Quan-Li Deng, Tao Shen et al. · 0 citations
Open access Jul 2026

LGD-YOLO: An Asymmetric Lightweight Network with Dynamic Feature Alignment for Greenhouse Tomato Maturity Detection

LGD-YOLO is proposed as an asymmetric lightweight network adapted from YOLOv10n specifically for edge-based tomato maturity detection, integrating a C2f-GMKSF module utilizing grouped multi-kernel convolutions to extract multi-scale textures with limited computational overhead.

Xing Xu, Aixiang Wu, Yun Zhao et al. · 0 citations

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