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Ziyang Shi

Central South University of Forestry and Technology

China

  • Central South University of Forestry and Technology

SCHOLARLY PAPERS

3

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175

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Scholarly Papers (3)

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1.

LUNet: Language-Infused UNet for Precise Camellia oleifera Pests and Diseases Segmentation in Complex Agricultural Environment

Downloads 87 (765,566)

LUNet: Language-Infused UNet for Precise Camellia oleifera Pests and Diseases Segmentation in Complex Agricultural Environment

Number of pages: 37 Posted: 03 Jul 2025
Ziyang Shi, Hao zhou, Lin Li, Shaofeng Peng, Ruifeng Liu, Fangying Wan, Jiangzhang Zhu, Ruopeng Zhang, Jiale Chen and Leheng Li
Central South University of Forestry and Technology, Central South University of Forestry and Technology, Central South University of Forestry and Technology, Hunan Academy of Forestry, Central South University of Forestry and Technology, Central South University of Forestry and Technology, Central South University of Forestry and Technology, Central South University of Forestry and Technology, Central South University of Forestry and Technology and Central South University of Forestry and Technology
Downloads 47 (1,119,531)

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Pre-segmentation, Semantic-visual hybrid network, Multi-scale feature fusion network, Crop disease diagnostic system

Lunet: Language-Infused Unet for Precise Camellia Oleifera Pests and Diseases Segmentation in Complex Agricultural Environment

Number of pages: 36 Posted: 28 Apr 2025
Ziyang Shi, Lin Li, Hao Zhou, Shaofeng Peng, Ruifeng Liu, Fangying Wan, Ruopeng Zhang and Haojie Xie
Central South University of Forestry and Technology, Central South University of Forestry and Technology, Central South University of Forestry and Technology, Hunan Academy of Forestry, Central South University of Forestry and Technology, Central South University of Forestry and Technology, Central South University of Forestry and Technology and Central South University of Forestry and Technology
Downloads 40 (1,224,220)

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Pre-segmentation, Semantic-visual hybrid network, Multi-scale feature fusion network, Crop disease diagnostic system

2.

Pancreatic Organ and Tumor Segmentation Using U-Shaped Hybrid Cooding Network with Multi-Scale Feature Fusion Block and Position-Mixed Attention

Number of pages: 31 Posted: 05 Sep 2024
Ziyang Shi, Lin Li, Linan Hu, Xiajun Wei, Bin Xie, Wenyi Zhou, Zhen Hu, Jiehao Yin, Yongzhong Zhang, Xili Chen, Wenxuan Huang, Zhengmao Luo, Wanxiang Peng, Xiaochun Xie, Fang Li and Xiaoli Long
Central South University of Forestry and Technology, Central South University of Forestry and Technology, affiliation not provided to SSRN, affiliation not provided to SSRN, Central South University of Forestry and Technology, Central South University of Forestry and Technology, affiliation not provided to SSRN, Central South University of Forestry and Technology, Central South University of Forestry and Technology, Central South University of Forestry and Technology, Central South University of Forestry and Technology, affiliation not provided to SSRN, affiliation not provided to SSRN, affiliation not provided to SSRN, affiliation not provided to SSRN and affiliation not provided to SSRN
Downloads 45 (1,133,231)

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Artificial Intelligence, Deep Learning, Medical image segmentation, Multi-scale feature fusion, Convolution transformer-based network

3.

Crownvim: Context Clustering Meets Vision Mamba for Precise Tree Crown Segmentation in Aerial Rgb Imagery

Number of pages: 38 Posted: 08 Aug 2025
Ziyang Shi, Xuan Xiong, Lin Li, Guoxiong Zhou, Ruifeng Liu, Yongming Yan and Benhan Zhao
Central South University of Forestry and Technology, Central South University of Forestry and Technology, Central South University of Forestry and Technology, Central South University of Forestry and Technology, Central South University of Forestry and Technology, Central South University of Forestry and Technology and Central South University of Forestry and Technology
Downloads 43 (1,157,785)

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deep learning, Tree crown delineation, Context clustering, State space model, Masked attention