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Lin Li

Central South University of Forestry and Technology

China

  • Central South University of Forestry and Technology

SCHOLARLY PAPERS

8

DOWNLOADS

487

TOTAL CITATIONS

3

Scholarly Papers (8)

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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)

Abstract:

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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.

A High-Quality Self-Supervised Image Denoising Method Based on Sddw-Gan and Chrnet

Number of pages: 36 Posted: 22 May 2023
Yinan Chen, Lin Li, Guoxiong Zhou, Aibin Chen, Yanfeng Wang and Liujun Li
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, National University of Defense Technology and Missouri University of Science and Technology
Downloads 87 (771,553)

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image denoise, fast smooth sampling, information stitching, hybrid dilation convolution, residual attention

3.

Gs-Deeplabv3+: A Mountain Tea Disease Segmentation Network Based on Improved Shuffle Attention and Gated Multidimensional Feature Extraction

Number of pages: 25 Posted: 29 Mar 2024
Hao zhou, Lin Li, Yuting Peng, ruopeng zhang, yushan he and wei xiao
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 78 (823,616)
Citation 1

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Crop pests and diseases, Convolutional neural network(CNN), Disease recognition, Deep learning, Digital agriculture

4.

RLEM-Net: Reinforcement Learning Enhanced Multimodal Segmentation for Camellia oleifera Diseases Based on Semantic and Visual Features

Number of pages: 32 Posted: 15 Sep 2025
Hao zhou, Lin Li, Shaofeng Peng, Sheng Xu, Ziyang Shi, Bin Xie, Yuting Peng and Benhan Zhao
Central South University of Forestry and Technology, Central South University of Forestry and Technology, Hunan Academy of Forestry, 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 and Central South University of Forestry and Technology
Downloads 75 (837,727)

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Artificial Intelligence, Deep Learning, Disease and pest segmentation, Multimodal, DeepLabv3+

5.

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 44 (1,133,231)

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

6.

A Nonlinear Zblan-Based Photonic Crystal Fiber with Ultra-High Birefringent and Flattened Dispersion in Short-Wavelength Infrared Region

Number of pages: 14 Posted: 28 Jul 2022
Shuyang Xie, Jingmin Zhou, Chen Nie, Piaorong Xu, Yuanyuan Liu, Lin Li, Jun Yi and Exian Liu
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, affiliation not provided to SSRN and Central South University of Forestry and Technology
Downloads 44 (1,145,425)
Citation 2

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Photonic crystal fiber, High nonlinearity, High birefringence, Flattened dispersion

7.

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

8.

Segment Like A Pathologist: Learning reliable diagnostic thinking and experience for Precise Plant Pests and Diseases Segmentation in Complex Environment

Number of pages: 40 Posted: 14 Jan 2026
Xuan Xiong, Ziyang Shi, Hao zhou, Wei Shi, Fulin Su, Lin Li, Shaofeng Peng, Ruifeng Liu and Fangying Wan
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, Hunan Academy of Forestry, Central South University of Forestry and Technology and Central South University of Forestry and Technology
Downloads 29 (1,372,601)

Abstract:

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Camellia oleifera, Context clustering, State space model, Causality reasoning, Crop disease diagnostic system