鲁坚｜深圳大学｜学者主页

2026

An Improved 3D U-Net Hybrid Network for High-Precision Soybean Mapping From Multitemporal Sentinel-2 Imagery

Jian Li, Xinglei Lin, Yilin Lu, Jian Lu, Hongkun Fu, Ji Qi, Junrui Kang, Baoqi Liu, Jia-Wei Zhao, Hengxu Guan, Chunxiang Dong

IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing

DOI

2026

Metamodel-Accelerated High-Resolution Maize Yield Mapping via Sentinel-2 Assimilation and Random Forest

Haiwei Yu, Huapeng Li, Jian Lu, Tong-Tong Zhao, Baoqi Liu

IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing

DOI

2025

FMFI: Transformer based four branches multi-granularity feature integration for person Re-ID

Xiaohan Zheng, Jian Lu, Jiahui Xing, Kaibing Zhang

Expert Systems With Applications，Vol. 288

DOI

2025

ADT: Person re-identification based on efficient attention mechanism and single-channel dual-channel fusion with transformer features aggregation

Jiahui Xing, Jian Lu, Kaibing Zhang, Xiaogai Chen

Expert Systems With Applications，Vol. 261

DOI

2025

Dynamic gating-enhanced deep learning model with multi-source remote sensing synergy for optimizing wheat yield estimation

Jian Li, Junrui Kang, Jian Lu, Hongkun Fu, Zheng Li, Baoqi Liu, Xinglei Lin, Jia-Wei Zhao, Hengxu Guan, He Liu, Zhihan Liu

Frontiers in Plant Science

DOI

2025

A Hierarchical Path Planning Framework of Plant Protection UAV Based on the Improved D3QN Algorithm and Remote Sensing Image

Hai-Tao Fu, Zheng Li, Jian Lu, Weijian Zhang, Yuxuan Feng, Li Zhu, He Liu, Jian Li

Remote Sensing

DOI

2025

Winter Wheat Yield Prediction Using Satellite Remote Sensing Data and Deep Learning Models

Hongkun Fu, Jian Lu, Jian Li, Wen-Long Zou, Xuhui Tang, Xiangyu Ning, Yue Sun

Agronomy

DOI

2025

Soybean Yield Estimation Using Improved Deep Learning Models With Integrated Multisource and Multitemporal Remote Sensing Data

Jian Li, Junrui Kang, Ji Qi, Jian Lu, Hongkun Fu, Baoqi Liu, Xinglei Lin, Jia-Wei Zhao, Hengxu Guan, Jing Chang, Zhihan Liu

IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing

DOI

2025

Prediction of Soybean Yield at the County Scale Based on Multi-Source Remote-Sensing Data and Deep Learning Models

Hongkun Fu, Jian Li, Jian Lu, Xinglei Lin, Junrui Kang, Wen-Long Zou, Xiangyu Ning, Yue Sun

Agriculture

DOI

2024

EDGCNet: Joint dynamic hyperbolic graph convolution and dual squeeze-and-attention for 3D point cloud segmentation

Haozhe Cheng, Jihua Zhu, Jian Lu, Xu Han

Expert Systems With Applications，Vol. 237

DOI

2024

GOA-optimized deep learning for soybean yield estimation using multi-source remote sensing data

Jian Lu, Hongkun Fu, Xuhui Tang, Zhao Liu, Jujian Huang, Wen-Long Zou, Hui Chen, Yue Sun, Xiangyu Ning, Jian Li

Scientific Reports

DOI

2024

TDMSANet: A Tri-Dimensional Multi-Head Self-Attention Network for Improved Crop Classification from Multitemporal Fine-Resolution Remotely Sensed Images

Jian Li, Xuhui Tang, Jian Lu, Hongkun Fu, Miao Zhang, Jujian Huang, Ce Zhang, Huapeng Li

Remote Sensing

DOI

2024

Deep Learning for Multi-Source Data-Driven Crop Yield Prediction in Northeast China

Jian Lu, Jian Li, Hongkun Fu, Xuhui Tang, Zhao Liu, Hui Chen, Yue Sun, Xiangyu Ning

Agriculture

DOI

2024

Research on the Inversion of Key Growth Parameters of Rice Based on Multisource Remote Sensing Data and Deep Learning

Jian Li, Jian Lu, Hongkun Fu, Wen-Long Zou, Weijian Zhang, Weilin Yu, Yuxuan Feng

Agriculture

DOI

Digital Pixel Based Event Vision Sensor with Simultaneous Event and Intensity Outputs

Tian-Ye Wen, Jian Lu, Caihong Liu, Xiaoguang Liu, Tian-Ye Wen

鲁坚

精选作品

期刊论文

An Improved 3D U-Net Hybrid Network for High-Precision Soybean Mapping From Multitemporal Sentinel-2 Imagery

Metamodel-Accelerated High-Resolution Maize Yield Mapping via Sentinel-2 Assimilation and Random Forest

FMFI: Transformer based four branches multi-granularity feature integration for person Re-ID

ADT: Person re-identification based on efficient attention mechanism and single-channel dual-channel fusion with transformer features aggregation

Dynamic gating-enhanced deep learning model with multi-source remote sensing synergy for optimizing wheat yield estimation

A Hierarchical Path Planning Framework of Plant Protection UAV Based on the Improved D3QN Algorithm and Remote Sensing Image

Winter Wheat Yield Prediction Using Satellite Remote Sensing Data and Deep Learning Models

Soybean Yield Estimation Using Improved Deep Learning Models With Integrated Multisource and Multitemporal Remote Sensing Data

Prediction of Soybean Yield at the County Scale Based on Multi-Source Remote-Sensing Data and Deep Learning Models

EDGCNet: Joint dynamic hyperbolic graph convolution and dual squeeze-and-attention for 3D point cloud segmentation

GOA-optimized deep learning for soybean yield estimation using multi-source remote sensing data

TDMSANet: A Tri-Dimensional Multi-Head Self-Attention Network for Improved Crop Classification from Multitemporal Fine-Resolution Remotely Sensed Images

Deep Learning for Multi-Source Data-Driven Crop Yield Prediction in Northeast China

Research on the Inversion of Key Growth Parameters of Rice Based on Multisource Remote Sensing Data and Deep Learning

Digital Pixel Based Event Vision Sensor with Simultaneous Event and Intensity Outputs

研究方向