Jie Deng

According to our database, Jie Deng authored at least 7 papers between 2022 and 2024.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2024

RustQNet: Multimodal deep learning for quantitative inversion of wheat stripe rust disease index.

Jie Deng, Danfeng Hong, Chenyu Li, Jing Yao, Ziqian Yang, Zhijian Zhang, Jocelyn Chanussot

Comput. Electron. Agric., 2024

Using UAV hyperspectral imagery and deep learning for Object-Based quantitative inversion of Zanthoxylum rust disease index.

Kai Zhang, Jie Deng, Congying Zhou, Jiangui Liu, Xuan Lv, Ying Wang, Enhong Sun, Yan Liu, Zhanhong Ma, Jiali Shang

Int. J. Appl. Earth Obs. Geoinformation, 2024

2023

Pixel-level regression for UAV hyperspectral images: Deep learning-based quantitative inverse of wheat stripe rust disease index.

Jie Deng, Xunhe Zhang, Ziqian Yang, Congying Zhou, Rui Wang, Kai Zhang, Xuan Lv, Lujia Yang, Zhifang Wang, Pengju Li, Zhanhong Ma

Comput. Electron. Agric., December, 2023

Efficient Wheat Lodging Detection Using UAV Remote Sensing Images and an Innovative Multi-Branch Classification Framework.

Kai Zhang, Rundong Zhang, Ziqian Yang, Jie Deng, Ahsan Abdullah, Congying Zhou, Xuan Lv, Rui Wang, Zhanhong Ma

Remote. Sens., September, 2023

Quantitative Estimation of Wheat Stripe Rust Disease Index Using Unmanned Aerial Vehicle Hyperspectral Imagery and Innovative Vegetation Indices.

Jie Deng, Rui Wang, Lujia Yang, Xuan Lv, Ziqian Yang, Kai Zhang, Congying Zhou, Pengju Liu, Zhifang Wang, Ahsan Abdullah, Zhanhong Ma

IEEE Trans. Geosci. Remote. Sens., 2023

2022

Assessing Macro Disease Index of Wheat Stripe Rust Based on Segformer with Complex Background in the Field.

Jie Deng, Xuan Lv, Lujia Yang, Baoqiang Zhao, Congying Zhou, Ziqian Yang, Jiarui Jiang, Ning Ning, Jinyu Zhang, Junzheng Shi, Zhanhong Ma

Sensors, 2022

Applying convolutional neural networks for detecting wheat stripe rust transmission centers under complex field conditions using RGB-based high spatial resolution images from UAVs.

Jie Deng, Huiru Zhou, Xuan Lv, Lujia Yang, Jiali Shang, Qiuyu Sun, Xin Zheng, Congying Zhou, Baoqiang Zhao, Jiachong Wu, Zhanhong Ma

Comput. Electron. Agric., 2022