3 papers
eess.IV2026
Diffusion Models for Hyperspectral Image Analysis: A Comprehensive Review
Xing Hu, Xiangcheng Liu, Qianqian Duan +5
Hyperspectral image (HSI) analysis plays a critical role in remote sensing, agriculture, and environmental monitoring. However, traditional methods often struggle to handle the hig…
cs.LG2025
A Comprehensive Review of Diffusion Models in Smart Agriculture: Progress, Applications, and Challenges
Xing Hu, Haodong Chen, Qianqian Duan +1
With the global population increasing and arable land resources becoming increasingly limited, smart and precision agriculture have emerged as essential directions for sustainable…
cs.CV2025
Domain Adaptation for Big Data in Agricultural Image Analysis: A Comprehensive Review
Xing Hu, Siyuan Chen, Qianqian Duan +3
With the wide application of computer vision in agriculture, image analysis has become the key to tasks such as crop health monitoring and pest detection. However, the significant…