个人简介

研究兴趣

• 计算机视觉
• 人工智能

教育经历

• 2022 - 2025 | 北京林业大学 | 林业电气化与自动化 | 博士 | (Supervisor: 赵玥)

出版物

• [1] H Bai, Q Han, Y Zhao, Y Zhao, MFHSformer: Hierarchical sparse transformer based on multi-feature fusion for soil pore segmentation, Expert Systems with Applications, 126789 (2025)
• [2] H Bai, Q Han, Y Zhao, Y Zhao, Soil-SAM: Segment anything model for soil pore identification, Soil and Tillage Research, 253, 106675 (2025)
• [3] H Bai, Y Zhao, Y Zhao, Q Han, A self-supervised model based on sequence information and multi-scale features advances agricultural soil CT image segmentation, Computers and Electronics in Agriculture, 238, 110785 (2025)
• [4] H Bai, X Zhou, Y Zhao, Y Zhao, Q Han, APFlowNet: An inter-layer interpolation approach for soil CT images based on CNN and bidirectional optical flow, Soil and Tillage Research, 238, 106024 (2024)
• [5] S Yao, J Lin, H Bai, DPP: a novel disease progression prediction method for Ginkgo leaf disease based on image sequences, Information, 15(7), 411 (2024)
• [6] H Bai, X Zhou, Y Zhao, Y Zhao, Q Han, Soil CT image quality enhancement via an improved super-resolution reconstruction method based on GAN, Computers and Electronics in Agriculture, 213, 108177 (2023)
• [7] H Bai, L Liu, Q Han, Y Zhao, Y Zhao, A novel UNet segmentation method based on deep learning for preferential flow in soil, Soil and Tillage Research, 233, 105792 (2023)