Quanqing Ma

2023-09-01 — 2026-07-01
👤 Personal Information
- Class of 2023, Master candidate in Electronic Information
- Document Analysis and Pattern Recognition Laboratory, School of Information Science and Technology, Shihezi University
🔬 Research Interests
- Water Body Change Detection
For water‑body change detection, construct a high‑resolution water‑body change‑detection dataset. Leverage knowledge transfer from remote‑sensing pre‑trained large‑scale models, combine change‑detection models to learn water‑body change features, and design attention modules to focus on deep‑level features, so as to improve the accuracy of water‑body change‑detection system.
Keywords: machine learning, change detection, large‑scale model
📄 Academic Outputs
None
🏆 Honors & Awards
‑ 2024, Third Prize, Xinjiang Division, Postgraduate Group of Python Programming, Lanqiao Cup ‑ 2024, First Prize, Northwest Division (Undergraduate & Postgraduate Group), Word Event of Computer Challenge Competition ‑ 2024, Third Prize, Northwest Division (Undergraduate & Postgraduate Group), Excel Event of Computer Challenge Competition ‑ 2024, Third Prize, Postgraduate Group of Typing Speed Competition
- 1.
2026-09-03FSSENet: A Foundation Model-Based Semantic-Structural Enhanced Network for Remote Sensing Water Body Change Detection
Submitted. - 2.
2026-04-30🔗 EGAFNet: Edge-Guided Adaptive Fusion Network With Spatial-Frequency Interaction for Remote Sensing Change Detection
IEEE Transactions on Geoscience and Remote Sensing. - 3.
2025-05-10🔗 AGFormer: An anchor-guided transformer for class imbalance in remote sensing change detection
Pattern Recognition, 2025.
