Ning Zhou

Employment

Employment history is unavailable.

Education

• Wuhan University

Projects & Funding

Projects & funding information is unavailable.

Publications (7)

• GMLNet: a lightweight frequency-gradient framework for gravel-mulched land segmentation in high-resolution optical imagery
  Expert Systems with Applications 2026 DOI: 10.1016/j.eswa.2026.133300
  +Save
• CiviViL: multimodal interpretation of composite urban facility scenes with spatial-semantic-aware bidirectional cross-attention
  ISPRS Journal of Photogrammetry and Remote Sensing 2026 DOI: 10.1016/j.isprsjprs.2026.04.024
  +Save
• An efficient Earth’s surface anomaly detection framework via geo-adaptive partition and spatio-temporal constraints
  Geo-spatial Information Science 2026 DOI: 10.1080/10095020.2026.2624339
  +Save
• DepthCD: Depth prompting in 2D remote sensing imagery change detection
  ISPRS Journal of Photogrammetry and Remote Sensing 2025 DOI: 10.1016/j.isprsjprs.2025.05.020
  +Save
• DepthSeg: Depth Prompting in Remote Sensing Semantic Segmentation
  IGARSS 2025 - 2025 IEEE International Geoscience and Remote Sensing Symposium 2025 DOI: 10.1109/igarss55030.2025.11242444
  +Save
• Submeter-Level Global-Scale Road Extraction Based on Limited Labeled Data From Optical Remote Sensing Images
  IEEE Transactions on Geoscience and Remote Sensing 2025 DOI: 10.1109/TGRS.2025.3572373
  +Save
• Vector Road Map Updating from High-Resolution Remote-Sensing Images with the Guidance of Road Intersection Change Detection and Directed Road Tracing
  Remote Sensing 2023 DOI: 10.3390/rs15071840
  +Save