Personal Profile

Xin Su, PhD, is an associate professor at the School of Artificial Intelligence. He received his PhD in Signal and Image Processing from Telecom ParisTech in 2015 and was a postdoctoral researcher at INRIA from 2015 to 2018. He is mainly engaged in research on analysis of time series images, spatiotemporal target recognition, and remote sensing foundation models. He has presided over and participated in many projects, such as the National Natural Science Foundation of China, key R&D programs, and national defense research, and published many top journals in the fields of IEEE TIP, IEEE TGRS, ISPRS, and JAG.

Publications【More】 More detetails about my Publications (Google Scholar).

• -. Remote sensing chatgpt: Solving remote sensing tasks with chatgpt and visual models

      H Guo, X Su*, C Wu, B Du, L Zhang, D Li, arXiv preprint arXiv:2401.09083

• -. Expediting Building Footprint Segmentation from High-resolution Remote Sensing Images via progressive lenient supervision

      H Guo, B Du, C Wu, X Su, L Zhang, arXiv preprint arXiv:2307.12220

• MTCSAR: Fusing Multi-Temporal Interaction with Coherence Prior for SAR Image Denoising

      J Liu, X Su*, Y Xiao, J Li, Q Yuan, IEEE TGRS

• PHTrack: Prompting for Hyperspectral Video Tracking
  

      Y Chen, Y Tang, X Su*, J Li*, Y Xiao, J He, Q Yuan, IEEE TGRS

• Building-Road Collaborative Extraction From Remote Sensing Images via Cross-Task and Cross-Scale Interaction

      H Guo, X Su*, C Wu, B Du, L Zhang, IEEE TGRS

• PCDASNet: Position-Constrained Differential Attention Siamese Network for Building Damage Assessment

      J Wang, H Guo, X Su*, L Zheng, Q Yuan, IEEE TGRS

• SAAN: Similarity-aware attention flow network for change detection with VHR remote sensing images

      H Guo, X Su*, C Wu*, B Du, L Zhang, IEEE TIP

• Statistic Ratio Attention Guided Siamese U-Net for SAR Image Semantic Change Detection

      S Chen, X Su*, L Zheng, Q Yuan, IEEE GRSL

• Decoupling semantic and edge representations for building footprint extraction from remote sensing images

      H Guo, X Su*, C Wu, B Du, L Zhang, IEEE TGRS

• Fast hyperspectral image denoising and destriping method based on graph Laplacian regularization

      X Su, Z Zhang, F Yang, IEEE TGRS

• A coarse-to-fine boundary refinement network for building footprint extraction from remote sensing imagery

      H Guo, B Du, L Zhang, X Su, ISPRS
  

• Inundation impact on croplands of 2020 flood event in three Provinces of China

      X Qin, Q Shi, D Wang, X Su, IEEE JSTARS

• Deep image interpolation: A unified unsupervised framework for pansharpening

      J Gao, J Li, X Su, M Jiang, Q Yuan, Proceedings of the IEEE/CVF Conference on CVPRW

• Multivehicle object tracking in satellite video enhanced by slow features and motion features

        J Wu, X Su*, Q Yuan, H Shen, L Zhang, IEEE TGRS

• Satellite video super-resolution via multiscale deformable convolution alignment and temporal grouping projection

        Y Xiao, X Su*, Q Yuan, D Liu, H Shen, L Zhang, IEEE TGRS

  CFCANet: A complete frequency channel attention network for SAR image scene classification

        B Su, J Liu, X Su*, B Luo, Q Wang, IEEE JSTARS

• Spatial–temporal gray-level co-occurrence aware CNN for SAR image change detection

        X Zhang, X Su*, Q Yuan, Q Wang, IEEE GRSL

• Scale-robust deep-supervision network for mapping building footprints from high-resolution remote sensing images

        H Guo, X Su*, S Tang, B Du, L Zhang, IEEE JSTARS

• Boundary-aware dual-stream network for VHR remote sensing images semantic segmentation

        Z Nong, X Su*, Y Liu, Z Zhan, Q Yuan, IEEE JSTARS