Jiawei Jiang (姜镓伟)

Email: jiangjw26@mail2.sysu.edu.cn / jiaweijiang@csuft.edu.cn
[Google Scholar] [GitHub] [ResearchGate] [ORCID]

Location: Guangdong, China
| Topics | Experiences | Publications | Services | Selected Competitions | Selected Honors |

Research Topics


Experiences

Education Experiences:


Publications

Journals:

    Yuanjun Xing, Jiawei Jiang*, Jun Xiang, Enping Yan, Yabin Song, Dengkui Mo “LightCDNet: Lightweight Change Detection Network Based on VHR Images,” IEEE Geoscience and Remote Sensing Letters (GRSL), 2023. (SCI Q1, IF=5.343) [Paper] [Code]

    Jiawei Jiang*, Yuanjun Xing, Wei Wei, Enping Yan, Jun Xiang, Dengkui Mo, “DSNUNet: An Improved Forest Change Detection Network by Combining Sentinel-1 and Sentinel-2 Images,” Remote Sensing (RS), 2022. (SCI Q1, IF=5.0) [Paper] [Code]

    Jiawei Jiang*, Jun Xiang, Enping Yan, Yabin Song, Dengkui Mo, “Forest-CD: Forest Change Detection Network Based on VHR Images,” IEEE Geoscience and Remote Sensing Letters (GRSL), 2022. (SCI Q1, IF=5.343) [Paper] [Code]

    Wenjie Yan, Jiawei Jiang, Lanwu He, Wenli Zhao, Richard Nair, Xu Wang, Yujiu Xiong, “Correcting land surface temperature from thermal imager by considering heterogeneous emissivity,” International Journal of Applied Earth Observation and Geoinformation (JAG), 2024. (SCI Q1, IF=7.5) [Paper]

    Shuyi Cao, Yubin Tang, Enping Yan, Jiawei Jiang, Dengkui Mo, “Bridging Domains and Resolutions: Deep Learning-Based Land Cover Mapping without Matched Labels,” Remote Sensing (RS), 2024. (SCI Q1, IF=5.0) [Paper]

    Haoran Li, Enping Yan, Jiawei Jiang, Dengkui Mo, “Monitoring of key Camellia Oleifera phenology features using field cameras and deep learning,” Computers and Electronics in Agriculture (CEA), 2024. (SCI Q1, IF=8.3) [Paper]

    Yabin Song, Jun Xiang, Jiawei Jiang, Enping Yan, Wei Wei, Dengkui Mo, “A Cross-Domain Change Detection Network Based on Instance Normalization,” Remote Sensing (RS), 2023. (SCI Q1, IF=5.0) [Paper] [Code]

    Lei Deng, Enping Yan, Jiawei Jiang, Dengkui Mo, “Estimating Fine Fuel Load Using Sentinel-2A Imagery and Machine Learning: A Case Study in the Mountainous Forests of Changsha, China,” Remote Sensing (RS), 2023. (SCI Q1, IF=5.0) [Paper]

    Yajing Li, Enping Yan, Jiawei Jiang, Dan Cao, Dengkui Mo, “Investigating the Identification and Spatial Distribution Characteristics of Camellia oleifera Plantations Using High-Resolution Imagery,” Remote Sensing (RS), 2023. (SCI Q1, IF=5.0) [Paper]

    Yiqiao Chen, Enping Yan, Jiawei Jiang, Guozhen Zhang, Dengkui Mo, “An efficient approach to monitoring pine wilt disease severity based on random sampling plots and UAV imagery,” Ecological Indicators (EI), 2023. (SCI Q1, IF=6.9) [Paper]

    Jun Xiang, Yuanjun Xing, Wei Wei, Enping Yan, Jiawei Jiang, Dengkui Mo, “Dynamic Detection of Forest Change in Hunan Province Based on Sentinel-2 Images and Deep Learning,” Remote Sensing (RS), 2023. (SCI Q1, IF=5.0) [Paper]

    Minghui Li, Enping Yan, Hui Zhou, Jiaxing Zhu, Jiawei Jiang, Dengkui Mo, “A novel method for cliff vegetation estimation based on the unmanned aerial vehicle 3D modeling,” Frontiers in Plant Science (FPS), 2022. (SCI Q1, IF=5.6) [Paper]


Conferences:

    Shihong Wang, Ruixun Liu, Kaiyu Li, Jiawei Jiang, Xiangyong Cao, “Class Similarity Transition: Decoupling Class Similarities and Imbalance from Generalized Few-shot Segmentation,” Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops (CVPRW), 2024. (EI, Oral) [Paper] [Code]


    * 表示学生第一作者


Services

Reviewer:

  • Remote Sensing (RS)
  • IEEE Geoscience and Remote Sensing Letters (GRSL)

Selected Competitions

  • 2024, ISPRS TC I Contest (Change Detection) TOP3. (Team leader) (URL | Code)
  • 2024, CVPR 2024 OpenEarthMap Land Cover Mapping Few-Shot Challenge TOP2. (Collaboration with Kaiyu Li) (URL | Code)
  • 2023, “国丰东方慧眼杯” 遥感影像智能处理算法大赛-变化检测赛道 优胜奖. (Team leader)
  • 2023, “泰坦杯”全国大学生空间信息应用大赛-人工智能提取林地变化 二等奖(精度、效率分排名第一). (Team leader)
  • 2022, “航天宏图杯”遥感影像智能处理算法大赛-变化检测赛道 优胜奖. (Team leader)

Awards

  • 2023, Outstanding Graduate Student, Central South University of Forestry and Technology | 中南林业科技大学优秀毕业研究生
  • 2023, Tao Zhu Scholarship, Central South University of Forestry and Technology | 中南林业科技大学陶铸奖学金
  • 2022, First Prize of Academic Scholarship, Central South University of Forestry and Technology | 中南林业科技大学学业奖学金一等奖