Conferences

Remote Sensing Foundation Model

SAMRS: Scaling-up Remote Sensing Segmentation Dataset with Segment Anything Model Di Wang, Jing Zhang, Bo Du, Minqiang Xu, Lin Liu, Dacheng Tao and Liangpei Zhang Advances in Neural Information Processing Systems Datasets and Benchmarks Track (NeurIPS), 2023. [Paper][Code][Poster]

LeMeViT: Efficient Vision Transformer with Learnable Meta Tokens for Remote Sensing Image Interpretation Wentao Jiang, Jing Zhang, Di Wang, Qiming Zhang, Zengmao Wang and Bo Du International Joint Conference on Artificial Intelligence (IJCAI), 2024. [Paper][Code]

Journals

Remote Sensing Foundation Model

HyperSIGMA: Hyperspectral Intelligence Comprehension Foundation Model Di Wang, Meiqi Hu, Yao Jin, Yuchun Miao, Jiaqi Yang, Yichu Xu, Xiaolei Qin, Jiaqi Ma, Lingyu Sun, Chenxing Li, Chuan Fu, Hongruixuan Chen, Chengxi Han, Naoto Yokoya, Jing Zhang, Minqiang Xu, Lin Liu, Lefei Zhang, Chen Wu, Bo Du, Dacheng Tao, Liangpei Zhang arXiv e-prints (arXiv), 2024. [Paper][Code] News: 全球首个十亿级高光谱智能理解基础模型

MTP: Advancing Remote Sensing Foundation Model Via Multi-Task Pretraining Di Wang, Jing Zhang, Minqiang Xu, Lin Liu, Dongsheng Wang, Erzhong Gao, Chengxi Han, Haonan Guo, Bo Du, Dacheng Tao and Liangpei Zhang IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing (JSTARS), 2024. [Paper][Code] News: MTP: 基于遥感基础模型的多任务预训练范式

Advancing Plain Vision Transformer Towards Remote Sensing Foundation Model Di Wang, Qiming Zhang, Yufei Xu, Jing Zhang, Bo Du, Dacheng Tao and Liangpei Zhang IEEE Transactions on Geoscience and Remote Sensing (TGRS), 2022. (ESI Highly Cited Paper) [Paper][Code] News: [全球首个面向遥感任务设计的亿级视觉Transformer大模型] [探索研究院年度高光时刻盘点] [测国重] [遥感院] [AI研究院] [多媒体中心] [多媒体实验室] [课题组] [慧天地] [泰伯网] [CVer] [52CV] [智源] [极市平台] [将门创投] [长江云] [汉新闻] [湖北经视] [广东广电] [澎湃新闻 “中国大模型，产业落地这一年”] [观察者网 “中国大模型图鉴：深度解读《2023大模型落地应用案例集》”] The model has been included in [LuojiaNet].

An Empirical Study of Remote Sensing Pretraining Di Wang, Jing Zhang, Bo Du, Gui-Song Xia, and Dacheng Tao IEEE Transactions on Geoscience and Remote Sensing (TGRS), 2022. (ESI Highly Cited Paper) [Paper][Code][Talk][Slide] News: [RSP: 遥感预训练的实证研究] [将门创投]

Remote Sensing Image Interpretation

HKNAS: Classification of Hyperspectral Imagery Based on Hyper Kernel Neural Architecture Search Di Wang, Bo Du, Liangpei Zhang and Dacheng Tao IEEE Transactions on Neural Networks and Learning Systems (TNNLS), 2023. [Paper][Code]

DCN-T: Dual Context Network with Transformer for Hyperspectral Image Classification Di Wang, Jing Zhang, Bo Du, Liangpei Zhang and Dacheng Tao IEEE Transactions on Image Processing (TIP), 2023. [Paper][Code]

Spectral-Spatial Global Graph Reasoning for Hyperspectral Image Classification Di Wang, Bo Du and Liangpei Zhang IEEE Transactions on Neural Networks and Learning Systems (TNNLS), 2023. [Paper][Code]

Fully Contextual Network for Hyperspectral Scene Parsing Di Wang, Bo Du and Liangpei Zhang IEEE Transactions on Geoscience and Remote Sensing (TGRS), 2021. (ESI Highly Cited Paper) [Paper][Code]

Adaptive Spectral–Spatial Multiscale Contextual Feature Extraction for Hyperspectral Image Classification Di Wang, Bo Du, Liangpei Zhang and Yonghao Xu IEEE Transactions on Geoscience and Remote Sensing (TGRS), 2020. (ESI Highly Cited Paper) [Paper][Code]

Hyperspectral image classification based on multi-scale information compensation Di Wang, Bo Du, Liangpei Zhang and Sheng Chu Remote Sensing Letters (RSL), 2020. [Paper][Code]

ITER: Image-to-Pixel Representation for Weakly Supervised HSI Classification Jiaqi Yang, Bo Du, Di Wang and Liangpei Zhang IEEE Transactions on Image Processing (TIP), 2024. [Paper] News: 高光谱图像分类：首次使用图像级标注进行像素级分类

Remote Sensing Technology Application

Empowering Agrifood System with Artificial Intelligence: A Survey of the Progress, Challenges and Opportunities Tao Chen, Liang Lv, Di Wang, Jing Zhang, Yue Yang, Zeyang Zhao, Chen Wang, Xiaowei Guo, Hao Chen, Qingye Wang, Yufei Xu, Qiming Zhang, Bo Du, Liangpei Zhang, Dacheng Tao ACM Computing Surveys (CSUR), 2024. [Paper][Project]

RCSANet: A Full Convolutional Network for Extracting Inland Aquaculture Ponds from High-Spatial-Resolution Images Zhe Zeng, Di Wang, Wenxia Tan, Gongliang Yu, Jiacheng You, Botao Lv and Zhongheng Wu Remote Sensing (RS), 2020. [Paper]

Extracting aquaculture ponds from natural water surfaces around inland lakes on medium resolution multispectral images Zhe Zeng, Di Wang, Wenxia Tan and Jianhua Huang International Journal of Applied Earth Observation and Geoinformation (JAG), 2019. [Paper]

Membership

• IEEE, Member
• IEEE Young Professionals
• IEEE Geoscience and Remote Sensing Society (GRSS), Student Member
• 中国人工智能学会，学生会员
• 中国图象图形学学会，学生会员
• 中国图象图形学学会遥感图像专业委员会，学生会员

Reviewer

Journal

• IEEE Transactions on Image Processing (TIP)
• ISPRS Journal of Photogrammetry and Remote Sensing (ISPRS P&RS)
• Geo-spatial Information Science (GSIS)
• IEEE Transactions on Geoscience and Remote Sensing (TGRS)
• IEEE Transactions on Circuits and Systems for Video Technology (TCSVT)
• IEEE Transactions on Knowledge and Data Engineering (TKDE)
• IEEE Transactions on Cybernetics (TCYB)
• IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing (JSTARS)
• IEEE Geoscience and Remote Sensing Letters (GRSL)
• IET Cyber-Systems and Robotics (CSR)

Conference

• Annual Conference on Neural Information Processing Systems (NeurIPS)
• International Conference on Learning Representations (ICLR)
• IEEE/CVF Computer Vision and Pattern Recognition Conference (CVPR)
• International Joint Conference on Artificial Intelligence (IJCAI)
• ACM International Conference on Multimedia (ACM MM)

Awards

• 2024: Second-Prize of the PhD Student Forum of the School of Computer Science in Wuhan University | 武汉大学计算机学院博士生论坛二等奖
• 2023: Graduate Academic Innovation First-Class Prize in Wuhan University | 武汉大学研究生学术创新一等奖
• 2022-2023: First and Second-Class Academic Scholarship for Graduate Student in Wuhan University | 武汉大学研究生学业一、二等奖
• 2015-2017: Second and Third-Class Academic Scholarship in China University of Petroleum (East China) | 中石大华东学业二、三等奖

Competitions

• 2023: The 5th International Gaofen Challenge, High Resolution SAR Image Coastal Aquaculture Pond Segmentation Track. Team: TNT, 1/129. (Champion!)
• 2023: Alibaba Cloud Tianchi Long Term Competition of Surface Building Identification. Team: HJWSL丶, 1/5028.
• 2021: 2020 IEEE Data Fusion Contest. Team: jinitaimei, 23/159.
• 2020: 2019 IEEE Data Fusion Contest Track 1. Team: hjxl_dww, 10/176. (Top 10%)
• 2019: Alibaba Cloud German AI Challenge 2018. Team: 广埠屯铁头娃, 50/1329. (Top 5%)

• Yonghao Xu (徐永浩), Sheng Chu (褚胜)
  
  
• Qiming Zhang (张启明), Yufei Xu (徐宇飞),
  
  
• Chengxi Han (韩承熙), Haonan Guo (郭昊南), Dongsheng Wang (王东升), Erzhong Gao (高二中),
  
  
• Jiaqi Yang (杨佳琪), Meiqi Hu (胡美琪), Yao Jin (金垚), Yuchun Miao (苗雨春) , Yichu Xu (徐一楚), Xiaolei Qin (秦晓蕾), Jiaqi Ma (马嘉祺),
  Lingyu Sun (孙凌瑜), Chenxing Li (李辰星), Chuan Fu (付川) , Hongruixuan Chen (陈洪瑞轩)
  
  
• Liang Lv (吕良)