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 37th Conference on Neural Information Processing Systems Datasets and Benchmarks Track (NeurIPS), 2023. [Paper][Code]

Journals

Remote Sensing Foundation Model

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: [探索研究院1] [探索研究院2] [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] 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: [探索研究院] [将门创投]

Hyperspectral Image Classification

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]

Aquaculture Pond Extraction

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

• 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, 1/3947.
• 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%)