Leaderboards/Automated Road and Building Extraction

Automated Road and Building Extraction

Last updated July 7, 2026

Rising Stars

New and hot

Rising Stars Researchers

1
Haonan Guo
Wuhan University
2
Qiqi Zhu
China University of Geosciences
3
Gerard Maggiolino
Carnegie Mellon University
4
David B. Olawade
York St John University
5
Hamidreza Hosseinpour
University of Tehran
6
Keyan Chen
Hong Kong Jockey Club
7
Yujun Hou
Chinese Academy of Sciences
8
Bingyu Chen
Sichuan University
9
Kunhao Yuan
Loughborough University
10
Hanhong Zheng
Xidian University

Rising Stars Papers

1
Enhancing mental health with Artificial Intelligence: Current trends and future prospects
Journal of Medicine Surgery and Public Health|2024
442 cit.
2
RSPrompter: Learning to Prompt for Remote Sensing Instance Segmentation Based on Visual Foundation Model
IEEE Transactions on Geoscience and Remote Sensing|2024
291 cit.
3
RSMamba: Remote Sensing Image Classification With State Space Model
IEEE Geoscience and Remote Sensing Letters|2024
289 cit.
4
Smart waste management: A paradigm shift enabled by artificial intelligence
Waste Management Bulletin|2024
275 cit.
5
Artificial intelligence in environmental monitoring: Advancements, challenges, and future directions
Hygiene and Environmental Health Advances|2024
247 cit.
6
Artificial intelligence in healthcare delivery: Prospects and pitfalls
Journal of Medicine Surgery and Public Health|2024
144 cit.
7
Artificial intelligence potential for net zero sustainability: Current evidence and prospects
Next Sustainability|2024
125 cit.
8
The synergy of artificial intelligence and nanotechnology towards advancing innovation and sustainability - A mini-review
Nano Trends|2024
96 cit.
9
Global Streetscapes — A comprehensive dataset of 10 million street-level images across 688 cities for urban science and analytics
ISPRS Journal of Photogrammetry and Remote Sensing|2024
90 cit.
10
Metal and metal oxide nanomaterials for heavy metal remediation: novel approaches for selective, regenerative, and scalable water treatment
Frontiers in Nanotechnology|2024
89 cit.

Emerging Leaders

Gaining momentum

Emerging Leaders Researchers

1
Huaiyu Wan
Beijing Jiaotong University
2
Hao Cui
Wuhan University
3
Miaozhong Xu
Wuhan University
4
Dongzhi Wang
Nantong University
5
Xiaoliang Meng
Northeastern University
6
Chatpong Sommai
Wuhan University
7
Penghao Tang
Beijing University of Technology
8
Zhang Bingqi
Institute of Computing Technology
9
Zhenghua Xu
Hebei University of Technology
10
Bankole I. Oladapo
INTI International University

Emerging Leaders Papers

1
Smart waste management: A paradigm shift enabled by artificial intelligence
Waste Management Bulletin|2024
275 cit.
2
Artificial intelligence in environmental monitoring: Advancements, challenges, and future directions
Hygiene and Environmental Health Advances|2024
247 cit.
3
Multi-modal contrastive mutual learning and pseudo-label re-learning for semi-supervised medical image segmentation
Medical Image Analysis|2022
130 cit.
4
Hyaluronic acid methacrylate/pancreatic extracellular matrix as a potential 3D printing bioink for constructing islet organoids
Acta Biomaterialia|2022
127 cit.
5
Class-Guided Swin Transformer for Semantic Segmentation of Remote Sensing Imagery
IEEE Geoscience and Remote Sensing Letters|2022
74 cit.
6
Multi-ConDoS: Multimodal Contrastive Domain Sharing Generative Adversarial Networks for Self-Supervised Medical Image Segmentation
IEEE Transactions on Medical Imaging|2023
68 cit.
7
Spatial-Temporal Position-Aware Graph Convolution Networks for Traffic Flow Forecasting
IEEE Transactions on Intelligent Transportation Systems|2022
64 cit.
8
Boosting wheat functional genomics via an indexed EMS mutant library of KN9204
Plant Communications|2023
64 cit.
9
Shape memory polymer review for flexible artificial intelligence materials of biomedical
Materials Chemistry and Physics|2022
59 cit.
10
Machine Learning for Optimising Renewable Energy and Grid Efficiency
Atmosphere|2024
57 cit.

Current Senior Leaders

Established & currently active

Current Senior Leaders Researchers

1
Bernhard Seeger
Philipps University of Marburg
2
Yunhong Wang
Beihang University
3
Hugh Durrant‐Whyte
Spectrum Research (United States)
4
Junwei Han
Chongqing University of Posts and Telecommunications
5
Bo Du
First Affiliated Hospital of Zhengzhou University
6
Dirk Tiede
University of Salzburg
7
Meng Lü
University of Bayreuth
8
Chunhong Pan
Chinese Academy of Sciences
9
Yan Huang
Dongguan University of Technology
10
Raquel Urtasun
Toyota Technological Institute at Chicago

Current Senior Leaders Papers

1
Vision meets robotics: The KITTI dataset
The International Journal of Robotics Research|2013
9.7k cit.
2
The R*-tree: an efficient and robust access method for points and rectangles
Unknown Journal|1990
4.2k cit.
3
Simultaneous localization and mapping: part I
IEEE Robotics & Automation Magazine|2006
4.1k cit.
4
A new method for the nonlinear transformation of means and covariances in filters and estimators
IEEE Transactions on Automatic Control|2000
3.7k cit.
5
Road Extraction by Deep Residual U-Net
IEEE Geoscience and Remote Sensing Letters|2018
3.1k cit.
6
Simultaneous localization and mapping (SLAM): part II
IEEE Robotics & Automation Magazine|2006
2.5k cit.
7
Deep Learning for Remote Sensing Data: A Technical Tutorial on the State of the Art
IEEE Geoscience and Remote Sensing Magazine|2016
2.2k cit.
8
Object detection in optical remote sensing images: A survey and a new benchmark
ISPRS Journal of Photogrammetry and Remote Sensing|2019
2.1k cit.
9
A new approach for filtering nonlinear systems
Unknown Journal|2005
1.9k cit.
10
Fully Convolutional Networks for Multisource Building Extraction From an Open Aerial and Satellite Imagery Data Set
IEEE Transactions on Geoscience and Remote Sensing|2018
1.8k cit.

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