Haiyan Guan

5.6k total citations · 2 hit papers
125 papers, 4.5k citations indexed

About

Haiyan Guan is a scholar working on Environmental Engineering, Computer Vision and Pattern Recognition and Geology. According to data from OpenAlex, Haiyan Guan has authored 125 papers receiving a total of 4.5k indexed citations (citations by other indexed papers that have themselves been cited), including 74 papers in Environmental Engineering, 41 papers in Computer Vision and Pattern Recognition and 40 papers in Geology. Recurrent topics in Haiyan Guan's work include Remote Sensing and LiDAR Applications (73 papers), 3D Surveying and Cultural Heritage (40 papers) and Remote-Sensing Image Classification (31 papers). Haiyan Guan is often cited by papers focused on Remote Sensing and LiDAR Applications (73 papers), 3D Surveying and Cultural Heritage (40 papers) and Remote-Sensing Image Classification (31 papers). Haiyan Guan collaborates with scholars based in China, Canada and Iran. Haiyan Guan's co-authors include Yongtao Yu, Jonathan Li, Daifeng Peng, Yongjun Zhang, Cheng Wang, Zheng Ji, Dilong Li, Lorenzo Bruzzone, Michael A. Chapman and Haiyong Ding and has published in prestigious journals such as SHILAP Revista de lepidopterología, IEEE Transactions on Geoscience and Remote Sensing and IEEE Access.

In The Last Decade

Haiyan Guan

121 papers receiving 4.3k citations

Hit Papers

align trajectories

What are hit papers?

Hit papers significantly outperform the citation benchmark for their cohort. A paper qualifies if it has ≥500 total citations, achieves ≥1.5× the top-1% citation threshold for papers in the same subfield and year (this is the minimum needed to enter the top 1%, not the average within it), or reaches the top citation threshold in at least one of its specific research topics.

End-to-End Change Detection for High Resolution Satellite Images Using Improved UNet++

2019 600 citations Daifeng Peng, Yongjun Zhang et al. Remote Sensing profile →
SemiCDNet: A Semisupervised Convolutional Neural Network for Change Detection in High Resolution Remote-Sensing Images

2020 308 citations Daifeng Peng, Lorenzo Bruzzone et al. IEEE Transactions on Geoscience and Remote Sensing profile →

Peers

Countries citing papers authored by Haiyan Guan

Since Specialization

Citations

This map shows the geographic impact of Haiyan Guan's research. It shows the number of citations coming from papers published by authors working in each country. You can also color the map by specialization and compare the number of citations received by Haiyan Guan with the expected number of citations based on a country's size and research output (numbers larger than one mean the country cites Haiyan Guan more than expected).

Fields of papers citing papers by Haiyan Guan

Since Specialization

Physical SciencesHealth SciencesLife SciencesSocial Sciences

This network shows the impact of papers produced by Haiyan Guan. Nodes represent research fields, and links connect fields that are likely to share authors. Colored nodes show fields that tend to cite the papers produced by Haiyan Guan. The network helps show where Haiyan Guan may publish in the future.

Co-authorship network of co-authors of Haiyan Guan

This figure shows the co-authorship network connecting the top 25 collaborators of Haiyan Guan. A scholar is included among the top collaborators of Haiyan Guan based on the total number of citations received by their joint publications. Widths of edges represent the number of papers authors have co-authored together. Node borders signify the number of papers an author published with Haiyan Guan. Haiyan Guan is excluded from the visualization to improve readability, since they are connected to all nodes in the network.

All Works

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20 of 20 papers shown

#	Work	Indexed citations
1	FTG-Net: A facade topology-aware graph network for class imbalance structural segmentation of building facades 2025 ·ISPRS Journal of Photogrammetry and Remote Sensing ·Yufu Zang, Xu Liu, Zhen Cui, Xiongwu Xiao, Haiyan Guan, Bisheng Yang	0
2	Vision Foundation Model Guided Multimodal Fusion Network for Remote Sensing Semantic Segmentation 2025 ·IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing ·Pan Chen, Xijian Fan, Tardi Tjahjadi, Haiyan Guan, Liyong Fu, Qiaolin Ye, Ruili Wang	2
3	Perturbation Matters: A Novel Approach for Semi-Supervised Remote Sensing Imagery Change Detection 2025 ·Remote Sensing ·(unknown), Min Liu, Haiyan Guan	1
4	DAAL-WS: A weakly-supervised method integrated with data augmentation and active learning strategies for MLS point cloud semantic segmentation 2024 ·International Journal of Applied Earth Observation and Geoinformation ·(unknown), Haiyan Guan, Lingfei Ma, Jiacheng Liu, (unknown), Lanying Wang, Zhen Dong, (unknown), Jonathan Li	2
5	Deep learning change detection techniques for optical remote sensing imagery: Status, perspectives and challenges 2024 ·International Journal of Applied Earth Observation and Geoinformation ·Daifeng Peng, Xuelian Liu, Yongjun Zhang, Haiyan Guan, Yansheng Li, Lorenzo Bruzzone	12
6	RTCNet: A novel real-time triple branch network for pavement crack semantic segmentation 2024 ·International Journal of Applied Earth Observation and Geoinformation ·Bin Liu, Jian Kang, Haiyan Guan, (unknown), Yongtao Yu, Lingfei Ma, Daifeng Peng, Linlin Xu, Dongchuan Wang	1
7	Crack-U²Net: Multiscale Feature Learning Network for Pavement Crack Detection From Large-Scale MLS Point Clouds 2024 ·IEEE Transactions on Intelligent Transportation Systems ·(unknown), (unknown), Lingfei Ma, Yiping Chen, Haiyan Guan, Yongtao Yu, José Marcato, Jonathan Li	7
8	A Novel ICESat-2 Signal Photon Extraction Method Based on Convolutional Neural Network 2024 ·Remote Sensing ·Wenjun Qin, Yan Song, (unknown), (unknown), Haiyan Guan	10
9	Deep learning for filtering the ground from ALS point clouds: A dataset, evaluations and issues 2023 ·ISPRS Journal of Photogrammetry and Remote Sensing ·Nannan Qin, Weikai Tan, Lingfei Ma, (unknown), Haiyan Guan, Jonathan Li	20
10	Integrating ensemble prediction constraints and error prediction entropy maximization for MLS point cloud classification 2023 ·National Remote Sensing Bulletin ·(unknown), Haiyan Guan, Zhen Dong	0
11	Pavement crack detection from CCD images with a locally enhanced transformer network 2022 ·International Journal of Applied Earth Observation and Geoinformation ·(unknown), Haiyan Guan, Jian Kang, (unknown), Lingfei Ma, Yongtao Yu, Yiping Chen, Jonathan Li	68
12	Self-Attention in Reconstruction Bias U-Net for Semantic Segmentation of Building Rooftops in Optical Remote Sensing Images 2021 ·Remote Sensing ·Ziyi Chen, Dilong Li, Wentao Fan, Haiyan Guan, Cheng Wang, Jonathan Li	65
13	Full-Level Domain Adaptation for Building Extraction in Very-High-Resolution Optical Remote-Sensing Images 2021 ·IEEE Transactions on Geoscience and Remote Sensing ·Daifeng Peng, Haiyan Guan, Yufu Zang, Lorenzo Bruzzone	45
14	Land Cover Classification of Multispectral LiDAR Data With an Efficient Self-Attention Capsule Network 2021 ·IEEE Geoscience and Remote Sensing Letters ·Yongtao Yu, (unknown), Haiyan Guan, Lanfang Wang, Shangbing Gao, (unknown), Yahong Zhang, Jonathan Li	16
15	SemiCDNet: A Semisupervised Convolutional Neural Network for Change Detection in High Resolution Remote-Sensing Images breakdown → 2020 ·IEEE Transactions on Geoscience and Remote Sensing ·Daifeng Peng, Lorenzo Bruzzone, Yongjun Zhang, Haiyan Guan, Haiyong Ding, Xu Huang	308
16	Building Extraction from Airborne Multi-Spectral LiDAR Point Clouds Based on Graph Geometric Moments Convolutional Neural Networks 2020 ·Remote Sensing ·Dilong Li, Xin Shen, Yongtao Yu, Haiyan Guan, Jonathan Li, Guo Zhang, Deren Li	32
17	GGM-Net: Graph Geometric Moments Convolution Neural Network for Point Cloud Shape Classification 2020 ·IEEE Access ·Dilong Li, Xin Shen, Yongtao Yu, Haiyan Guan, Hanyun Wang, Deren Li	12
18	Road Manhole Cover Delineation Using Mobile Laser Scanning Point Cloud Data 2019 ·IEEE Geoscience and Remote Sensing Letters ·Yongtao Yu, Haiyan Guan, Dilong Li, Chunhua Jin, Cheng Wang, Jonathan Li	14
19	3-D Feature Matching for Point Cloud Object Extraction 2019 ·IEEE Geoscience and Remote Sensing Letters ·Yongtao Yu, Haiyan Guan, Dilong Li, Shenghua Jin, (unknown), Cheng Wang, Jonathan Li	11
20	Automated mosaicking of UAV images based on SFM method 2014 ·Hui Wang, Jonathan Li, Liyong Wang, Haiyan Guan, (unknown)	7

Rankless uses publication and citation data sourced from OpenAlex, an open and comprehensive bibliographic database. While OpenAlex provides broad and valuable coverage of the global research landscape, it—like all bibliographic datasets—has inherent limitations. These include incomplete records, variations in author disambiguation, differences in journal indexing, and delays in data updates. As a result, some metrics and network relationships displayed in Rankless may not fully capture the entirety of a scholar's output or impact.

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