Publications

Publications — 2024

Crack-UNet: Multiscale Feature Learning Network for Pavement Crack Detection From Large-Scale MLS Point Clouds
Huifang Feng, Wen Li, Lingfei Ma*, Yiping Chen*, Haiyan Guan, Yongtao Yu, José Marcato, Jonathan Li
IEEE Transactions on Intelligent Transportation Systems 2024 (IF=7.9, CCF-B)
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Temporal-Spectral-Semantic-Aware Convolutional Transformer Network for Multi-class Tidal Wetland Change Detection in Greater Bay Area
Siyu Qian, Zhaohui Xue*, Mingming Jia, Yiping Chen, Hongjun Su
ISPRS Journal of Photogrammetry and Remote Sensing 2024 (IF=12.7)
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Point and Voxel Cross Perception with Lightweight Cosformer for Large-Scale Point Cloud Semantic Segmentation
Shuai Zhang, Biao Wang, Yiping Chen*, Shuhang Zhang, Wuming Zhang
International Journal of Applied Earth Observation and Geoinformation 2024 (IF=7.6)
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Chat3D: Interactive Understanding 3D Scene-Level Point Clouds by Chatting with Foundation Model for Urban Ecological Construction
Yiping Chen, Shuai Zhang*, Ting Han, Yumeng Du, Wuming Zhang, Jonathan Li
ISPRS Journal of Photogrammetry and Remote Sensing 2024 (IF=12.7)
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Joint Structure Detection and Multi-Scale Clustering Filtering for Tunnel Lining Extraction From Point Clouds
Yipeng Zhao, Aiguang Li*, Zhigang Du, Yiping Chen, Haili Sun, Zhiyang Zhi
IEEE Transactions on Intelligent Transportation Systems 2024 (IF=8.5, CCF-B)
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SPTNet: Sparse Convolution and Transformer Network for Woody and Foliage Components Separation from Point Clouds
Shuai Zhang, Yiping Chen*, Biao Wang, Dong Pan, Wuming Zhang, Aiguang Li
IEEE Transactions on Geoscience and Remote Sensing 2024 (IF=8.2, CCF-B)
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A Survey of Point Cloud Completion
Zhiyun Zhuang, Zhiyang Zhi, Ting Han, Yiping Chen*, Jun Chen, Cheng Wang, Ming Cheng, Xinchang Zhang, Nannan Qin, Lingfei Ma
IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing 2024 (IF=5.5)
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Low-FaceNet: Face recognition-driven low-light image enhancement
Yihua Fan, Yongzhen Wang, Dong Liang, Yiping Chen, Haoran Xie, Fu Lee Wang, Jonathan Li, Mingqiang Wei*
IEEE Transactions on Instrumentation and Measurement 2024 (IF=5.6)
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Publications — 2023

从大模型看测绘时空信息智能处理的机遇和挑战
杨必胜, 陈一平*, 邹勤
武汉大学学报 (信息科学版) 2023
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BrGAN: Blur Resist Generative Adversarial Network With Multiple Joint Dilated Residual Convolutions for Chlorophyll Color Image Restoration
Ziyi Chen, Yuhua Luo, Yiping Chen, Jing Wang, Dilong Li, Kyle Gao, Cheng Wang, Jonathan Li*
IEEE Transactions on Geoscience and Remote Sensing 2023 (IF=8.2, CCF-B)
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A Click-based Interactive Segmentation Network for Point Clouds
Wentao Sun, Zhipeng Luo, Yiping Chen*, Huxiong Li, Jose Marcato, Wesley Nunes Gonçalves, Jonathan Li*
IEEE Transactions on Geoscience and Remote Sensing 2023 (IF=8.2, CCF-B)
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A lightweight building instance extraction method based on adaptive optimization of mask contour
Xiaoxue Liu, Yiping Chen*, Cheng Wang, Kun Tan, Jonathan Li*
International Journal of Applied Earth Observation and Geoinformation 2023 (IF=7.5)
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From tree to forest: Multiple carbon sink constraints
Hui Liu*, Lin Zhang, Qin Ma, Wei Zhao, Yiping Chen
The Innovation 2023 (IF=32.1)
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SCL-GCN: Stratified Contrastive Learning Graph Convolution Network for pavement crack detection from mobile LiDAR point clouds
Huifang Feng, Lingfei Ma*, Yongtao Yu, Yiping Chen*, Jonathan Li
International Journal of Applied Earth Observation and Geoinformation 2023 (IF=7.5)
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3D LiDAR and multi-technology collaboration for preservation of built heritage in China: A review
Yuan Li, Long Zhao, Yiping Chen*, Na Zhang, Hongchao Fan, Zhenxin Zhang
International Journal of Applied Earth Observation and Geoinformation 2023 (IF=7.5)
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Publications — 2022

Automatic Registration of Point Cloud and Panoramic Images in Urban Scenes based on Pole Matching
Yuan Wang, Yuhao Li, Yiping Chen*, Mingjun Peng, Haiting Li, Bisheng Yang, Chi Chen, Zhen Dong
International Journal of Applied Earth Observation and Geoinformation 2022 (IF=7.5)
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Automated Extraction of Building Instances from Dual-Channel Airborne LiDAR Point Clouds
Huifang Feng, Yiping Chen*, Zhipeng Luo, Wentao Sun, Wen Li, Jonathan Li
International Journal of Applied Earth Observation and Geoinformation 2022 (IF=7.5)
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Dense Context Distillation Network for Semantic Parsing of Oblique UAV Images
Youli Ding, Xianwei Zheng*, Yiping Chen, Shuhan Shen, Hanjiang Xiong
International Journal of Applied Earth Observation and Geoinformation 2022 (IF=7.5)
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A Joint Deep Learning Network of Point Clouds and Multiple Views for Roadside Object Classification from LiDAR Point Clouds
Lina Fang, Zhilong You, Guixi Shen, Yiping Chen*, Jianrong Li
ISPRS Journal of Photogrammetry and Remote Sensing 2022 (IF=12.7)
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Detecting Occluded and Dense Trees in Urban Terrestrial Views with a High-Quality Tree Detection Dataset
Yongzhen Wang, Xuefeng Yan*, Hexiang Bao, Yiping Chen, Lina Gong, Mingqiang Wei, Jonathan Li
IEEE Transactions on Geoscience and Remote Sensing 2022 (IF=8.2)
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Pavement Crack Detection from CCD Images with a Locally Enhanced Transformer Network
Zhengsen Xu, Haiyan Guan*, Jian Kang, Xiangda Lei, Lingfei Ma, Yongtao Yu, Yiping Chen, Jonathan Li
International Journal of Applied Earth Observation and Geoinformation 2022 (IF=7.5)
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WGNet: Wider Graph convolution Networks for 3D Point Cloud Classification with Local Dilated Connecting and Context-Aware
Yiping Chen, Zhipeng Luo*, Wen Li, Haojia Lin, Abdul Nurunnabi, Yaojin Lin, Cheng Wang, Xiao-Ping Zhang, Jonathan Li
International Journal of Applied Earth Observation and Geoinformation 2022 (IF=7.5)
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DFAN: Dual-branch Feature Alignment Network for Domain Adaptation on Point Clouds
Liangwei Shi, Zhimin Yuan, Ming Cheng*, Yiping Chen, Cheng Wang
IEEE Transactions on Geoscience and Remote Sensing 2022 (IF=8.2)
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Cycle-SNSPGAN: Towards Real-World Image Dehazing via Cycle Spectral Normalized Soft Likelihood Estimation Patch GAN
Yongzhen Wang, Xuefeng Yan*, Donghai Guan, Mingqiang Wei, Yiping Chen, Xiao-Ping Zhang, Jonathan Li
IEEE Transactions on Intelligent Transportation Systems 2022 (IF=8.5)
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DeepUrbanDownscale: A Physics Informed Deep Learning Framework for High-Resolution Urban Surface Temperature Estimation via 3D Point Clouds
Linwei Chen, Bowen Fang, Lei Zhao, Yu Zang*, Weiquan Liu, Yiping Chen, Cheng Wang, Jonathan Li
International Journal of Applied Earth Observation and Geoinformation 2022 (IF=7.5)
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• 面向地外天体熔岩管的三维探测与形态研究, 杜雨萌, 陈一平*, 张帅, 张吴明, 深空探测学报, 2024.
• 基于轻量型移动测量系统的地外熔岩隧道3D探测与地表验证, 赵昕, 梁福逊, 李健平, 陈一平, 杨必胜, 深空探测学报, 2024.
• 探地雷达对天体熔岩管道探测技术验证, 徐懿, 陈锐, 黄汉钧, 孟新栋, 陈一平, 张领, 张骏, 肖龙, 深空探测学报, 2024.
• A Deep-Learning-Based Method for Extracting an Arbitrary Number of Individual Power Lines from UAV-Mounted Laser Scanning Point Clouds, Sha Zhu, Qiang Li, Jianwei Zhao, Chunguang Zhang, Guang Zhao, Lu Li, Zhenghua Chen*, Yiping Chen, Remote Sensing, 2024.
• Road Image Free Space Detection via Learnable Deep Position Encoding, Ting Han, Siyu Chen, Jin Ma, Guorong Cai, Wuming Zhang, Yiping Chen*, Geomatics and Information Science of Wuhan University, 2024.
• Semantic segmentation of city road elements from point cloud based on semi-supervised graph convolution, Yiping Chen, Ting Han, Jun Chen, Hongchao Fan*, Northern Lights Deep Learning Conference Abstracts, 2023.
• Towards detecting speed bumps from MLS point clouds data, Hongchao Fan*, Yiping Chen, The International Archives of the Photogrammetry, Remote Sensing and Spatial Information Sciences, 2023.
• Learning point cloud context information based on 3D transformer for more accurate and efficient classification, Yiping Chen, Shuai Zhang*, Weisheng Lin, Shuhang Zhang, Wuming Zhang, The Photogrammetric Record, 2023.
• Feature Graph Convolution Network with Attentive Fusion for Large-Scale Point Clouds Semantic Segmentation, Jun Chen, Yiping Chen*, Cheng Wang, IEEE Geoscience and Remote Sensing Letters, 2023.
• Tree Species Classfifcation Using Deep Learning Based 3d Point Cloud Transformer on Airborne Lidar Data, Lanying Wang, Dening Lu, Weikai Tan, Yiping Chen, Jonathan Li, IGARSS 2023-2023 IEEE International Geoscience and Remote Sensing Symposium, 2023.
• SPDC: A Super-Point and Point Combining based Dual-Scale Contrastive Learning Network for Point Cloud Semantic Segmentation, Shuai Zhang, Weihong Huang, Yiping Chen*, Wuming Zhang, Jonathan Li, The International Archives of the Photogrammetry, Remote Sensing and Spatial Information Sciences, 2023.
• 基于多源数据的旅游者视觉行为模式与感知评估方法, 李渊*, 郭晶, 陈一平, 地球信息科学学报, 2022.
• Automatic Strawberry Leaf Scorch Severity Rstimation via Faster R-CNN and Few-Shot Learning, Jinchao Pan, Limei Xia, Qiufeng Wu*, Yixin Guo, Yiping Chen, Xiaole Tian, Ecological Informatics, 2022.
• Assessing the Impact of COVID-19 on Human Activities in the Greater Toronto Area by Nighttime Light Images and Active COVID-19 Cases, Lanying Wang, Jianshen Wang, Sarah Narges Fatholahi, Michael A Chapman, Yiping Chen, Jonathan Li, IGARSS 2022-2022 IEEE International Geoscience and Remote Sensing Symposium, 2022.
• Foreground-Background Segmentation of Sequential Point Clouds, Chengzhe Yang, Yiping Chen, Cheng Wang, Jonathan Li, IGARSS 2022-2022 IEEE International Geoscience and Remote Sensing Symposium, 2022.
• Automated Detection of Oil/Gas Well Sites Detection from Multi-Source High Spatial Resolution Images, Hongjie He, Hongzhang Xu, Ying Zhang, Michael A Chapman, Yiping Chen, Jonathan Li, IGARSS 2022-2022 IEEE International Geoscience and Remote Sensing Symposium, 2022.
• STN: Saliency-Guided Transformer Network for Point-wise Semantic Segmentation of Urban Scenes, Lingfei Ma*, Jonathan Li, Haiyan Guan, Yongtao Yu, Yiping Chen, IEEE Geoscience and Remote Sensing Letters, 2022.
• Evaluation of a Compact Helmet-based Laser Scanning System for Aboveground and Underground 3D Mapping, Jianping Li, Bisheng Yang, Yiping Chen, Weitong Wu, Yandi Yang, Xin Zhao, Ruibo Chen, The International Archives of the Photogrammetry, Remote Sensing and Spatial Information Sciences, 2022.
• Urban Vegetation Segmentation using Terrestrial LiDAR Point Clouds based on Point Non-Local Means Network, Yiping Chen, Rongren Wu, Chengzhe Yang, Yaojin Lin*, International Journal of Applied Earth Observation and Geoinformation, 2021, (JCR Q1, IF=7.5).
• Spatial Evolution Path of Gulangyu Island Historical International Community: from the Perspective of Actor-Network Theory, Yuan Li, Jing Guo, Long Zhao, Yiping Chen*, Cheng Wang, Jonathan Li, Heritage Science, 2021, (JCR Q1).
• A Lightweight Network for Building Extraction from Remote Sensing Images, Huaigang Huang, Yiping Chen, Ruisheng Wang*, IEEE Transactions on Geoscience and Remote Sensing, 2021, (JCR Q1, IF=8.2, CCF-B).
• Detection of Individual Trees in UAV LiDAR Point Clouds using a Deep Learning Framework based on Multi-Channel Representation, Zhipeng Luo, Ziyue Zhang, Wen Li, Yiping Chen*, Cheng Wang, Abdul Awal Md Nurunnabi, Jonathan Li*, IEEE Transactions on Geoscience and Remote Sensing, 2021, (JCR Q1, IF=8.2, CCF-B).
• Hyperspectral Image Classification on Insufficient-Sample and Feature Learning using Deep Neural Networks: A Review, Naftaly Wambugu, Yiping Chen*, Zhenlong Xiao, Kun Tan, Mingqiang Wei, Xiaoxue Liu, Jonathan Li, International Journal of Applied Earth Observations and Geoinformation, 2021, (JCR Q1, IF=7.5).
• Average-DInSAR Method for Unstable Escarpments Detection Induced by Underground Coal Mining, Xin Yao, Yiping Chen, Donglie Liu, Zhenkai Zhou, Veraldo Liesenberg, José Marcato Junior, Jonathan Li, International Journal of Applied Earth Observations and Geoinformation, 2021, (JCR Q1, IF=7.5).
• Dense Point Cloud Completion based on Generative Adversarial Network, Ming Cheng, Guoyan Li, Yiping Chen*, Jun Chen, Cheng Wang, Jonathan Li, IEEE Transactions on Geoscience and Remote Sensing, 2021, (JCR Q1, IF=8.2, CCF-B).
• A hybrid Deep Convolutional Neural Network for Accurate Land Cover Classification, Naftaly Wambugu, Yiping Chen*, Zhenlong Xiao, Mingqiang Wei, Saifullahi Aminu Bello, José Marcato Junior, Jonathan Li*, International Journal of Applied Earth Observation and Geoinformation, 2021, (JCR Q1, IF=7.5).
• Semantic Segmentation of UAV LiDAR Point Clouds of a Stack Interchange with Deep Neural Networks, Weikai Tan, Dedong Zhang, Lingfei Ma, Lanying Wang, Nannan Qin, Yiping Chen, Jonathan Li, 2021 IEEE International Geoscience and Remote Sensing Symposium IGARSS, 2021.
• A local Topological Information Aware based Deep Learning Method for Ground Filtering from Airborne LiDAR Data, Zhipeng Luo, Ziyue Zhang, Wen Li, Haojia Lin, Yiping Chen, Cheng Wang, Jonathan Li, 2021 IEEE International Geoscience and Remote Sensing Symposium IGARSS, 2021.
• Direction-aware Feature-level Frequency Decomposition for Single Image Deraining, Sen Deng, Yidan Feng, Mingqiang Wei, Haoran Xie, Yiping Chen, Jonathan Li, Xiao-Ping Zhang, Jing Qin, International Joint Conferences on Artificial Intelligence, 2021, (CCF-A).
• Regional Industrial Synergy: Potential and Path Crossing the “Environmental Mountain”, Yiping Chen, Hongtao Nie, Jingjing Chen, Lihong Peng, Science of the Total Environment, 2021, (JCR Q1, IF=9.8).
• JoKDNet: A joint keypoint detection and description network for large-scale outdoor TLS point clouds registration, Yuan Wang, Bisheng Yang, Yiping Chen, Fuxun Liang, Zhen Dong, International Journal of Applied Earth Observation and Geoinformation, 2021, (JCR Q1, IF=7.5).
• Building Instance Extraction Method Based on Improved Hybrid Task Cascade, Xiaoxue Liu, Yiping Chen*, Mingqiang Wei, Cheng Wang, Wesley Gonalves, Jos Marcato Junior, Jonathan Li, IEEE Geoscience and Remote Sensing Letters, 2021.
• Observations and Geoinformation, Naftaly Wambugu, Yiping Chen, Zhenlong Xiao, Mingqiang Wei, Saifullahi Aminu Bello, José Marcato Junior, Jonathan Li, International Journal of Applied Earth Observation and Geoinformation, 2021, (JCR Q1, IF=7.5).
• GCN-Based Pavement Crack Detection Using Mobile LiDAR Point Clouds, Huifang Feng, Wen Li, Zhipeng Luo, Yiping Chen*, Sarah Narges Fatholahi, Ming Cheng, Cheng Wang, José Junior, Jonathan Li, IEEE Transactions on Geoscience and Remote Sensing, 2021, (JCR Q1, IF=8.2, CCF-B).
• Semantic segmentation of 3D indoor LiDAR point clouds through feature pyramid architecture search, Haojia Lin, Shangbin Wu, Yiping Chen*, Wen Li, Zhipeng Luo, Yulan Guo, Cheng Wang, Jonathan Li, ISPRS Journal of Photogrammetry and Remote Sensing, 2021, (JCR Q1, IF=12.7).
• A GCN-based Method for Extracting Power Lines and Pylons from Airborne LiDAR Data, Wen Li, Zhipeng Luo, Zhenlong Xiao, Yiping Chen*, Cheng Wang, Jonathan Li, IEEE Transactions on Geoscience and Remote Sensing, 2021, (JCR Q1, IF=8.2, CCF-B).
• Rapid Extraction of Urban Road Guardrails From Mobile LiDAR Point Clouds, Jianlan Gao, Yiping Chen*, José Marcato Junior, Cheng Wang, Jonathan Li, IEEE Transactions on Intelligent Transportation Systems, 2020, (JCR Q1, IF=8.5, CCF-B).
• Learning sequential slice representation with an attention-embedding network for 3D shape recognition and retrieval in MLS point clouds, Zhipeng Luo, Di Liu, Jonathan Li, Yiping Chen, Zhenlong Xiao, José Marcato Junior, Wesley Nunes Goncalves, Cheng Wang, ISPRS Journal of Photogrammetry and Remote Sensing, 2020, (JCR Q1, IF=12.7).
• A Frustum-based probabilistic framework for 3D object detection by fusion of LiDAR and camera data, Zheng Gong, Haojia Lin, Dedong Zhang, Zhipeng Luo, John Zelek, Yiping Chen, Abdul Nurunnabi, Cheng Wang, Jonathan Li, ISPRS Journal of Photogrammetry and Remote Sensing, 2020, (JCR Q1, IF=12.7).
• Geometric Multi-Model Fitting by Deep Reinforcement Learning, Zongliang Zhang, Hongbin Zeng, Jonathan Li, Yiping Chen, Chenhui Yang, Cheng Wang, AAAI 2019-Proceedings of the AAAI Conference on Artificial Intelligence, 2019, (CCF-A).
• LiDAR-Video Driving Dataset: Learning Driving Policies Effectively, Yiping Chen, Jingkang Wang, Jonathan Li, Cewu Lu, Zhipeng Luo, Han Xue, Cheng Wang, IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2018, (CCF-A).
• Traffic sign occlusion detection using mobile laser scanning point clouds, Pengdi Huang, Ming Cheng, Yiping Chen, Huan Luo, Cheng Wang, Jonathan Li, IEEE Transactions on Intelligent Transportation Systems, 2017, (JCR Q1, IF=8.5, CCF-B).
• Vehicle detection in high-resolution aerial images based on fast sparse representation classification and multiorder feature, Ziyi Chen, Cheng Wang, Huan Luo, Hanyun Wang, Yiping Chen, Chenglu Wen, Yongtao Yu, Liujuan Cao, Jonathan Li, IEEE Transactions on Intelligent Transportation Systems, 2016, (JCR Q1, IF=8.5, CCF-B).
• Vehicle detection in high-resolution aerial images via sparse representation and superpixels, Ziyi Chen, Cheng Wang, Chenglu Wen, Xiuhua Teng, Yiping Chen, Haiyan Guan, Huan Luo, Liujuan Cao, Jonathan Li, IEEE Transactions on Geoscience and Remote Sensing, 2015, (JCR Q1, IF=8.2, CCF-B).