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陈一平 高级工程师 硕导

国防科技大学/香港中文大学 博士(2011)

研究方向:点云深度学习、激光雷达数据处理、三维计算机视觉与图形图像、无人驾驶、智慧城市、智慧林业及世界文化遗产可持续发展

所属部门:计算机科学系

电子邮件:chenyiping (AT) xmu.edu.cn

个人主页:https://scsc.xmu.edu.cn/cyp

个人简历:

 

学术兼职:

IEEE Senior Member

中国计算机学会CCF会员

国际数字地球学会中国国家委员会激光雷达专业委员会委员(2018-2022)

中国图象图形学学会3DV专委会委员(2020-

IEEE JSTARS 客座主编

IEEE IGARSS 客座Session Chair

期刊审稿人:

IEEE Transactions on Geoscience and Remote Sensing (TGRS),

ISPRS Journal of Photogrammetry and Remote Sensing

IEEE Trans. On Image Processing (TIP

IEEE Transactions on Intelligent Transportation Systems (TITS)

IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing (J-STARS),

IEEE Geoscience and Remote Sensing Letters (GRSL).

学术奖励:

IEEE Journal of selected topics in applied earth observations and remote sensing Best Reviewer 最佳审稿人奖(2020年度)

福建省自然科学奖三等奖(2019年度)

指导硕士生荣获第五届厦门大学互联网+大学生创新创业大赛银奖 (2019年度)

代表性论文: (共发表论文67篇,其中一作/通讯 32)

1           Z Sha, Y Chen*, Y Lin, C Wang, J.M. Junior, J, Li,A Supervoxel Approach to Road Boundary Enhancement from 3D LiDAR Point Clouds,IEEE Geoscience and Remote Sensing Letters, (GRSL) , 2020

2           H Lin, Z Luo, W Li, Y Chen*, C Wang,J Li,Adaptive Pyramid Context Fusion for Point Cloud Perception,IEEE Geoscience and Remote Sensing Letters (GRSL), 2020

3           J Gao, Y Chen*, JM Junior, C Wang, J Li,Rapid Extraction of Urban Road Guardrails From Mobile LiDAR Point Clouds,IEEE Transactions on Intelligent Transportation Systems (TITS), 2020

4           Y Chen, J Wang, J Li, Z Luo, H Xue, C Wang, Rapid Urban Roadside Tree Inventory Using a Mobile Laser Scanning SystemIEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing (JSTARS), 12(9), 3690-3700 , 2019.

5           Y Chen, J Wang, J Li, Z Luo, H Xue, C Wang, LiDAR-Video Driving Dataset: Learning Driving Policies EffectivelyIEEE Conference on Computer Vision and Pattern Recognition (CVPR), June 18-22, 2018.

6           Y Chen, L Wang, Broken and degraded document images binarization, Neurocomputing, 237, 272-280, 2017.

7           Y Chen, C Wang, L Wang, Multi-scale non-local denoising method in neuroimaging, Journal of X-ray science and technology24 (3), 477-487. 2016

8           Z Sha, Y Chen*, W Li, C Wang, A Nurunnabi, J Li a Boundary-Enhanced Supervoxel Method for Extraction of Road Edges in Mls Point CloudsThe International Archives of Photogrammetry, Remote Sensing and Spatial Information Sciences 43 65-712020

9           G Li, Y Chen*, M Cheng, C Wang, J Li, N-DPC: Dense 3D Point Cloud Completion Based on Improved Multi-stage Network2020

10       Z Luo, D Liu, J Li, Y Chen, Z Xiao, C Wang, J Marcato Junior, W Nunes Gonçalves, Learning sequential slice representation with an attention-embedding network for 3D shape analysis in MLS point clouds, ISPRS Journal of Photogrammetry and Remote Sensing, 2020

11       Z Gong, H Lin, D Zhang, Z Luo, J Zelek, Y Chen, A Nurunnabi, C Wang, J Li, A Frustum-based probabilistic framework for 3D object detection by fusion of LiDAR and camera data, ISPRS Journal of Photogrammetry and Remote Sensing, 2020

12       Y Chen, D Li, Q Zhu, C Wang, J Li, Automated Extraction of Liver Outlines from Computed Tomography Scan Images using a Cuda-based Segmentation Method. International Archives of the Photogrammetry, Remote Sensing & Spatial Information Sciences, 2019

13       H Zeng, Y Chen*, Z Zhang, C Wang, J LiReconstruction of 3D Zebra Crossings from Mobile Laser Scanning Point CloudsIEEE International Geoscience and Remote Sensing Symposium (IGARSS),2019

14       W Lin, Y Chen*, C Wang, J Li, Using Edgeconv to Improve 3D Object Detection from RGB-D Data. International Archives of the Photogrammetry, Remote Sensing and Spatial Information Sciences, volume 42, 2/W13, 2019.

15       Z Zhang, C Wen, Y Chen*, W Li, C You, C Wang, J Li, Indoor Scene Registration Based on Siamese Network and Pointnet. ISPRS Annals of Photogrammetry, Remote Sensing and Spatial Information Sciences, Pages 307-312, 2019.

16       Z Zhang, H Zeng, J Li, Y Chen, C Yang, C Wang,Geometric Multi-Model Fitting by Deep Reinforcement Learning, Proceedings of the AAAI Conference on Artificial Intelligence 33,2019

17       D Zhang, Z Gong, Y Chen, J Zelek, J Li, Slam-Based Multi-Sensor Backpack Lidar Systems in Gnss-Denied Environments, IEEE International Geoscience and Remote Sensing Symposium IGARSS 2019.

18       R Wu, Y Chen*, C Wang, J Li, Estimation of Forest Trees Diameter from Terrestrial Laser Scanning Point Clouds Based on a Circle Fitting Method, IEEE International Geoscience and Remote Sensing Symposium (IGARSS), Pages 2813-2816,2018

19       G Li, Y Chen*, C Wen, C Wang, J Li, JY Chen, Quality evaluation of point cloud model for interior structure of a common building, International Geoscience and Remote Sensing Symposium (IGARSS), 2017.

20       Y Liu, Y Chen*, C Wang, M Cheng, A Feature-Based Mutual Information and Wavelet Method for Image Fusion, International Conference on Intelligent Autonomous Systems, 459-469, 2016

21       R Wu, Y Chen*, C Wen, C Wang, J Li, Delineation of individual tree crowns for mobile laser scanning data, 2nd ISPRS International Conference on Computer Vision in Remote Sensing, 2016

22       X Guo, Y Chen*, C Wang, M Cheng, C Wen, J Yu, Automatic Shape-Based Target Extraction for Close-Range Photogrammetry, International Archives of the Photogrammetry, Remote Sensing and Spatial, 2016

23       Y Chen, C Wang, J Li, Hidden target detection from the multi-echo small-footprint LiDAR point clouds, Multimedia Signal Processing (MMSP), 2015 IEEE 17th International Workshop on, pp. 255–268, 2015. Xiamen, China, November 18-20, 2015.

24       P Huang, Y Chen*, J Li, Y Yu, C Wang, H Nie, Extraction of street trees from mobile laser scanning point clouds based on subdivided dimensional features. IEEE International Geoscience and Remote Sensing Symposium (IGARSS), 2015

25       D Zai, Y Chen*, J Li, Y Yu, C Wang, H Nie, Inventory of 3D street lighting poles using mobile laser scanning point clouds, IEEE International Geoscience and Remote Sensing Symposium (IGARSS), 2015

在研项目:

1     香港研究资助局(RGC)项目(2020-2021),co-investigator

2     三维激光雷达数据采集与处理,2020,主持

3     回波地面激光扫描点云的叶簇遮挡目标特性建模,国家自然科学基金青年项目(2017-2019)主持

授权国家发明专利:10

 

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