Curriculum Vitae
教育经历
- 2015-2018, 工科博士, 卡尔加里大学, 加拿大, 导师 : Ruisheng Wang 教授, 研究方向: 激光扫描点云处理
- 2010-2012, 学术硕士, 南京林业大学, 中 国, 导师 : 业宁 教授, 研究方向: 计算机视觉
- 2006-2010, 工科学士, 南京林业大学, 中 国, 毕设导师 : 云挺 教授, 研究方向: 计算机视觉
工作经历
- 2020-至今: 南京林业大学信息科学技术学院, 硕导
- 2019-至今: 南京林业大学信息科学技术学院, 副教授 (破格)
- 2019-2024, 博士后(已出站), 南京林业大学风景园林学院, 导师:王浩 教授, 研究方向: 基于计算机视觉技术的行道树分割与统计
- 2018-2019: 南京林业大学信息科学技术学院, 讲师
- 2012-2014: 南京文采科技有限责任公司, 模式识别算法工程师
论文发表
Road Curb Extraction From Mobile LiDAR Point Clouds
Xu Sheng, Wang Ruisheng(*) and Zheng Han. "Road Curb Extraction From Mobile LiDAR Point Clouds." IEEE Transactions on Geoscience and Remote Sensing. vol. 55(2), pp. 996-1009, 2017, doi: 10.1109/TGRS.2016.2617819.
Individual stem detection in residential environments with MLS data
Xu Sheng, Ye Ning and Xu Shanshan(*). "Individual stem detection in residential environments with MLS data." Remote Sensing Letters. vol. 9(1), pp.51-60 ,2018, doi: 10.1080/2150704X.2017.1384588.
A supervoxel approach to the segmentation of individual trees from LiDAR point clouds
Xu Sheng, Ye Ning, Xu Shanshan(*) and Zhu Fa. "A supervoxel approach to the segmentation of individual trees from LiDAR point clouds." Remote Sensing Letters. vol. 9(6), pp.515-523, 2018, doi: 10.1080/2150704X.2018.1444286.
Automatic extraction of street trees’ nonphotosynthetic components from MLS data
Xu Sheng, Xu Shanshan(*), Ye Ning and Zhu Fa. "Automatic extraction of street trees’ nonphotosynthetic components from MLS data." International Journal of Applied Earth Observation and Geoinformation. vol. 69, pp. 64-77, 2018, doi: 10.1016/j.jag.2018.02.016.
A new method for shoreline extraction from airborne LiDAR point clouds
Xu Sheng, Ye Ning and Xu Shanshan(*). "A new method for shoreline extraction from airborne LiDAR point clouds." Remote Sensing Letters. vol. 10(5), pp.496-505, 2019, doi: 10.1080/2150704X.2019.1569277.
Power Line Extraction From Mobile LiDAR Point Clouds
Xu Sheng and Wang Ruisheng(*). "Power Line Extraction From Mobile LiDAR Point Clouds." IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing. vol. 12(2), pp. 734-743, 2019, doi: 10.1109/JSTARS.2019.2893967.
An Optimal Hierarchical Clustering Approach to Mobile LiDAR Point Clouds
Xu Sheng, Wang Ruisheng(*), Wang Hao and Zheng Han. "An Optimal Hierarchical Clustering Approach to Mobile LiDAR Point Clouds." IEEE Transactions on Intelligent Transportation Systems. vol. 21(7), pp. 2765-2776, 2020, doi: 10.1109/TITS.2019.2912455.
A Minimum-Cost Path Model to the Bridge Extraction from Airborne LiDAR Point Clouds
Xu Sheng and Xu Shanshan(*). "A Minimum-Cost Path Model to the Bridge Extraction from Airborne LiDAR Point Clouds." Journal of the Indian Society of Remote Sensing. vol.46, pp.1423–1431, 2018, doi: 10.1007/s12524-018-0788-9.
Plane Segmentation Based on the Optimal-vector-field in LiDAR Point Clouds
Xu Sheng, Wang Ruisheng(*), Wang Hao and Yang Ruigang. "Plane Segmentation Based on the Optimal-vector-field in LiDAR Point Clouds." IEEE Transactions on Pattern Analysis and Machine Intelligence. vol. 43(11), pp. 3991-4007, 2021, doi: 10.1109/TPAMI.2020.2994935.
A New Clustering-Based Framework to the Stem Estimation and Growth Fitting of Street Trees From Mobile Laser Scanning Data
Xu Sheng, Sun Xinyu, Yun Jiayan and Wang Hao(*). "A New Clustering-Based Framework to the Stem Estimation and Growth Fitting of Street Trees From Mobile Laser Scanning Data." IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing. vol. 13, pp. 3240-3250, 2020, doi: 10.1109/JSTARS.2020.3001978.
Point Cloud Inversion: A Novel Approach for the Localization of Trees in Forests from TLS Data
Xia Shaobo, Chen Dong, Peethambaran Jiju, Wang Pu, and Xu Sheng(*). "Point Cloud Inversion: A Novel Approach for the Localization of Trees in Forests from TLS Data." Remote Sensing. vol. 13(3), pp. 338, 2021, doi: 10.3390/rs13030338.
Separation of Wood and Foliage for Trees From Ground Point Clouds Using a Novel Least-Cost Path Model
Xu Sheng, Zhou Kai, Sun Yuan and Yun Ting(*). "Separation of Wood and Foliage for Trees From Ground Point Clouds Using a Novel Least-Cost Path Model." in IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing, vol. 14, pp. 6414-6425, 2021, doi: 10.1109/JSTARS.2021.3090502.
3-D Contour Deformation for the Point Cloud Segmentation
Xu Sheng, Han Wen, Ye Weidu and Ye Qiaolin(*). "3-D Contour Deformation for the Point Cloud Segmentation." IEEE Geoscience and Remote Sensing Letters, vol. 19, pp. 1-5, 2022, doi: 10.1109/LGRS.2021.3098924.
An Effectively Dynamic Path Optimization Approach for the Tree Skeleton Extraction from Portable Laser Scanning Point Clouds
Xu Sheng, Xin Li, Jiayan Yun and Shanshan Xu(*). "An Effectively Dynamic Path Optimization Approach for the Tree Skeleton Extraction from Portable Laser Scanning Point Clouds." in Remote Sensing. vol. 14(1), pp. 94, 2022, doi: 10.3390/rs14010094.
Classification of 3D Point Clouds By A New Augmentation Convolutional Neural Network
Xu Sheng, Zhou Xuan, Ye Weidu and Ye Qiaolin(*). "Classification of 3D Point Clouds By A New Augmentation Convolutional Neural Network." IEEE Geoscience and Remote Sensing Letters, vol. xx, pp. 1-5, 2022, doi: 10.1109/LGRS.2022.3141073.
R-ProjNet: an optimal rotated-projection neural network for wood segmentation from point clouds
Xu Sheng, Li Xin, Yang Hongxin, and Xu Shanshan(*). "R-ProjNet: an optimal rotated-projection neural network for wood segmentation from point clouds." Remote Sensing Letters. vol. 14(1), pp.60-69, 2023, doi: 10.1080/2150704X.2022.2163203.
项目情况
江苏省高校自然科学研究面上项目
主持 , Natural Science Research Project of Higher Education in Jiangsu Province, 已结题
南京林业大学水杉人才科研启动基金
主持 , Shuishan Talent Startup Foundation of Nanjing Forestry University, 已结题
南京林业大学标志性成果培育建设项目
主持 , Salient achievement Foundation of Nanjing Forestry University, 已结题
中国博士后科学基金面上资助
主持 , China Postdoctoral Science Foundation, 已结题
江苏省自然科学基金(青年基金项目)
主持 , Natural Science Foundation of Jiangsu Province, 已结题
国家自然科学基金(青年基金项目)
主持 , National Natural Science Foundation of China, 项目号:
教育教学研究项目
主持 , 教学, 已结题
校企研究院合作
参与 , 横向,
教育部产学合作协同育人项目
主持 , 产学研, 已结题
科技创新2030
主持 , Scientific and Technological Innovation 2030-Major Projects, 项目号:
南京林业大学研究生教学研究项目
主持 , 教学,