»姓名：王斌

»系属：测绘系

»学位：博士

»职称：讲师

»专业：遥感科学与技术

»导师类别：硕士生导师

»电子邮箱：wangbin007@upc.edu.cn

»学术主页：

https://orcid.org/0000-0003-2565-1013

https://webofscience.clarivate.cn/wos/author/record/GRS-5416-2022

»概况：山东省沂水县人，中共党员。

◎研究方向

多源遥感智能化处理、SAR海洋溢油检测、GNSS-R海面风场反演

“热烈欢迎 测绘、遥感、数学、计算机 等相关本科专业同学报考研究生！”

◎教育经历（倒序）

2011.10 - 2015.09，香港理工大学，博士（地理信息科学）

2008.09 - 2011.06，大连理工大学，硕士（计算数学）

2004.09 - 2008.07，中国矿业大学，学士（信息与计算科学）

◎工作经历（倒序）

2019.07月至今，中国石油大学（华东）海洋与空间信息学院讲师（测绘系）

2015.11 - 2019.06中国石油大学（华东）地球科学与技术学院讲师（测绘系）

2010.07 - 2011.01香港理工大学土地测量及地理资讯学系，研究助理

◎学术兼职

国家自然科学基金委函评专家；

教育部学位与研究生教育发展中心学位论文评审专家；

担任RSE、TGRS、RS、JSTARS、Pattern   Recognition、Mathematical   Geosciences等SCI期刊审稿人。

◎主讲课程

《机器学习与人工智能》 （研究生）

《计算机图形学》       （本科生）

《数字图像处理》       （本科生）

《遥感原理及应用》     （本科生）

◎指导研究生及博士后

2019级：夏令辉

2021级：姚辉正、刘双

2022级：陈磊、谷浩然

2023级：宋昱亨

◎承担项目

1. 2023.01-2025.12，山东省自然科学基金【面上项目】，ZR2022MD015，LiDAR辅助下滨海湿地獐茅群落高光谱亚像元制图研究，经费10万元，位次1

2. 2023.01-2026.12，联合基金项目【重点支持项目】，U22A20586，联合SAR与GNSS-R的海洋溢油乳化物高精度制图研究，直接经费249万元，位次3

3. 2022.10-2023.03，横向课题，HX20220856，融合激光雷达点云与高分辨率影像的复杂地物探测，41.2万元，位次2

4. 2020.12-2021.11，横向课题，HX20201199，LiDAR点云断层面提取算法研究及系统研发，9.8万元，位次1

5. 2019.08-2021.01，横向课题，HX20190167，极轨卫星海冰和海上目标反演技术研究及系统研发，22万元，位次1

6. 2019.07-2022.07，山东省重点研发计划，2019GGX101033，基于CV-CNN网络的复杂海况极化SAR溢油检测关键技术及示范应用，20万元，位次2

7. 2018.01-2020.12，国家自然科学基金【青年科学基金项目】，41701513，基于LiDAR点云数据的3D道路曲面快速重建方法研究，经费26万元，位次1

8. 2016.01-2017.12，自主创新科研计划项目（理工科）【青年基金】，16CX02026A，基于序列贝叶斯推断的传染病疫情风险预警研究，位次1

9. 2016.01-2017.12，学校项目（人才引进），YJ201501003，探究新兴传染病的时空传播模式，位次1

◎获奖情况

2017.11，测绘科技进步特等奖，10/26，中国测绘地理信息学会，项目名称：可靠性地理国情普查与动态监测关键技术

◎荣誉称号

获青岛西海岸新区“智岛计划”第二批“紧缺人才”称号

◎论文

1.    WANG Bin, YAO Huizheng, SONG Dongmei*,   ZHANG Jie, GAO Han (2024).   SSF-Net: A Spatial–Spectral Features Integrated Autoencoder Network for   Hyperspectral Unmixing, IEEE Journal of Selected Topics in Applied Earth   Observations and Remote Sensing, 17, DOI: 10.1109/JSTARS.2023.3327549 (SCI二区, IF=5.5)

2.    SONG Dongmei, GAO Jiacheng, WANG Bin*, WANG Mingyue (2023). A Multi-Scale Pseudo-Siamese   Network with an Attention Mechanism for Classification of Hyperspectral and   LiDAR Data, Remote Sensing, 15 (5), DOI: 10.3390/rs15051283 (SCI二区, IF=5.0)

3.    SONG Dongmei, YANG Changlong, WANG Bin*, ZHANG Jie, GAO Han, TANG   Yunhe (2023). SSRNet: A   Lightweight Successive Spatial Rectified Network with Noncentral Positional   Sampling Strategy for Hyperspectral Images Classification, IEEE Transactions   on Geoscience and Remote Sensing, 61 (1), DOI: 10.1109/TGRS.2023.3301310 (SCI一区, IF=8.2)

4.    SONG   Dongmei*, TANG Yunhe, WANG Bin, ZHANG   Jie, YANG Changlong (2023). Two-Branch Generative Adversarial Network With Multiscale Connections   for Hyperspectral Image Classification, IEEE Access, 11 (1), DOI: 10.1109/ACCESS.2022.3232152 (SCI三区, IF=3.9)

5.    SONG   Dongmei, ZHANG Qiqi*, WANG Bin, YIN Cong, XIA Junming (2022). A Novel Dual-Branch Neural Network Model for Flood   Monitoring in South Asia Based on CYGNSS Data, Remote Sensing, 14 (20), DOI:   10.3390/rs14205129 (SCI二区, IF=5.0)

6.    WANG Bin, WANG Hao, SONG Dongmei* (2022). A Filtering Method for LiDAR Point Cloud   Based on Multi-Scale CNN with Attention Mechanism, Remote Sensing, 14 (23), DOI: 10.3390/rs14236170(SCI二区, IF=5.0)

7.    WANG Bin*, SONG Dongmei, HU Chengcong, LI Zhongwei (2022). An Adaptive PolSAR Trilateral Filter Based on the   Mechanism of Scattering Consistency, IEEE Transactions on Geoscience and   Remote Sensing, 60 (1), DOI: 10.1109/TGRS.2022.3201726 (SCI一区, IF=8.2)

8.    SHI Wenzhong*, TONG Chengzhuo, ZHANG Anshu,   WANG Bin, SHI Zhicheng, YAO   Yepeng, JIA Peng (2021). An   extended Weight Kernel Density Estimation model forecasts COVID-19 onset risk   and identifies spatiotemporal variations of lockdown effects in China,   Communications Biology, 4 (1), DOI: 10.1038/s42003-021-01677-2 (SCI二区, IF=5.9)

9.    WANG Bin, XIA Linghui, SONG Dongmei*, LI Zhongwei, WANG Ning (2021). A two-round weight voting   strategy based ensemble learning method for sea ice classification of   Sentinel-1 imagery, Remote Sensing, 13 (19), DOI: 10.3390/rs13193945 (SCI二区, IF=5.0)

10.  WANG Bin, SHAO Qifan, SONG Dongmei*, LI Zhongwei,   TANG Yunhe, YANG Changlong, WANG Mingyue (2021). A Spectral-Spatial Features Integrated Network for   Hyperspectral Detection of Marine Oil Spill, Remote Sensing, 13 (8), DOI:   10.3390/rs13081568 (SCI二区, IF=5.0)

11.  WANG Bin*, TAN Xuan*, SONG Dongmei*, ZHANG Ling (2020). Rapid Identification of   Post-Earthquake Collapsed Buildings via Multi-Scale Morphological Profiles   with Multi-Structuring Elements, IEEE Access, 8 (1), DOI:   10.1109/ACCESS.2020.3007255 (SCI三区, IF=3.476)

12.  SONG   Dongmei, SUN Ning*, XU Mingming, WANG   Bin, ZHANG Ling (2020). Fast Unmixing of Noisy Hyperspectral Images Based   on Vertex Component Analysis and Singular Spectrum Analysis Algorithms,   CANADIAN JOURNAL OF REMOTE SENSING, 46 (1), DOI:   10.1080/07038992.2020.1726735 (SCI四区, IF=2.242)

13.  SONG   Dongmei*, ZHEN Zongjin*, WANG Bin*,   LI Xiaofeng*, GAO Le, WANG Ning*, XIE Tao, ZHANG Ting (2020). A Novel Marine   Oil Spillage Identification Scheme Based on Convolution Neural Network   Feature Extraction from Fully Polarimetric SAR Imagery, IEEE Access, 8 (1),   DOI: 10.1109/ACCESS.2020.2979219 (SCI三区, IF=3.476)

14.  SONG Dongmei, TAN Xuan, WANG   Bin*, ZHANG Ling, SHAN Xinjian & CUI Jianyong (2019). Integration of   super-pixel segmentation and deep-learning methods for evaluating   earthquake-damaged buildings using single-phase remote sensing imagery,   International Journal of Remote Sensing, DOI: 10.1080/01431161.2019.1655175 (SCI三区, IF=3.151)

15. SONG Dongmei*, WANG Bin*, CHEN Weimin, WANG Ning*,   YU Shiyong, DING Yi, LIU Bin, ZHEN Zongjin, XU Mingyu & ZHANG Ting (2018). An Efficient Marine Oil Spillage   Identification Scheme Based on an Improved Active Contour Model Using Fully   Polarimetric SAR Imagery. IEEE Access 6: 67959-67981. (SCI, IF=4.098)

16. SONG Dongmei*, XIE Ruihuan,   ZANG Lin, YHI Jingyuan, QIN Kai, SHAN Xinjian, CUI Jianyong, WANG Bin* (2018). A New Algorithm for the Characterization of Thermal   Infrared Anomalies in Tectonic Activities. Remote Sensing, 10(12): 1941. (SCI, IF=4.118)

17. WANG Bin, SHI Wenzhong, MIAO Zelang (2015). Confidence analysis of Standard Deviational Ellipse and its   Extension into Higher Dimensional Euclidean Space, PLOS One, 10, 3.   10.1371/journal.pone.e0118537. (SCI, IF=2.776)

18. WANG Bin, SHI Wenzhong*, LIU Er-yong (2015). Robust Methods for Assessing the Accuracy of Digital   Elevation Models, International Journal of Applied Earth Observation and   Geoinformation (34), 198-206. (SCI, IF=4.846)

19. MIAO Zelang*, WANG Bin, SHI Wenzhong, WU Hao and   WAN Yiliang (2015). Use of GMM and   SCMS for Accurate Road Centerline Extraction from the Classified Image.   Journal of Sensors, Accepted 23 October 2014. (SCI, IF=2.024)

20. SHI Wenzhong, WANG Bin, and LIU Er-yong (2015). Qualitative and Quantitative   Comparative Analysis of the Relationship between Sampling Density and Dem   Error by Bi-Linear and Bi-Cubic Interpolation Methods, in Uncertainty   Modelling and Quality Control for Spatial Data (CRC Press), pp. 163-96.

21. WANG Bin, SHI Wenzhong*, MIAO Zelang (2014). Comparative analysis for robust penalized spline smoothing   methods, Mathematical Problems in Engineering, Accepted 17 June 2014. (SCI, IF=1.179)

22. SHI Wenzhong*, WANG Bin* and TIAN Yan (2014). Accuracy Analysis of Digital   Elevation Model Relating to Spatial Resolution and Terrain Slope by Bilinear   Interpolation. Mathematical Geosciences (46), 445-481. (SCI, IF=1.966)

23. MIAO Zelang, WANG Bin, SHI Wenzhong*, and WU Hao (2014). A method for accurate road   centerline extraction from a classified image. IEEE Journal of Selected   Topics in Applied Earth Observations and Remote Sensing 7(12), 4762-4771. (SCI, IF=3.392)

24. MIAO Zelang, WANG Bin, SHI Wenzhong*, and ZHANG   Hua (2014). A semi-automatic   method for road centerline extraction from VHR images. IEEE Geoscience and   Remote Sensing Letters, 10.1109/LGRS.2014.2312000. (SCI, IF=3.534)

25. 史文中, 王斌, 刘二永, 徐青 (2013). 基于双三次 Hermite 插值方法的 DEM 误差传播分析. 测绘科学技术学报 30(4): 380-387.

26. 王斌, 于波 (2012). 解非线性规划的组合同伦JFNG内点算法. 中国科技论文在线精品论文 5(1): 12-17.

27. 刘二永, 王斌 (2008). 双参数精确罚函数求解约束优化问题的 FR 共轭梯度法. 徐州师范大学学报: 自然科学版 26(1): 30-32.

28. 刘二永, 王斌, 冯春贵 (2008). 一种改进的 Wolfe 线搜索下的 FR 共轭梯度法. 运筹与管理 17(1): 33-37.

29. 孙永征, 马晓滨, 王斌 (2006). 基于元胞自动机的新产品市场扩散模拟. 中国科技论文在线, 200611-771.

◎专利

1. 王斌，夏令辉，宋冬梅，等. 基于两轮投票策略集成学习的SAR图像海冰类型分类方法，2022.03.01，ZL202110117101.7

2. 王斌，宋冬梅，谭璇，等. 基于多结构元素震害受损建筑物快速识别方法，2019.12.20，ZL201811294494.3

3. 王斌，宋冬梅，向亮，等. 一种基于非震动态背景场的地震TEC异常信息提取方法，2019.10.11，ZL201811294217.2