Research Status
JOURNAL PAPERS
[1] Zhang AW, Li FT, Sun WD. (2004). Fast Global Registration of Multiple 3D Data Sets from Outdoor Large Scenes, Chinese High Technology Letters, Vol.14, No.6, pp.6~10, 2004.6. (in Chinese)
[2] Zhang AW, Sun WD, Li FT. (2005). Basic Processing Methods of 3D Geometry Signals from Large-Scale Scenes, Journal of Computer Aided Design and Computer Graphics, Vol.17, No.7, pp.1486~1491, 2005.7. (in Chinese)
[3] Zhang AW, Sun WD, Li FT. (2005). A Method of Surface Reconstruction of Outdoor Scenes from Laser Scanning Data, Journal of System Simulation, Vol.17, No.2, pp.384~387, 2005.2. (in Chinese)
[4] Zhang AW, Hu SX, Sun WD, Li FT. (2005). D Reconstruction of Outdoor Scenes from Synchronized Laser Range and Visual Image Data, ACTA Electronica Sinaca, Vol.33, No.5, pp.810~815, 2005.5. (in Chinese)
[5] Jin X, Sun WD. (2006). Texture Mapping of 3D Scenes Based on the Laser-Synchronized Visual Image, Chinese Journal of Scientific Instrument, Vol.27, No.6, pp.2083~2085, 2006.6. (in Chinese)
[6] Guo S, Yuan L, Sun WD. (2007). Accuracy Assessment of Classification Based on Pixel Unmixing for Remotely-Sensed Data, Chinese High Technology Letters, Vol.17, No.10, pp.1044~1049, 2007.10. (in Chinese)
[7] Guo S, Yuan L, Sun WD. (2008). Extraction of End-pixels in Feature Space for Pixel Unmixing, Chinese High Technology Letters, Vol.18, No.10, pp.1035~1040, 2008.10. (in Chinese)
[8] Guo L, Sun WD, Wang QH, Yang BJ. (2008). A New Compounded Classification Method for Multi-resolution Satellite Data Based on Multi-kernel Non-linear Regression Model, Trans. Of the CASEVol.24, No.10, pp.145~150, 2008.10. (in Chinese)
[9] Guo S, Sun WD. (2008). Layered Searching Method for Endmember Extraction in Hyperspectral Image, Chinese High Technology Letters, Vol.18, No.12, pp.1297~1303, 2008.12. (in Chinese)
[10] Yuan HG, Sun WD. (2009). Weak and Small Target Detection based on Multi- level Classification and Backward Temporal-Spatial Fusion in IR Images, Systems Engineering and Electronics, Vol.31, No.8, pp.1864-1869 2009.8. (in Chinese)
[11] Li P, Yang F, Zahgn AW, Sun WD. (2009). Fast Registration and Homogenization for Multi-sites Laser Scanning Data of Grain Storage, Infrared and Laser Engineering, Vol.38, pp.330-334, 2009.11. (in Chinese)
[12] Yu Y, Gu H, Sun WD. (2009). Spectral Unmixing Based Image Restoration for Optical Remote Sensing Images Covered by Thin Cloud, Journal of Image and Graphics., 2009.9 (Acepted). (in Chinese)
[13] Yu Y, Sun WD. (2009). Airborne Video Mosaicing Based on Similarity Accumulation and Bundle Adjustment, Chinese High Technology Letters, 2009.12 (Acepted). (in Chinese)
SELECTED CONFERENCE PROCEEDINGS
[1] Zhang AW, Sun WD, Li FT, Ge CH. (2004). Basic data processing for creating textured 3D model of urban scenes from laser scans and CCD images, Proc. of Asian Conf. on Computer Vision, Seoul, Korea, pp.19~24, 2004.1.
[2] Zhang AW, Sun WD, Hu SX, Qian C. (2004). Automatic Global Registration of Multiple 3D Data Sets from Outdoor Urban Environments Based on Feature Units, Pro. of the 20th Spring Conference on Computer Graphics, Budmerice, Slovakia, pp.193~199, 2004.4.
[3] Gao S, Zhang XJ, Sun WD. (2004).Lossless Inter-array Predictive Coding for Subpixel-shifted Satellite Images Based on Texture Analysis, Proc. of the 12th Int. Conf. on Geoinformatics, 2004.6.
[4] Zhang AW, Sun WD, Hu SX, Qian C. (2004). A Ground-Based Urban 3D Data Acquisition and Processing System, Proc. of the Int. Conf. on Modeling, Simulation and Visualization Methods, Las Vegas, USA, pp.81~87, 2004.7.
[5] Zhang AW, Sun WD, Hu SX. (2004). Extracting 3D Contour Features of Urban Scenes from Ground-Based Laser Range Data, Pro. of the 8th Int. Conf. on Information Visualisation, London, pp.133~138, 2004.7.
[6] Zhang AW, Sun WD, Hu SX, Qian C. (2004). Constructing 3D Reality Models of Urban Scenes from Ground-Based Synchronized Laser and Visual Data, Proc. of the IASTED Int. Conf. on Computers, Graphics and Imaging, Kauai, Hawaii, USA, pp.248~253, 2004.8.
[7] Yuan L, Sun WD. (2004). The Extraction of End-Pixels in Feature Space for Remote Sensing Data and Its Applications, Proc. of the Int. Symp. on Remote Sensing, Jeju, Korea, 2004.10.
[8] Zhang AW, Hu SX, Jin X, Sun WD, Qian C. (2005). A Method of Merging Aerial Images and Ground Laser Scans, Proc. of the IEEE Inter. Geoscience and Remote Sensing Symposium, Vol.1, pp.222~225, 2005.7.
[9] He WJ, Qin H, Sun WD. (2005). Compounded Method for Land Covering Classification based on Multi-resolution Satellite Data, Proc. of the Int. Symp. on Remote Sensing, Jeju, Korea, 2005.10.
[10] Guo S, Sun WD. (2005). High Precision Geometric Correction Based on DEM Data and GCP Outlier Detection for MODIS Data, Proc. of SPIE, V5985 PART II, Int. Conf. on Space Information Technology, pp.598537~598541,Wuhan, 2005.11.
[11] Jin X, Sun WD. (2006). Texture Mapping of Scene of Large scale Based on the Laser-Synchronized Visual Image, Proc. of IASTED Int. Conf. on Visualization Imaging and Image Processing, 2006.8.
[12] Liu X, Ma HB, Sun WD. (2006). Study on the Geolocation Algorithm of Space-borne SAR Image, Proc. of the Int. Workshop on Intelligent Computing in Pattern Analysis/Synthesis, Lecture Notes in Computer Science, Vol.4153, pp.270~280, Springer-Verlag, Berlin Heidelberg, New York, 2006.
[13] Guo S, Yu Y, Sun WD. (2007). A New Sub-pixel Unmixing Method Based on Blind Signal Separation, Proc. of the 5th Int. Symp. on Multispectral Image Processing & Pattern Recognition, Wuhan, Vol.6790, pp.679015-1~7, 2007.11.
[14] Wang QH, Sun WD. (2007). Combined Contextual Classification Method for Large Scale Land Covering Based On Multi-Resolution Satellite Data, Proc. of the 5th Int. Symp. on Multispectral Image Processing & Pattern Recognition, Wuhan, Vol.6790, pp.679003-1~8, 2007.11.
[15] Yu Y, Guo S, Sun WD. (2007). Minimum Endmember Divergence Constrained Nonnegative Matrix Factorization for the Endmember Extraction of Hyperspectral Images, Proc. of the 5th Int. Symp. on Multispectral Image Processing & Pattern Recognition, Wuhan, Vol.6790, pp.679015-1~9, 2007.11.
[16] Zhang L, Ma HB, Sun WD. (2008). The Application of Data Fitting of Satellite State in Direct Geo-location of Remote Sensing Data, Proc. of the 2009 IEEE Inter. Joint Conf. on Computational Sciences and Optimization, 2008.11.
[17] Gu H, Yu Y, Sun WD. (2009). A New Optimal Seam Selection Method for Air-borne Image Stitching, Proc. of 2009 IEEE Workshop on Imaging Systems and Techniques, pp.159-163, 2009.5.10.
[18] Leng DW, Gu H, Yu Y, Sun WD. (2009). Finding All the Solutions of PnP Problem, Proc. of 2009 IEEE Workshop on Imaging Systems and Techniques, pp.348-352, 2009.5.10.
[19] Yu Y, Gu H, Yu Y, Sun WD. (2009). Image Mosaics Using Bundle Adjustment and Spatial Relationships among Frames, Proc. of the 4th Beijing-Hong Kong Inter. Doctoral Forum, Hong Kong, 2009.8.6-10.
[20] Li P, Yang F, Zhang AW, Gu H, Yu Y, Sun WD. (2009). Fast Registration and Homogenization for Multi-site Laser Scanning Data of Grain Storage, Proc. of the 30th Asian Conf. on Remote Sensing, Beijing, 2009.10.19-23.
BOOKS
1. Sun Weidong. (2007). Handbook of Image Analysis. In image processing and image analysis reaserch area), Science Press, China, 2007(in Chinese)
Academic Achievement
Research and Demonstration on Information Guaranteeing Technologies for the Food Macro-control System (9/10-10/12), supported by the National Science & Technology Pillar Program
Sun Weidong (PI), Ma Hongbing (Associate Professer), et al.
The objectiv of this project is for the 3D Reconstruction and Volume Estimation of Grain Storages Based on Multi-sites Laser Scanning Data.
Research on Sub-pixel Unmixing Theory for Satellite Images and Its Application (1/09-11/12), supported by the National Natural Science Foundation of China
Sun Weidong (PI), Ma Hongbing (Associate Professer), et al.
The objectiv of this project is to researching on sub-pixel unmixing theory for satellite images and its typical applications
Research on the High Accuracy Geometric Distortion Correction of Satellite Data (7/07-12/09), supported by the National 863 Projects
Ma Hongbing(PI), Sun Weidong(Professer), et al.
The objectiv of this project is to researching on the high accuracy geometric distortion correction of satellite data.
Research on Information Acquiring and Processing Technologies for High-Resolution Ground Surface Observation(01/07-12/08), supported by the Key Scientific and Technical Innovation Project, Ministry of Education of China
Sun Weidong(PI), Peng Yingning (Professer), Zhang Xianda (Professer) , et al.
The objectiv of this project is to researching on information acquiring and processing technologies for high-resolution ground surface observation.
Research on the Combined Classification Method Based on Multi-Resolution Satellite Images (1/05-12/07), supported by the National Natural Science Foundation of China
Sun Weidong (PI), Ma Hongbing (Associate Professer), et al.
The objectiv of this project is to researching on the combined classification method based on multi-resolution satellite images.
Research on the High Accuracy Geo-location Techniques of Medium Resolution Satellite Data (7/02-6/04), supported by the National 863 Projects
Sun Weidong (PI), Ma Hongbing (Associate Professer), et al.
The objectiv of this project is to researching on the high accuracy geo-location techniques of medium resolution satellite data.
Research on the Hierarchical Onboard Pre-processing Theories of Super Resolution Satellite Images (1/01-12/03), supported by the National Natural Science Foundation of China
Sun Weidong (PI), Ma Hongbing (Associate Professer), et al.
The objectiv of this project is to researching on the hierarchical onboard pre-processing theories of super resolution satellite images.
Framework Design and Development of National Space Information Processing Platform (10/01-12/03), supported by the National 863 Projects
Sun Weidong (PI), Dang Anrong (Professer), et al.
The objectiv of this project is for the framework design and development of national space information processing platform.
3-Dimensional Measurement Techniques for Close Shot Targets(10/01-12/02), supported by the National 863 Projects
Li Fengting (PI), Sun Weidong (Professer), et al.
The objectiv of this project is to researching on the 3-dimensional measurement techniques for close shot targets.
Selected Publications
- Huan Zhang, Zhiyi Xu, Xiaolin Han, Weidong Sun. Refining FFT-based Heatmap for the Detection of Cluster Distributed Targets in Satellite Images, British Machine Vision Conference 2021, Virtual, 2021.11.22-25(已录用).
- 韩晓琳, 张欢, 孙卫东. 基于光谱库优化学习的光谱超分与分类精度提升, 遥感学报, 2021.6.17(已录用).
- Xiaolin Han, Huan Zhang, Weidong Sun. Spectral Anomaly Detection based on Dictionary Optimization for Sea Surfaces, IEEE Geoscience and Remote Sensing Letters, doi:10.1109/LGRS.2021.3096536, pp.1-5, 2021.7.28.
- Xiaolin Han, Huan Zhang, Jing-Hao Xue, Weidong Sun. A Spectral-spatial Jointed Spectral Super-resolution and Its Application to HJ-1A Satellite Images, IEEE Geoscience and Remote Sensing Letters, doi:10.1109/LGRS.2021.3073501, pp.1-5, 2021.4.30.
- Qing Chang, Yukang Zhang, Tianjiao Liu, Shaohang Zhang, Xi Wang, Qianqian Guo, Jinpeng Yao, Weidong Sun, Lijuan Niu. Evaluation of A Deep Learning-Based Computer-Aided Diagnosis System for Distinguishing Benign from Malignant Thyroid Nodules in Ultrasound Images, Medical Physics, 47(9):1-9, 2020.5.22.
Patents
- 韩晓琳, 张欢, 孙卫东. 一种针对多帧图像光谱字典构建的增量学习系统. 中国发明专利 , 2021.9.30.
- 韩晓琳, 张欢, 孙卫东. 一种基于稀疏表示与固定原子迭代的光谱目标检测系统. 中国发明专利, 2021.1.13.
- 梁亮, 卜丽静, 吴文玉, 孙卫东. 一种结合超分辨率重建的序列卫星影像运动目标检测方法. 中国发明专利, 202011091552.X, 2020.10.13.
- 韩晓琳, 孙卫东. 一种稀疏框架下基于光谱库的多光谱遥感图像光谱超分辨率方法. 中国发明专利, 201710403557.3, 2017.6.1.
- 韩晓琳, 刘天娇, 孙卫东. 一种基于极少数优化选择波段的高光谱图像获取方法. 中国发明专利, 201710023141.9, 2017.10.2.
Books and Book Chapters
Projects
- 国家自然科学基金委员会, 面上项目, 41971294, 光谱库学习与样本库学习框架下遥感图像光谱超分辨率方法研究, 2020.01~2023.12;
- 北京市卫生健康委员会, 首都卫生发展科研专项项目, 首发2014-2-4025, 设置甲状腺占位性病变自动定性诊断程序, 2014.05~2017.04;
- 北京市教育委员会, 科技计划重点项目, KZ201310028035, 基于斜模成像的高光谱图像超分重建方法研究, 2013.01~2015.12;
- 国家自然科学基金委员会, 面上项目, 61171117, 关联型高光谱图像像元分解方法研究, 2012.01~2015.12;
- 科技部, 国家科技支撑项目, 2012BAH31B01, 超高空飞艇载荷集成与定量处理技术, 2012.01~2014.12;
Doctoral Degree in Engineering