首 页  Home
专 业  Interests
学 术  Publications
项 目  Projects
荣 誉  Honors
培 养  Students
交 流  International
动 态  Activities


  学 术  


专著教材

杜培军,谭琨,夏俊士等. 城市环境遥感方法与实践. 科学出版社, 20136月(地球观测与导航技术丛书、国家出版基金项目资助)

杜培军,谭琨,夏俊士. 高光谱遥感影像分类与支持向量机应用研究. 科学出版社,20123月(地球信息科学基础丛书)

杜培军,张海荣,冷海龙等译. Michael J De Smith[], Michael F Goodchild[], Paul A Longley[]等著. 地理空间分析-原理、技术与软件工具(Geospatial Analysis A Comprehensive Guide to Principles, Techniques and Software Tools). 电子工业出版社. 20093

SCI收录论文

[45] Zhaohui Xue, Jun Li, Liang Cheng, and Peijun Du*. Spectral-Spatial Classification of Hyperspectral Image via Morphological Component Analysis Based Image Separation. IEEE Transactions on Geoscience and Remote Sensing, Vol. 53, No. 1, pp. 70-84, 2015201411151536849377.pdf

[44] Sicong Liu, Lorenzo Bruzzone, Francesca Bovolo and Peijun Du. Hierarchical Unsupervised Change Detection in Multitemporal Hyperspectral Images. IEEE Transactions on Geoscience and Remote Sensing, Vol. 53, No. 1, pp. 244-260, 20152014111515352021878.pdf

[43] Xia Junshi , Chanussot Jocelyn, Du Peijun and He Xiyan. Spectral-spatial classification for hyperspectral data using Rotation Forest with local feature extraction and Markov random field. IEEE Transactions on Geoscience and Remote Sensing, 2015 (accepted) 2014111515362951251.pdf

[42] Alim Samat, Paolo Gamba, Peijun Du, Jieqiong Luo. Active extreme learning machines for quad-polarimetric SAR imagery classification. International Journal of Applied Earth Observation and Geoinformation, 2015, 35: 305-319

[41] Peijun Du, Alim Samat, Paolo Gamba, Xiangjian Xie. Polarimetric SAR Image Classification by Boosted Multiple-Kernel Extreme Learning Machines with Polarimetric and Spatial Features. International Journal of Remote Sensing

[40] Peijun Du, Pei Liu, Junshi Xia, Li Feng, Sicong Liu, Kun Tan and Liang Cheng. Remote Sensing Image Interpretation for Urban Environment Analysis: Methods, System and Examples. Remote Sensing. 2014, 6(10), 9458-9474; doi:10.3390/rs61094582014111515365118766.pdf

[39] Kun Tan, Erzhu Li, Qian Du, Peijun Du. An efficient semi-supervised classification approach for hyperspectral imagery. ISPRS Journal of Photogrammetry and Remote Sensing, 2014, 97: 36-452014111515372512759.pdf

[38] Tan Kun, Jin, Xiao, Du Qian, Du, Peijun. Modified multiple endmember spectral mixture analysis for mapping impervious surfaces in urban environments. Journal of Applied Remote Sensing, 2014, 8. DOI: 10.1117/1.JRS.8.085096

[37] Tan Kun; Ye Yuanyuan; Cao Qian, Du Peijun, Dong Jihong. Estimation of Arsenic Contamination in Reclaimed Agricultural Soils Using Reflectance Spectroscopy and ANFIS Model. IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing, 2014. 7(6): 2540-2546

[36] Kun Tan, Songyang Zhou, Erzhu Li, Peijun Du. Assessing the impact of urbanization on net primary productivity using multi-scale remote sensing data: a case study of Xuzhou, China. Frontiers of Earth Science,2014, DOI 10.1007/s11707-014-0454-7 (Accepted, SCI)

[35] Kun Tan, Yuanyuan Ye, Peijun Du. Estimation of heavy-metals concentration in reclaimed mining soils using reflectance spectroscopy. Spectroscopy and Spectral Analysis, 2014,(Accepted, SCI) (谭琨, 叶元元, 杜培军. 矿区复垦农田土壤重金属含量的高光谱反演分析. 光谱学与光谱分析.)

[34] Hongjun Su, Bin Yong, Peijun Du, Hao Liu, Chen Chen, Kui LiuDynamic classifier selection using spectral-spatial information for hyperspectral image classification, Journal of Applied Remote Sensing, Vol. 8, No. 1, pp. 085095, August 2014

[33]  Su Hongjun, Du Qian, Du Peijun. Hyperspectral Image Visualization Using Band Selection.IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing, Vol. 7, No. 6, pp. 2647-2658, June 2014.

[32] Hongjun Su, Qian Du, Peijun Du. An Optimized Band Selection for Hyperspectral Imagery Analysis. IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing, Vol. 7, No. 6, pp. 2659-2670, June 2014

[31] Hongjun Su, Peijun Du. Multiple Classifier Ensembles with Band Clustering for Hyperspectral Image Classification. European Journal of Remote Sensing, 2014, 47: 217-227

[30]  Xia Junshi, Chanussot Jocelyn, Du Peijun and He Xiyan .Semi-supervised probabilistic principal component analysis for hyperspectral remote sensing image classification. IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing,  2014. 7(6): 2224 - 2236  (Corresponding author)

[29] Alim Samat, Peijun Du, Muhammad Hasan Ali Baig, Sumit Chakravarty, Cheng Liang. Ensemble Learning with Multiple Classifiers and Polarimetric Features for Polarized SAR Image Classification, Photogrammetric Engineering & Remote Sensing, 2014. 80(3): 239-251 doi: 10.14358/PERS.80.3.000 (Corresponding author)

[28] Alim Samat, Peijun Du, Sicong Liu, Jun Li, Liang Cheng. E2LMs: Ensemble Extreme Learning Machines for Hyperspectral Image Classification. IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing,  2014, 7(4):1060 - 1069  (Corresponding author)

[27] Zhaohui Xue, Peijun Du, Li Feng. Phenology-Driven Land Cover Classification and Trend Analysis Based on Long-term Remote Sensing Image Series. IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing, 2014,  7(4): 1142-1156 (Corresponding author)

[26] Zhaohui Xue, Peijun Du, Hongjun Su. Harmonic Analysis for Hyperspectral Image Classification Integrated with PSO Optimized SVM. IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing,  2014, Vol. 7, No. 6, pp. 2131-2146 (Corresponding author)

[25] Kun Tan, Erzhu Li, QianDu, Peijun Du. Hyperspectral Image Classification Using Band Selection and Morphological Profiles. IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing, 2014, 7(1): 40-48  (Corresponding author)201412210452714556.pdf

[24] Junshi Xia, Peijun Du, Xiyan He, and Jocelyn Chanussot. Hyperspectral Remote Sensing Image Classification Based on Rotation Forest. IEEE Geoscience and Remote Sensing Letters, 2014, 11(1): 239-243 (Corresponding author)201421319501551815.pdf

[23] Peijun Du, Junshi Xia, Qian Du, Yan Luo & Kun Tan. Evaluation of the spatio-temporal pattern of urban ecological security using remote sensing and GIS, International Journal of Remote Sensing, 2013, 34(3), 848-863201412210304848617.pdf

[22] Peijun Du,  Sicong Liu, Junshi Xia, Yindi Zhao. Information fusion techniques for change detection from multi-temporal remote sensing images. Information Fusion. 2013, 14 (1) 1927.  DOI: 10.1016/j.inffus.2012.05.003. 201412210345971700.pdf

[21] Peijun Du, Yu Chen, Junshi Xia & Kun Tan. A Novel Remote Sensing Image Classification Scheme Based on Data Fusion, Multiple Features and Ensemble Learning. Journal of the Indian Society of Remote Sensing. 2013, 41(2), 213-222. DOI 10.1007/s12524-012-0205-8201412210373467713.pdf

[20] Yang, Chen; Liu, Sicong; Bruzzone, Lorenzo; Guan, Renchu; Du Peijun. A Feature-Metric-Based Affinity Propagation Technique for Feature Selection in Hyperspectral Image Classification. IEEE Geoscience and Remote Sensing Letters. 2013, 10(5): 1152-1156

[19] Du, Qian; Zhang, Liangpei; Zhang, Bing; Tong Xiaohua; Du Peijun. Foreword to the Special Issue on Hyperspectral Remote Sensing: Theory, Methods, and Applications. IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing. 2013, 6(2): 459-465

[18] Peijun Du, Kun Tan and Xiaoshi Xing. A novel binary tree support vector machine for hyperspectral remote sensing image classification. Optics Communication, 285 (2012) 30543060. doi:10.1016/j.optcom.2012.02.092201412210384355255.pdf

[17] Peijun Du, Junshi Xia, Wei Zhang, Kun Tan, Yi Liu and Sicong Liu. Multiple Classifier System for Remote Sensing Image Classification: A Review. Sensors, 2012, 12, 4764-4792. doi:10.3390/s120404764201412210392635448.pdf

[16] Peijun Du,  Sicong Liu, Paolo Gamba, Kun Tan, and Junshi Xia. Fusion of Difference Images for Change Detection over Urban Areas. IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing (IEEE JSTARS), 2012, 5(4): 1076-1086. DOI 10.1109/JSTARS.2012.2200879201412210403816932.pdf

[15] Hongjun Su, Yehua Sheng, Peijun Du*, and Kui Liu. Adaptive affinity propagation with spectral angle mapper for semi-supervised hyperspectral band selection. Applied Optics, 2012, Vol. 51, No. 14, pp2656-2663 (Corresponding author)201412210484118150.pdf

[14] Su, Hongjun; Du, Peijun; Du, Qian. Semi-supervised Dimensionality Reduction Using Orthogonal Projection Divergence-based Clustering for Hyperspectral Imagery. Optical Engineering, 2012, 51(11): 111715-1 111715-8  (Corresponding author)20141221049731797.pdf

[13] Peijun Du, Wei Zhang, Junshi Xia. Hyperspectral remote sensing image classification based on decision level fusion[J]. Chinese Optics Letters, 2011,9(3): 33-36201412210412471832.pdf

[12] Peijun Du, Linshan Yuan, Junshi Xia, and Jianguo He. Fusion and classification of Beijing-1 small satellite remote sensing image for land cover monitoring in mining area. Chinese Geographical Science, 2011, 21(6): 656-665 (doi: 10.1007/s11769-011-0505-x) 201412210414737183.pdf

[11] Tan, Kun; Du, Peijun. Combined multi-kernel support vector machine and wavelet analysis for hyperspectral remote sensing image classification. Chinese Optics Letters, 2011, 9(1)

[10] Gamba, Paolo; Du, Peijun; Juergens, Carsten; Maktav, Derya. Foreword to the special issue on "human settlements: A global remote sensing challenge". IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing, v 4, n 1, p 5-7, March 2011201412210495051400.pdf

[9] 谭琨,杜培军. 基于支持向量机的高光谱遥感图像分类. 红外与毫米波学报,2008272):123-128(SCI, EI Accession number 20082111275173201421411262965892.pdf

[8] 谭琨,杜培军.基于径向基函数神经网络的高光谱遥感图像分类. 光谱学与光谱分析.2008289):2009-2013(SCI, EI Accession number 20084111636487201421411264137985.pdf

[7] Tang, Hong ; Fang, Tao ; Du, Pei-Jun ; Shi, Peng-Fei. Intra-dimensional feature diagnosticity in the Fuzzy Feature Contrast Model. Image and Vision Computing, 2008, 26(2) : 751-760. doi:10.1016/j.imavis.2007.08.009  (SCI, EI Accession number 20081311174725 )

[6] Peijun Du, Kun Tan, Xiaoshi Xing. Wavelet SVM in Reproducing Kernel Hilbert Space for hyperspectral remote sensing image classification. Optics Communications 283:2010, 4978-4984 (SCI)201421411233739758.pdf

[5] 杜培军, 陈云浩, 方涛, 唐宏. 基于光谱特征的高光谱遥感影像检索. 光谱学与光谱分析, 2005, 25(8): 1171-1175( SCI, EI)

[4] 唐宏, 杜培军, 方涛等. 光谱角制图模型的误差源分析与改进算法. 光谱学与光谱分析, 2005, 25(8): 1180-1183( SCI, EI)

[3] Lin Hui; Du Pei-jun; Zhao Chang-sheng; Shu Ning. Edge Detection Method Of Remote Sensing Images Based On Mathematical Morphology Of Multi-Structure Elements. Chinese Geographical Science, 2004, 14(3): 263-268 

[2] Du Peijun, Zhou Xingdong and Guo Dazhi. Some key issues on the application of satellite Remote Sensing to Mining Areas. Chinese Geographical Science, 2003, 13(1): 79-83

[1] Zhou Xingdong, Du Peijun and Guo Dazhi. Study on the subsiding land extraction from Landsat TM image supported by GIS and domain knowledge. Chinese Geographical Science, 2003, 13(1): 30-33

 

国内一级期刊论文

杜培军,阿里木·赛买提. 高分辨率遥感影像分类的多示例集成学习. 遥感学报, 2013, 17(1): 77-97201421411152978680.pdf

杜培军,柳思聪. 融合多特征的遥感影像变化检测. 遥感学报, 2012, 16(4): 670-68320142141116479073.pdf

杜培军,柳思聪,郑辉. 基于支持向量机的矿区土地覆盖变化检测. 中国矿业大学学报, 2012, 41(2): 262-267 (EI)201421411164711198.pdf

吴春花, 杜培军, 谭琨. 煤矿区土地覆盖与景观格局变化研究. 煤炭学报, 2012, 37(6): 1026-1033 (EI)201421411171786305.pdf

杜培军,柳思聪,谭琨. 国产HJ小卫星遥感影像多特征融合用于日本海啸灾情快速监测. 科技导报2012, 30(4): 31-3620142141118040287.pdf

 

杜培军, 王小美, 谭琨等. 利用流形学习进行高光谱遥感影像的降维与特征提取[J]. 武汉大学学报(信息科学版), 2011,36(02): 148-152. (EI Accession number : 20111413898451) 201421411255141287.pdf

柳思聪, 杜培军, 陈绍杰. 决策级融合的多分辨率遥感影像变化检测. 遥感学报, 2011, 15(4): 846-862201421411251346275.pdf

夏俊士,杜培军,. 基于非线性光谱混合模型的遥感影像提取城市不透水层.光子学报,2011,401:13-18.XIA Jun-shi, DU Pei-jun, CAO Wen. Urban Impervious Surface Extraction from Remote Sensing Image Based on Nonlinear Spectral Mixture Mode[J]. Acta Photonica Sinica, 2011, 40(1):13-17.

夏俊士, 杜培军, 张伟. 遥感影像多分类器集成的关键技术与系统实现[J]. 科技导报, 2011, 29(21):22-26.201421411241988344.pdf

夏俊士, 杜培军, 逄云峰, 曹文等. 于高光谱数据的城市不透水层提取与分析[J]. 中国矿业大学学报, 2011, 40(4):660-666.

DU Peijun, LI Xingli, CAO Wen, LUO Yan, ZHANG Huapeng. Monitoring urban land cover and vegetation change by multi-temporal remote sensing information. Mining Science and Technology, 20 (2010) 0922–0932 (EI Accession number: 20104913463817)

杜培军,单丹丹,夏俊士,刘培. 北京一号小卫星数据的城市景观格局监测分析——以徐州市城区为例. 地球信息科学学报,2010, (6): 855-862

杜培军, 袁林山, 张华鹏, 谭琨, 尹作霞. 基于多时相CBERS影像分析矿业城市景观格局变化-以徐州市为例. 中国矿业大学学报, 2009,38(1):106-113(EI Accession number: 20090811917851)

Du Peijun, Tan Kun, Feature extraction for target identification and image classification of OMIS hyperspectral imageMining Science and Technology2009,19(6),835-841(EI Accession number: 20094812502439)

杜培军,郑辉,张海荣. 欧共体MINEO项目对我国采矿环境影响综合监测的启示. 煤炭学报,2008331):71-75(EI Accession number 20081911244420201421411204858062.pdf

杜培军,陈云浩,曹金亮等. 煤矿区地质环境与地质灾害遥感集成监测系统的关键技术.地理信息世界,200865):14-20

遥感领域重要国际会议论文

Xia, Junshi; Du, Peijun; Ban, Yifang. Evaluation to spatial pattern of urban heat island and its relationship with land cover by HJ-1 remote sensing images - A case study of Shanghai City. Proceedings of the Symposium - Dragon 2 Programme Mid-Term Results 2008 – 2010. European Space Agency, (Special Publication) ESA SP v 684 (EI Accession number: 20110713661464)

Xia, Junshi; Du, Peijun; Zhang, Huapeng; Ban, Yifang; Yuan, Linshan. Monitoring urban impervious surface growth in Xuzhou using CBERS and BJ-1 Remote Sensing images. Proceedings of the Symposium - Dragon 2 Programme Mid-Term Results 2008 – 2010. European Space Agency, (Special Publication) ESA SP v 684 (EI Accession number: 20110713661463)

Xia, Junshi; Du, Peijun; Liu, Pei; Shan, Dandan; Ban, Yifang. Quantifying spatio-temporal change of urban land cover/use and landscape pattern using BJ-1 and CBERS remote sensing images: A case study of Shanghai. Proceedings of the Symposium - Dragon 2 Programme Mid-Term Results 2008 – 2010. European Space Agency, (Special Publication) ESA SP v 684 (EI Accession number: 20110713661394)

Kincal, Cem; Singleton, Andrew; Liu, Peng; Li, Zhenhong; Drummond, Jane; Hoey, Trevor; Muller, Jan-Peter; Qu, Wei; Zeng, Qiming; Zhang, Jingfa; Du, Peijun. Mass movement susceptibility mapping using satellite optical imagery compared with InSar monitoring: Zigui County, Three Gorges region, China. Proceedings of the Symposium - Dragon 2 Programme Mid-Term Results 2008 – 2010. European Space Agency, (Special Publication) ESA SP v 684 (EI Accession number: 20110713661409)

Peijun Du, Hao Sun, and Wei Zhang. Target Identification from High Resolution Remote Sensing Image by Combining Multiple Classifiers. The Eighth International Workshop on Multiple Classifier Systems, J.A. Benediktsson, J. Kittler, and F. Roli (Eds): MCS 2009, LNCS 5519, pp. 408–417. Springer-Verlag Berlin Heidelberg 2009EI Accession number 20094012347924

Peijun Du, Guangli Li, Wei Zhang, Xiaomei Wang, and Hao Sun. Consistency Measure of Multiple Classifiers for Land Cover Classification by Remote Sensing Image. The Eighth International Workshop on Multiple Classifier Systems, J.A. Benediktsson, J. Kittler, and F. Roli (Eds): MCS 2009, LNCS 5519, pp. 398–407. Springer-Verlag Berlin Heidelberg 2009EI Accession number 20094012347923

Peijun Du, Wei Zhang, and Hao Sun. Multiple Classifier Combination for Hyperspectral Remote Sensing Image Classification. The Eighth International Workshop on Multiple Classifier Systems, J.A. Benediktsson, J. Kittler, and F. Roli (Eds): MCS 2009, LNCS 5519, pp. 52–61. Springer-Verlag Berlin Heidelberg 2009EI Accession number 20094012357633

H. Su, P. Du, and Q. Du, Hierarchical band clustering for hyperspectral image analysis, Proceedings of 7th IAPR Workshop on Pattern Recognition in Remote Sensing, Tsukuba City, Japan, Nov. 2012.

H. Su, Q. Du, and P. Du, Hyperspectral imagery visualization using band selection, Proceedings of 4th IEEE GRSS Workshop on Hyperspectral and Signal Processing: Evolution in Remote Sensing (WHISPERS 2012) , Shanghai, China, June 2012.

Peijun Du, Sicong Liu, Lorenzo Bruzzone, Francesca Bovolo. Target-driven change detection based on data transformation and similarity measures. IEEE International Geoscience And Remote Sensing Symposium 2012 (IGARSS 2012), Munich, Germany, 22-27 July 2012

Sicong Liu, Lorenzo Bruzzone, Francesca Bovolo, Peijun Du. Unsupervised hierarchical spectral analysis for change detection in hyperspectral images. Proceedings of 4th IEEE GRSS Workshop on Hyperspectral and Signal Processing: Evolution in Remote Sensing (WHISPERS 2012). Shanghai, China, 4-7 June, 2012.

P.Gamba, G. Lisini, P.Liu, P.J.Du, H.Lin. Urban climate zone detection and discrimination using object-based analysis of VHR scenes. Proceedings of the 4th GEOBIA, May 7-9, 2012. Rio de Janeiro-Brazil.p.070.

Pei Liu, Peijun Du, Paolo Gamba. Urban spatial and temporal changes analysis based on spectral, polarimetric, temporal, spatial dimensions and decision level fusion. 1st EARSel Workshop on temporal analysis of satellite images, Mykonos, Greece, 24th-25th May, 2012.

P. Liu, P. Gamba, G. Lisini, P. Du. Comparative analysis and combination of ALOS optical and SAR data for human settlement extent extraction. IEEE International Geoscience And Remote Sensing Symposium 2012 (IGARSS 2012), Munich, Germany, 22th -27th, July, 2012.

Paolo Gamba, Pei Liu, Peijun Du, Hui Lin. Evaluation and analysis of fusion algorithms for active and passive remote sensing image. IEEE International Geoscience And Remote Sensing Symposium 2012 (IGARSS 2012), Munich, Germany, 22th -27th, July, 2012.

Du, Peijun, Paul Aplin, Mike Jackson. Remote Sensing Education in China and The UK: Synergy And Opportunities. Proceedings of the 21st Congress of ISPRS. July, 2008

Du Peijun, Wu Chunhua, Pei Jianzhong, et al. Monitoring Land Cover and Landscape Pattern Change along Highway Corridor using Multi-temporal Remotely Sensed Data. 2009 International Workshop on GIS for TransportationGIS-T 2009, Wuhan, 2009.12

Du Peijun, Sun Hao, Pei Jianzhong, et al. Intergrating GIS with Traffic Safety Models. 2009 International Workshop on GIS for TransportationGIS-T 2009, Wuhan, 2009.12


版权所有 © 2013 江苏省地理信息技术重点实验室 210046
江苏省南京市栖霞区仙林大道163号
本站由 金戈实业 制作维护  建议使用电脑分辨率1024*768以上、IE7.0以上浏览本站  点击次数:32749