遥感技术与应用 2016, Vol. 31 Issue (3): 488-496 DOI: 10.11873/j.issn.1004-0323.2016.3.0488 |
数据与图像处理 |
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基于蚁群优化算法的遥感器波段设置探究 |
张路1,刘良云2,高建威2,焦全军2,贾建华1
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(1.西安科技大学测绘科学与技术学院,陕西西安 710054;
2.中国科学院遥感与数字地球研究所,北京 100094) |
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The Explore of Band Set based on Ant Colony Optimization Algorithm for Remote Sensor |
Zhang Lu1,Liu Liangyun2,Gao Jianwei2,Jiao Quanjun2,Jia Jianhua1
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(1.College of Geometrics,Xi’an University of science and Technology ,Xi’an 710054,China;
2.Institute of Remote Sensing and Digital Earth,Chinese Academy of Sciences,Beijing 100094,China) |
引用本文:
张路,刘良云,高建威,焦全军,贾建华. 基于蚁群优化算法的遥感器波段设置探究[J]. 遥感技术与应用, 2016, 31(3): 488-496.
Zhang Lu,Liu Liangyun,Gao Jianwei,Jiao Quanjun,Jia Jianhua. The Explore of Band Set based on Ant Colony Optimization Algorithm for Remote Sensor. Remote Sensing Technology and Application, 2016, 31(3): 488-496.
链接本文:
http://www.rsta.ac.cn/CN/10.11873/j.issn.1004-0323.2016.3.0488
或
http://www.rsta.ac.cn/CN/Y2016/V31/I3/488
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[1]Jia Yonghong,Li Deren,Liu Jilin.Com-parison of IHS Transofrmation of Integrating SAR and TM Images[J].Journal of Remote Sensing,1998,2(2):103-106.[贾永红,李德仁,刘继林.四种IHS变换用于SAR与TM影像复合的比较[J].遥感学报,1998,2(2):103-106.][2]Chavez P S,Berlin G L,Sowers L B.Statistical Method for Selecting Landsat MSS Ratios[J].Journal of Applied Photographic Engineering,1982,8(1):23-30.[3]Sheffield C.Selecting Band Combinations from Multis-pectral Data[J].Photogrammetric Engineering and Remote Sensing,1985,51:681-687.[4]Su Hongjun,Du Peijun,Sheng Yehua.Study on Band Selection Algorithms of Hyperspectral Image Data[J].Application Research of Computers,2008,(4):1093-1096.[苏红军,杜培军,盛业华.高光谱影像波段选择算法研究[J].计算机应用研究,2008,(4):1093-1096].[5]Yang Jinhong,Yin Qiu,Zhou Ning.An Improved Method of Hyperspectral Remote Sensing Data Adaptive Band Selection[J].Remote Sensing Technology and Application,2007,(4):513-519.[杨金红,尹球,周宁.一种改进的高光谱数据自适应波段选择方法[J].遥感技术与应用,2007,(4):513-519].[6]Liu Xuesong,Ge Liang,Wang Bin,et al.An Unsupervised Band Selection Algorithm for Hyperspectral Imagery based on Maximal Information[J].Journal of Infrared and Millimeter Waves,2012,(2):166-170,176.[刘雪松,葛亮,王斌,等.基于最大信息量的高光谱遥感图像无监督波段选择方法[J].红外与毫米波学报,2012,(2):166-170,176].[7]Wang Liguo,Gu Yanfeng,Zhang Ye.Band Selection Method based on Combination of Support Vector Machines and Subspatial Partition[J].Systems Engineering and Electronics,2005,(6):974-977.[王立国,谷延锋,张晔.基于支持向量机和子空间划分的波段选择方法[J].系统工程与电子技术,2005,(6):974-977].[8]Colorni A,Dorigo M,Maniezzo V.Distributed Optimization by Ant Colonies[C]//Proceedings of the First European Conference on Artificial Life Paris,Frarce,1991,142:134-142.[9]Zhang B,Sun X,Gao L R,et al.Endmember Extraction of Hyperspectral Remote Sensing Images based on the Ant Colony Optimization(ACO) Algorithm[J].IEEE Transactions on Geoscience and Remote Sensing,2011,49(7):2635.[10]Gholizadeh H,Mojaradi B,Valadan Zoej M J.Local Prototype Space-based Band Selection for Hyperspectral Subpixel Analysis[J].PFG Photogrammetrie,Fernerkundung,Geoinformation,2015:20155.[11]Zhou S,Zhang J,Su B K.Feature Selection and Classification based on Ant Colony Algorithm for Hyperspectral Remote Sensing Images[C]//CISP'09.2nd International Congress on Image and Signal Processing.IEEE,2009:1-4.[12]Chien S,Cichy B,Davies A,et al.An Autonomous Earth Observing Sensorweb[C]//IEEE International Conference on Sensor Networks,Ubiquitous,and Trustworthy Computing,2006,1:8.[13]Barbara V M,Ruddick K.The Compact High Resolution Imaging Spectrometer (CHRIS):The Future of Hyperspectral Satellite Sensors[C]//Imagery of Oostende Coastal and Inland Waters,Proceedings of the Airborne Imaging Spectroscopy workshop,Brugge,2004.[14]Zhou G,Baysal O,Kaye J,Habib S,et al.Concept Design of Future Intelligent Earth Observing Satellites[J].International Journal of Remote Sensing,2004,2667-2685.[15]Li Deren,Shen Xin.OnIntelligent Earth Observation Systems[J].Science of Surveying and Mapping,2005,(4):9-11.[李德仁,沈欣.论智能化对地观测系统[J].测绘科学,2005,4:9-11.[16]Zhang Bing.Intelligent Remote Sensing Satellite System[J].Journal of Remote Sensing,2011,15(3):415-431.[张兵.智能遥感卫星系统[J].遥感学报,2011,15(3):415-431.][17]Du Q.Band Selection and Its Impact on Target Detection and Classification in Hyperspectral Image Analysis[C]//2003 IEEE Workshop on Advances in Techniques for Analysis of Remotely Sensed Data,2003:374-377.[18]Jia S,Ji Z,Qian Y,Shen L.Unsupervised Band Selection for Hyperspectral Imagery Classification without Manual band Removal[J].IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing,2012,5(2):531-543.〖JP〗[19]Liu X S,Ge L,Wang B,et al.An Unsupervised band Selection Algorithm for Hyperspectral Imagery based on Maximal Information[J].Journal of Infrared and Millimeter Waves,2012,31(2):166-170.[20]Yang H,Du Q,Chen G.Unsupervised Hyperspectral band Selection Using Graphics Processing Units[J].IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing,2011,4(3):660-668.[21]Stellacci A M,Castrignanò A,Troccoli A,et al.Selecting Optimal Hyperspectral Bands to Discriminate Nitrogen Status in Durum Wheat:a Comparison of Statistical Approaches.[J].Environmental Monitoring and Assessment,2016,1883.[22]Huang B C,Nian Y J,Wan J W.Distributed Lossless Compression Algorithm for Hyperspectral Images based on Classification[J].Spectroscopy Letters,2015,487. |
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