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杨焘等:流形正则化多核模型的模糊红外目标提取 ·885· midwave infrared image based on immune template clustering. senter theorem.Proc Annu Conf Comput Learn Theory,2000,42 Spectrose Spectral Anal,2014,34(3):673 (3):416 (付冬梅,于晓,童何俊,等.基于免疫聚类模板的模糊中波红 [17]Scholkopf B,Smola A J.Learning with kernels:support vector 外图像目标提取.光谱学与光谱分析,2014,34(3):673) machines,regularization,optimization,and beyond.J Am Stat Yu X.Fu D M.Target Extraction from Blurred Trace Infrared Im- As0c,2011,98(3):781 ages with a Superstring Galaxy Template Algorithm.Infrared Phys [18]Grant M C,Boyd S P.Graph implementations for nonsmooth Technol,2014,64(3):9 convex programs/Recent Adrances in Learning and Control. [10]Fu D M.Yu X,Tong H J.Target extraction of blurred infrared Springer London,2008:95 image with an immune network template algorithm.Opt Laser [19]Andersen B E D,Andersen K D.The MOSEK Optimization Tools Technol,2014,56(1):102 Manual,2007 [11]Han W Y,Lee J C.Palm vein recognition using adaptive Gabor 20]Jadin M S,Taib S.Infrared image enhancement and segmenta- filter.Expert Syst Appl,2012,39(18):13225 tion for extracting the thermal anomalies in electrical equipment. [12]Gonen M,Alpaydin E.Multiple kemel learning algorithms. Electron Electr Eng,2012,4:107 Mach Learn Res,2011,12:2211 21]Cardenes R,Bach M,Chi Y,et al.Multimodal evaluation for [13]Belkin M,Niyogi P,Sindhwani V.Manifold regularization:a medical image segmentation Lecture Notes in Computer Sci- geometric framework for learning from labeled and unlabeled ex- ence,4673LNCS,2007:229 amples.J Mach Learn Res,2006,7:2399 [22]Babalola K O,Patenaude B,Aljabar P.An evaluation of four [14]Yang T,Fu D M.Semi-supervised classification with Laplacian automatic methods of segmenting the subcortical structures in the multiple kernel leamning.Neurocomputing,2014,140:19 brain.Neuroimage,2009,47(4):1435 [15]Rakotomamonjy A,Bach F,Canu S,et al.SimpleMKI/Mach [23]Tao W B.Jin H,Liu L M.Object segmentation using ant colony Learn Res,2008,9:2491 optimization algorithm and fuzzy entropy.Pattern Recognit Lett [16]Scholkopf B,Herbrich R,Smola A J,et al.A generalized repre- 2007,28(7):788杨 焘等: 流形正则化多核模型的模糊红外目标提取 midwave infrared image based on immune template clustering. Spectrosc Spectral Anal,2014,34( 3) : 673 ( 付冬梅,于晓,童何俊,等. 基于免疫聚类模板的模糊中波红 外图像目标提取. 光谱学与光谱分析,2014,34( 3) : 673) [9] Yu X,Fu D M. Target Extraction from Blurred Trace Infrared Im￾ages with a Superstring Galaxy Template Algorithm. Infrared Phys Technol,2014,64( 3) : 9 [10] Fu D M,Yu X,Tong H J. Target extraction of blurred infrared image with an immune network template algorithm. Opt Laser Technol,2014,56( 1) : 102 [11] Han W Y,Lee J C. Palm vein recognition using adaptive Gabor filter. Expert Syst Appl,2012,39( 18) : 13225 [12] Gnen M,Alpaydn E. Multiple kernel learning algorithms. J Mach Learn Res,2011,12: 2211 [13] Belkin M,Niyogi P,Sindhwani V. Manifold regularization: a geometric framework for learning from labeled and unlabeled ex￾amples. J Mach Learn Res,2006,7: 2399 [14] Yang T,Fu D M. Semi-supervised classification with Laplacian multiple kernel learning. Neurocomputing,2014,140: 19 [15] Rakotomamonjy A,Bach F,Canu S,et al. SimpleMKL. J Mach Learn Res,2008,9: 2491 [16] Schlkopf B,Herbrich R,Smola A J,et al. A generalized repre￾senter theorem. Proc Annu Conf Comput Learn Theory,2000,42 ( 3) : 416 [17] Schlkopf B,Smola A J. Learning with kernels: support vector machines,regularization,optimization,and beyond. J Am Stat Assoc,2011,98( 3) : 781 [18] Grant M C,Boyd S P. Graph implementations for nonsmooth convex programs / / Recent Advances in Learning and Control. Springer London,2008: 95 [19] Andersen B E D,Andersen K D. The MOSEK Optimization Tools Manual,2007 [20] Jadin M S,Taib S. Infrared image enhancement and segmenta￾tion for extracting the thermal anomalies in electrical equipment. Electron Electr Eng,2012,4: 107 [21] Cardenes R,Bach M,Chi Y,et al. Multimodal evaluation for medical image segmentation / / Lecture Notes in Computer Sci￾ence,4673 LNCS,2007: 229 [22] Babalola K O,Patenaude B,Aljabar P. An evaluation of four automatic methods of segmenting the subcortical structures in the brain. Neuroimage,2009,47( 4) : 1435 [23] Tao W B,Jin H,Liu L M. Object segmentation using ant colony optimization algorithm and fuzzy entropy. Pattern Recognit Lett, 2007,28( 7) : 788 · 588 ·
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