{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,11,4]],"date-time":"2025-11-04T22:59:04Z","timestamp":1762297144676},"reference-count":30,"publisher":"Springer Science and Business Media LLC","issue":"1","content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":["EURASIP J. Adv. Signal Process."],"published-print":{"date-parts":[[2006,12]]},"DOI":"10.1155\/2007\/29250","type":"journal-article","created":{"date-parts":[[2006,11,2]],"date-time":"2006-11-02T13:36:38Z","timestamp":1162474598000},"source":"Crossref","is-referenced-by-count":40,"title":["A Comparative Analysis of Kernel Subspace Target Detectors for Hyperspectral Imagery"],"prefix":"10.1186","volume":"2007","author":[{"given":"Heesung","family":"Kwon","sequence":"first","affiliation":[]},{"given":"Nasser M.","family":"Nasrabadi","sequence":"additional","affiliation":[]}],"member":"297","published-online":{"date-parts":[[2006,9,11]]},"reference":[{"issue":"8","key":"1920_CR1","doi-asserted-by":"publisher","first-page":"2146","DOI":"10.1109\/78.301849","volume":"42","author":"LL Scharf","year":"1994","unstructured":"Scharf LL, Friedlander B: Matched subspace detectors. IEEE Transactions on Signal Processing 1994,42(8):2146-2156. 10.1109\/78.301849","journal-title":"IEEE Transactions on Signal Processing"},{"issue":"4","key":"1920_CR2","doi-asserted-by":"publisher","first-page":"779","DOI":"10.1109\/36.298007","volume":"32","author":"JC Harsanyi","year":"1994","unstructured":"Harsanyi JC, Chang C-I: Hyperspectral image classification and dimensionality reduction: an orthogonal subspace projection approach. IEEE Transactions on Geoscience and Remote Sensing 1994,32(4):779-785. 10.1109\/36.298007","journal-title":"IEEE Transactions on Geoscience and Remote Sensing"},{"key":"1920_CR3","doi-asserted-by":"publisher","first-page":"2","DOI":"10.1117\/12.410332","volume":"4049","author":"D Manolakis","year":"2000","unstructured":"Manolakis D, Shaw G, Keshava N: Comparative analysis of hyperspectral adaptive matched filter detectors. Algorithms for Multispectral, Hyperspectral, and Ultraspectral Imagery VI, April 2000, Orlando, Fla, USA, Proceedings of SPIE 4049: 2-17.","journal-title":"Algorithms for Multispectral, Hyperspectral, and Ultraspectral Imagery VI"},{"issue":"1","key":"1920_CR4","doi-asserted-by":"publisher","first-page":"208","DOI":"10.1109\/7.135446","volume":"28","author":"FC Robey","year":"1992","unstructured":"Robey FC, Fuhrmann DR, Kelly EJ, Nitzberg R: A CFAR adaptive matched filter detector. IEEE Transactions on Aerospace and Electronic Systems 1992,28(1):208-216. 10.1109\/7.135446","journal-title":"IEEE Transactions on Aerospace and Electronic Systems"},{"issue":"9","key":"1920_CR5","doi-asserted-by":"publisher","first-page":"2538","DOI":"10.1109\/78.782198","volume":"47","author":"S Kraut","year":"1999","unstructured":"Kraut S, Scharf LL: The CFAR adaptive subspace detector is a scale-invariant GLRT. IEEE Transactions on Signal Processing 1999,47(9):2538-2541. 10.1109\/78.782198","journal-title":"IEEE Transactions on Signal Processing"},{"issue":"1","key":"1920_CR6","doi-asserted-by":"publisher","first-page":"1","DOI":"10.1109\/78.890324","volume":"49","author":"S Kraut","year":"2001","unstructured":"Kraut S, Scharf LL, McWhorter LT: Adaptive subspace detectors. IEEE Transactions on Signal Processing 2001,49(1):1-16. 10.1109\/78.890324","journal-title":"IEEE Transactions on Signal Processing"},{"issue":"2","key":"1920_CR7","doi-asserted-by":"publisher","first-page":"178","DOI":"10.1109\/TPAMI.2006.39","volume":"28","author":"H Kwon","year":"2006","unstructured":"Kwon H, Nasrabadi NM: Kernel matched subspace detectors for hyperspectral target detection. IEEE Transactions on Pattern Analysis and Machine Intelligence 2006,28(2):178-194.","journal-title":"IEEE Transactions on Pattern Analysis and Machine Intelligence"},{"issue":"12","key":"1920_CR8","doi-asserted-by":"publisher","first-page":"2952","DOI":"10.1109\/TGRS.2005.857904","volume":"43","author":"H Kwon","year":"2005","unstructured":"Kwon H, Nasrabadi NM: Kernel orthogonal subspace projection for hyperspectral signal classification. IEEE Transactions on Geoscience and Remote Sensing 2005,43(12):2952-2962.","journal-title":"IEEE Transactions on Geoscience and Remote Sensing"},{"issue":"2","key":"1920_CR9","doi-asserted-by":"publisher","first-page":"271","DOI":"10.1109\/LGRS.2006.869985","volume":"3","author":"H Kwon","year":"2006","unstructured":"Kwon H, Nasrabadi NM: Kernel adaptive subspace detector for hyperspectral imagery. IEEE Transactions on Geoscience and Remote Sensing 2006,3(2):271-275. 10.1109\/LGRS.2006.869985","journal-title":"IEEE Transactions on Geoscience and Remote Sensing"},{"key":"1920_CR10","doi-asserted-by":"crossref","first-page":"665","DOI":"10.1109\/ICASSP.2005.1416096","volume":"4","author":"H Kwon","year":"2005","unstructured":"Kwon H, Nasrabadi NM: Kernel spectral matched filter for hyperspectral target detection. Proceedings of the IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP '05), March 2005, Philadelphia, Pa, USA 4: 665-668.","journal-title":"Proceedings of the IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP '05)"},{"key":"1920_CR11","volume-title":"The Nature of Statistical Learning Theory","author":"VN Vapnik","year":"1999","unstructured":"Vapnik VN: The Nature of Statistical Learning Theory. Springer, New York, NY, USA; 1999."},{"key":"1920_CR12","volume-title":"Learning with Kernels","author":"B Sch\u00f6lkopf","year":"2002","unstructured":"Sch\u00f6lkopf B, Smola AJ: Learning with Kernels. MIT Press, Cambridge, Mass, USA; 2002."},{"issue":"5","key":"1920_CR13","doi-asserted-by":"publisher","first-page":"1299","DOI":"10.1162\/089976698300017467","volume":"10","author":"B Sch\u00f6lkopf","year":"1998","unstructured":"Sch\u00f6lkopf B, Smola AJ, M\u00fcller K-R: Nonlinear component analysis as a kernel eigenvalue problem. Neural Computation 1998,10(5):1299-1319. 10.1162\/089976698300017467","journal-title":"Neural Computation"},{"issue":"10","key":"1920_CR14","doi-asserted-by":"publisher","first-page":"2385","DOI":"10.1162\/089976600300014980","volume":"12","author":"G Baudat","year":"2000","unstructured":"Baudat G, Anouar F: Generalized discriminant analysis using a kernel approach. Neural Computation 2000,12(10):2385-2404. 10.1162\/089976600300014980","journal-title":"Neural Computation"},{"issue":"3","key":"1920_CR15","doi-asserted-by":"publisher","first-page":"780","DOI":"10.1109\/TNN.2002.1000150","volume":"13","author":"M Girolami","year":"2002","unstructured":"Girolami M: Mercer kernel-based clustering in feature space. IEEE Transactions on Neural Networks 2002,13(3):780-784. 10.1109\/TNN.2002.1000150","journal-title":"IEEE Transactions on Neural Networks"},{"issue":"1","key":"1920_CR16","doi-asserted-by":"publisher","first-page":"16","DOI":"10.1109\/72.896793","volume":"12","author":"A Ruiz","year":"2001","unstructured":"Ruiz A, Lopez-de-Teruel PE: Nonlinear kernel-based statistical pattern analysis. IEEE Transactions on Neural Networks 2001,12(1):16-32. 10.1109\/72.896793","journal-title":"IEEE Transactions on Neural Networks"},{"issue":"4","key":"1920_CR17","doi-asserted-by":"publisher","first-page":"801","DOI":"10.1016\/j.patcog.2003.07.011","volume":"37","author":"CH Park","year":"2004","unstructured":"Park CH, Park H: Nonlinear feature extraction based on centroids and kernel functions. Pattern Recognition 2004,37(4):801-810. 10.1016\/j.patcog.2003.07.011","journal-title":"Pattern Recognition"},{"issue":"2","key":"1920_CR18","doi-asserted-by":"publisher","first-page":"388","DOI":"10.1109\/TGRS.2004.841487","volume":"43","author":"H Kwon","year":"2005","unstructured":"Kwon H, Nasrabadi NM: Kernel RX-algorithm: a nonlinear anomaly detector for hyperspectral imagery. IEEE Transactions on Geoscience and Remote Sensing 2005,43(2):388-397.","journal-title":"IEEE Transactions on Geoscience and Remote Sensing"},{"key":"1920_CR19","doi-asserted-by":"publisher","first-page":"1025","DOI":"10.1109\/ICASSP.1999.759880","volume":"2","author":"E Maeda","year":"1999","unstructured":"Maeda E, Murase H: Multi-category classification by kernel based nonlinear subspace method. Proceedings of the IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP '99), March 1999, Phoenix, Ariz, USA 2: 1025-1028.","journal-title":"Proceedings of the IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP '99)"},{"issue":"1","key":"1920_CR20","doi-asserted-by":"publisher","first-page":"271","DOI":"10.1109\/TGRS.2003.817813","volume":"42","author":"MM Dundar","year":"2004","unstructured":"Dundar MM, Landgrebe DA: Toward an optimal supervised classifier for the analysis of hyperspectral data. IEEE Transactions on Geoscience and Remote Sensing 2004,42(1):271-277. 10.1109\/TGRS.2003.817813","journal-title":"IEEE Transactions on Geoscience and Remote Sensing"},{"key":"1920_CR21","first-page":"175","volume":"2","author":"E Pekalska","year":"2001","unstructured":"Pekalska E, Paclik P, Duin RPW: A generalized kernel approach to dissimilarity based classification. Journal of Machine Learning Research 2001, 2: 175-211.","journal-title":"Journal of Machine Learning Research"},{"issue":"1","key":"1920_CR22","doi-asserted-by":"publisher","first-page":"117","DOI":"10.1109\/TNN.2002.806629","volume":"14","author":"J Lu","year":"2003","unstructured":"Lu J, Plataniotis KN, Venetsanopoulos AN: Face recognition using kernel direct discriminant analysis algorithms. IEEE Transactions on Neural Networks 2003,14(1):117-126. 10.1109\/TNN.2002.806629","journal-title":"IEEE Transactions on Neural Networks"},{"issue":"4","key":"1920_CR23","doi-asserted-by":"publisher","first-page":"1045","DOI":"10.1109\/36.508422","volume":"34","author":"JJ Settle","year":"1996","unstructured":"Settle JJ: On the relationship between spectral unmixing and subspace projection. IEEE Transactions on Geoscience and Remote Sensing 1996,34(4):1045-1046. 10.1109\/36.508422","journal-title":"IEEE Transactions on Geoscience and Remote Sensing"},{"issue":"2","key":"1920_CR24","doi-asserted-by":"publisher","first-page":"4","DOI":"10.1109\/53.665","volume":"5","author":"BD Van Veen","year":"1988","unstructured":"Van Veen BD, Buckley KM: Beamforming: a versatile approach to spatial filtering. IEEE ASSP Magazine 1988,5(2):4-24.","journal-title":"IEEE ASSP Magazine"},{"key":"1920_CR25","volume-title":"Detection and classification of subpixel spectral signatures in hyperspectral image sequences","author":"JC Harsanyi","year":"1993","unstructured":"Harsanyi JC: Detection and classification of subpixel spectral signatures in hyperspectral image sequences, Ph.D. dissertation, Department of Computer Science & Electrical Engineering, University of Maryland, Baltimore, Md, USA, 1993."},{"key":"1920_CR26","doi-asserted-by":"publisher","DOI":"10.1007\/978-1-4419-9170-6","volume-title":"Hyperspectral Imaging: Techniques for Spectral Detection and Classification","author":"C-I Chang","year":"2003","unstructured":"Chang C-I: Hyperspectral Imaging: Techniques for Spectral Detection and Classification. Kluwer Academic \/Plenum, New York, NY, USA; 2003."},{"key":"1920_CR27","volume-title":"Statistical Signal Processing","author":"LL Scharf","year":"1991","unstructured":"Scharf LL: Statistical Signal Processing. Addison-Wesley, Reading, Mass, USA; 1991."},{"key":"1920_CR28","volume-title":"Array Signal Processing","author":"DH Johnson","year":"1993","unstructured":"Johnson DH, Dudgeon DE: Array Signal Processing. Prentice Hall, Englewood Cliffs, NJ, USA; 1993."},{"issue":"8","key":"1920_CR29","doi-asserted-by":"publisher","first-page":"1408","DOI":"10.1109\/PROC.1969.7278","volume":"57","author":"J Capon","year":"1969","unstructured":"Capon J: High resolution frequency-wavenumber spectrum analysis. Proceedings of the IEEE 1969,57(8):1408-1418.","journal-title":"Proceedings of the IEEE"},{"key":"1920_CR30","volume-title":"Linear Algebra and Its Applications","author":"G Strang","year":"1986","unstructured":"Strang G: Linear Algebra and Its Applications. Harcourt Brace, Orlando, Fla, USA; 1986."}],"container-title":["EURASIP Journal on Advances in Signal Processing"],"original-title":[],"language":"en","link":[{"URL":"http:\/\/link.springer.com\/content\/pdf\/10.1155\/2007\/29250.pdf","content-type":"application\/pdf","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2021,8,4]],"date-time":"2021-08-04T06:02:58Z","timestamp":1628056978000},"score":1,"resource":{"primary":{"URL":"https:\/\/asp-eurasipjournals.springeropen.com\/articles\/10.1155\/2007\/29250"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2006,9,11]]},"references-count":30,"journal-issue":{"issue":"1","published-print":{"date-parts":[[2006,12]]}},"alternative-id":["1920"],"URL":"https:\/\/doi.org\/10.1155\/2007\/29250","relation":{},"ISSN":["1687-6180"],"issn-type":[{"value":"1687-6180","type":"electronic"}],"subject":[],"published":{"date-parts":[[2006,9,11]]},"article-number":"029250"}}