{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,6,3]],"date-time":"2026-06-03T19:13:21Z","timestamp":1780514001211,"version":"3.54.1"},"reference-count":31,"publisher":"Springer Science and Business Media LLC","issue":"3-4","license":[{"start":{"date-parts":[[2012,7,7]],"date-time":"2012-07-07T00:00:00Z","timestamp":1341619200000},"content-version":"tdm","delay-in-days":0,"URL":"http:\/\/www.springer.com\/tdm"}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":["Neural Comput & Applic"],"published-print":{"date-parts":[[2013,9]]},"DOI":"10.1007\/s00521-012-1014-2","type":"journal-article","created":{"date-parts":[[2012,7,6]],"date-time":"2012-07-06T02:43:19Z","timestamp":1341542599000},"page":"895-905","source":"Crossref","is-referenced-by-count":12,"title":["Nonnegative matrix factorization-based hyperspectral and panchromatic image fusion"],"prefix":"10.1007","volume":"23","author":[{"given":"Zhou","family":"Zhang","sequence":"first","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Zhenwei","family":"Shi","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]}],"member":"297","published-online":{"date-parts":[[2012,7,7]]},"reference":[{"issue":"1","key":"1014_CR1","first-page":"79","volume":"14","author":"D Manolakis","year":"2003","unstructured":"Manolakis D, Marden D, Shaw GA (2003) Hyperspectral image processing for automatic target detection applications. Linc Lab 14(1):79\u2013116","journal-title":"Linc Lab"},{"issue":"1","key":"1014_CR2","first-page":"3","volume":"14","author":"GA Shaw","year":"2003","unstructured":"Shaw GA, Burke HK (2003) Spectral imaging for remote sensing. Linc Lab 14(1):3\u201328","journal-title":"Linc Lab"},{"issue":"7","key":"1014_CR3","doi-asserted-by":"crossref","first-page":"1779","DOI":"10.1080\/01431160802639525","volume":"30","author":"M Cetin","year":"2009","unstructured":"Cetin M, Musaolu N (2009) Merging hyperspectral and panchromatic image data: qualitative and quantitative analysis. Int J Remote Sens 30(7):1779\u20131804","journal-title":"Int J Remote Sens"},{"key":"1014_CR4","doi-asserted-by":"crossref","first-page":"225","DOI":"10.1016\/j.inffus.2004.06.009","volume":"6","author":"Y Zhang","year":"2005","unstructured":"Zhang Y, Hong G (2005) An IHS and wavelet integrated approach to improve pan-sharpening visual quality of natural colour IKONOS and QuickBird images. Inf Fus 6:225\u2013234","journal-title":"Inf Fus"},{"key":"1014_CR5","first-page":"459","volume":"56","author":"WJ Carper","year":"1990","unstructured":"Carper WJ, Lillesand TM, Kiefer RW (1990) The use of intensity hue saturation transformations for merging SPOT panchromatic and multi-spectral image data. Photogramm Eng Remote Sens 56:459\u2013467","journal-title":"Photogramm Eng Remote Sens"},{"key":"1014_CR6","doi-asserted-by":"crossref","first-page":"343","DOI":"10.1016\/0034-4257(87)90088-5","volume":"22","author":"AR Gillespie","year":"1987","unstructured":"Gillespie AR, Kahle AB, Walker RE (1987) Color enhancement of highly correlated imagesII. Channel ratio and chromaticity transformation techniques. Remote Sens Environ 22:343\u2013365","journal-title":"Remote Sens Environ"},{"key":"1014_CR7","unstructured":"King RL, Wang J (2001) A wavelet based algorithm for pan sharpening landsat 7 imagery. In: Proceedings of international geoscience and remote sensing symposium (IGARSS 2001), pp 849\u2013851"},{"issue":"10","key":"1014_CR8","doi-asserted-by":"crossref","first-page":"2300","DOI":"10.1109\/TGRS.2002.803623","volume":"40","author":"B Aiazzi","year":"2002","unstructured":"Aiazzi B, Alparone L, Baronti S, Garzelli A (2002) Context-driven fusion of high spatial and spectral resolution images based on oversampled multi-resolution analysis. IEEE Trans Geosci Remote Sens 40(10):2300\u20132312","journal-title":"IEEE Trans Geosci Remote Sens"},{"issue":"3","key":"1014_CR9","first-page":"295","volume":"57","author":"PS Chavez","year":"1991","unstructured":"Chavez PS, Slides SC, Anderson JA (1991) Comparison of three different methods to merge multiresolution and multispectral data: landsat TM and SPOT panchromatic. Photogramm Eng Remote Sens 57(3):295\u2013303","journal-title":"Photogramm Eng Remote Sens"},{"issue":"1","key":"1014_CR10","first-page":"81","volume":"59","author":"A Pellemans","year":"1993","unstructured":"Pellemans A, Jordans R, Allewijn R (1993) Merging multispectral and panchromatic SPOT images with respect to the radiometric properties of the sensor. Photogramm Eng Remote Sens 59(1):81\u201387","journal-title":"Photogramm Eng Remote Sens"},{"key":"1014_CR11","doi-asserted-by":"crossref","first-page":"177","DOI":"10.1016\/S1566-2535(01)00036-7","volume":"2","author":"T-M Tu","year":"2001","unstructured":"Tu T-M, Su S-C, Shyun H-C, Huang P-S (2001) A new look at IHS-like image fusion methods. Inf Fus 2:177\u2013186","journal-title":"Inf Fus"},{"issue":"18","key":"1014_CR12","doi-asserted-by":"crossref","first-page":"3461","DOI":"10.1080\/014311600750037499","volume":"21","author":"JG Liu","year":"2000","unstructured":"Liu JG (2000) Smoothing filter-based intensity modulation: a spectral preserve image fusion technique for improving spatial details. Int J Remote Sens 21(18):3461\u20133472","journal-title":"Int J Remote Sens"},{"issue":"4","key":"1014_CR13","first-page":"743","volume":"19","author":"J Zhou","year":"1998","unstructured":"Zhou J, Civco DL, Silander JA (1998) A wavelet transform method to merge landsat TM and SPOT panchromatic data. Int J Image Process 19(4):743\u2013757","journal-title":"Int J Image Process"},{"issue":"6","key":"1014_CR14","doi-asserted-by":"crossref","first-page":"1391","DOI":"10.1109\/TGRS.2005.846874","volume":"43","author":"ZJ Wang","year":"2005","unstructured":"Wang ZJ, Ziou D, Armenakis C, Li D, Li QQ (2005) A comparative analysis of image fusion methods. IEEE Trans Geosci Remote Sens 43(6):1391\u20131402","journal-title":"IEEE Trans Geosci Remote Sens"},{"issue":"9","key":"1014_CR15","doi-asserted-by":"crossref","first-page":"1855","DOI":"10.1016\/j.patcog.2004.03.010","volume":"37","author":"G Pajares","year":"2004","unstructured":"Pajares G, de la Cruz JM (2004) A wavelet-based image fusion tutorial. Pattern Recognit 37(9):1855\u20131872","journal-title":"Pattern Recognit"},{"issue":"4","key":"1014_CR16","doi-asserted-by":"crossref","first-page":"249","DOI":"10.1016\/j.isprsjprs.2007.05.009","volume":"62","author":"K Amolins","year":"2007","unstructured":"Amolins K, Zhang Y, Dare P (2007) Wavelet based image fusion techniques-an introduction, review and comparison. ISPRS J Photogramm Remote Sens 62(4):249\u2013263","journal-title":"ISPRS J Photogramm Remote Sens"},{"key":"1014_CR17","doi-asserted-by":"crossref","first-page":"788","DOI":"10.1038\/44565","volume":"401","author":"DD Lee","year":"1999","unstructured":"Lee DD, Seung HS (1999) Learning the parts of objects by non-negative matrix factorization. Nature 401:788\u2013791","journal-title":"Nature"},{"issue":"1","key":"1014_CR18","doi-asserted-by":"crossref","first-page":"161","DOI":"10.1109\/TGRS.2008.2002882","volume":"47","author":"S Jia","year":"2009","unstructured":"Jia S, Qian Y (2009) Constrained nonnegative matrix factorization for hyperspectral unmixing. IEEE Trans Geosci Remote Sens 47(1):161\u2013173","journal-title":"IEEE Trans Geosci Remote Sens"},{"issue":"10","key":"1014_CR19","doi-asserted-by":"crossref","first-page":"2756","DOI":"10.1162\/neco.2007.19.10.2756","volume":"19","author":"CJ Lin","year":"2007","unstructured":"Lin CJ (2007) Projected gradient methods for non-negative matrix factorization. Neural Comput 19(10):2756\u20132779","journal-title":"Neural Comput"},{"key":"1014_CR20","first-page":"556","volume":"13","author":"DD Lee","year":"2001","unstructured":"Lee DD, Seung HS (2001) Algorithms for non-negative matrix factorization. Adv Neural Inf Process Syst 13:556\u2013562","journal-title":"Adv Neural Inf Process Syst"},{"key":"1014_CR21","doi-asserted-by":"crossref","unstructured":"Hoyer PO (2002) Non-negative sparse coding. In: Proceedings of IEEE workshop neural network. Signal process. Martigny, Switzerland, pp 557\u2013565","DOI":"10.1109\/NNSP.2002.1030067"},{"issue":"6","key":"1014_CR22","doi-asserted-by":"crossref","first-page":"419","DOI":"10.3844\/jcssp.2007.419.423","volume":"3","author":"Zulhaidi Helmi","year":"2007","unstructured":"Helmi Zulhaidi, Mohd Shafri, Affendi Suhaili, Shattri Manso (2007) The performance of maximum likelihood, spectral angle mapper. neural network and decision tree classifiers in hyperspectral image analysis. J Comput Sci 3(6):419\u2013423","journal-title":"J Comput Sci"},{"issue":"4","key":"1014_CR23","doi-asserted-by":"crossref","first-page":"898","DOI":"10.1109\/TGRS.2005.844293","volume":"43","author":"JMP Nascimento","year":"2005","unstructured":"Nascimento JMP, Dias JMB (2005) Vertex component analysis: a fast algorithm to unmix hyperspectral data. IEEE Trans Geosci Remote Sens 43(4):898\u2013910","journal-title":"IEEE Trans Geosci Remote Sens"},{"key":"1014_CR24","doi-asserted-by":"crossref","first-page":"023522","DOI":"10.1117\/1.2945910","volume":"2","author":"W Roberts","year":"2008","unstructured":"Roberts W, Aardt JV, Ahmed F (2008) Assessment of image fusion procedures using entropy, image quality, and multispectral. J Appl Remote Sens 2:023522","journal-title":"J Appl Remote Sens"},{"issue":"10","key":"1014_CR25","doi-asserted-by":"crossref","first-page":"2376","DOI":"10.1109\/TGRS.2005.856106","volume":"43","author":"X Otazu","year":"2005","unstructured":"Otazu X, Gonzalez-Audicana M, Fors O, Nunez J (2005) Introduction of sensor spectral response into image fusion methods. Application to wavelet-based methods. IEEE Trans Geosci Remote Sens 43(10):2376\u20132385","journal-title":"IEEE Trans Geosci Remote Sens"},{"issue":"5","key":"1014_CR26","doi-asserted-by":"crossref","first-page":"1590","DOI":"10.1109\/TGRS.2010.2087029","volume":"49","author":"MC El-Mezouar","year":"2011","unstructured":"El-Mezouar MC, Taleb N, Kpalma K, Ronsin J (2011) An IHS-based fusion for color distortion reduction and vegetation enhancement in IKONOS imagery. IEEE Trans Geosci Remote Sens 49(5):1590\u20131602","journal-title":"IEEE Trans Geosci Remote Sens"},{"issue":"5","key":"1014_CR27","doi-asserted-by":"crossref","first-page":"1927","DOI":"10.1109\/18.857802","volume":"46","author":"CI Chang","year":"2000","unstructured":"Chang CI (2000) An information theoretic-based approach to spectral variability, similarity and discriminability for hyperspectral image analysis. IEEE Trans Inf Theory 46(5):1927\u20131932","journal-title":"IEEE Trans Inf Theory"},{"issue":"5","key":"1014_CR28","first-page":"484","volume":"4","author":"M Deshmukh","year":"2010","unstructured":"Deshmukh M, Bhosale U (2010) Image fusion and image quality assessment of fused images. Int J Image Process 4(5):484\u2013508","journal-title":"Int J Image Process"},{"key":"1014_CR29","unstructured":"US Army Corps Engineers, http:\/\/www.tec.army.mil\/hypercube\/"},{"key":"1014_CR30","unstructured":"China Centre for Resources Satellite Data and Application. http:\/\/www.cresda.com"},{"key":"1014_CR31","unstructured":"Google Map. http:\/\/ditu.google.cn\/maps"}],"container-title":["Neural Computing and Applications"],"original-title":[],"language":"en","link":[{"URL":"http:\/\/link.springer.com\/content\/pdf\/10.1007\/s00521-012-1014-2.pdf","content-type":"application\/pdf","content-version":"vor","intended-application":"text-mining"},{"URL":"http:\/\/link.springer.com\/article\/10.1007\/s00521-012-1014-2\/fulltext.html","content-type":"text\/html","content-version":"vor","intended-application":"text-mining"},{"URL":"http:\/\/link.springer.com\/content\/pdf\/10.1007\/s00521-012-1014-2","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2019,6,30]],"date-time":"2019-06-30T12:05:52Z","timestamp":1561896352000},"score":1,"resource":{"primary":{"URL":"http:\/\/link.springer.com\/10.1007\/s00521-012-1014-2"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2012,7,7]]},"references-count":31,"journal-issue":{"issue":"3-4","published-print":{"date-parts":[[2013,9]]}},"alternative-id":["1014"],"URL":"https:\/\/doi.org\/10.1007\/s00521-012-1014-2","relation":{},"ISSN":["0941-0643","1433-3058"],"issn-type":[{"value":"0941-0643","type":"print"},{"value":"1433-3058","type":"electronic"}],"subject":[],"published":{"date-parts":[[2012,7,7]]}}}