{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,7,3]],"date-time":"2025-07-03T05:07:25Z","timestamp":1751519245471,"version":"3.37.3"},"reference-count":61,"publisher":"Springer Science and Business Media LLC","issue":"3","license":[{"start":{"date-parts":[[2021,12,7]],"date-time":"2021-12-07T00:00:00Z","timestamp":1638835200000},"content-version":"tdm","delay-in-days":0,"URL":"https:\/\/www.springernature.com\/gp\/researchers\/text-and-data-mining"},{"start":{"date-parts":[[2021,12,7]],"date-time":"2021-12-07T00:00:00Z","timestamp":1638835200000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/www.springernature.com\/gp\/researchers\/text-and-data-mining"}],"funder":[{"DOI":"10.13039\/501100001809","name":"National Natural Science Foundation of China","doi-asserted-by":"publisher","award":["72071019"],"award-info":[{"award-number":["72071019"]}],"id":[{"id":"10.13039\/501100001809","id-type":"DOI","asserted-by":"publisher"}]},{"DOI":"10.13039\/501100005230","name":"Natural Science Foundation of Chongqing","doi-asserted-by":"publisher","award":["cstc2020jcyj-msxmX0068"],"award-info":[{"award-number":["cstc2020jcyj-msxmX0068"]}],"id":[{"id":"10.13039\/501100005230","id-type":"DOI","asserted-by":"publisher"}]},{"DOI":"10.13039\/100012494","name":"Chongqing Municipal Education Commission Foundation","doi-asserted-by":"publisher","award":["KJQN201900520"],"award-info":[{"award-number":["KJQN201900520"]}],"id":[{"id":"10.13039\/100012494","id-type":"DOI","asserted-by":"publisher"}]},{"DOI":"10.13039\/501100012226","name":"Fundamental Research Funds for the Central Universities","doi-asserted-by":"publisher","award":["2020CDJ-LHZZ-026"],"award-info":[{"award-number":["2020CDJ-LHZZ-026"]}],"id":[{"id":"10.13039\/501100012226","id-type":"DOI","asserted-by":"publisher"}]}],"content-domain":{"domain":["link.springer.com"],"crossmark-restriction":false},"short-container-title":["Multimed Tools Appl"],"published-print":{"date-parts":[[2022,1]]},"DOI":"10.1007\/s11042-021-11758-3","type":"journal-article","created":{"date-parts":[[2021,12,7]],"date-time":"2021-12-07T07:03:52Z","timestamp":1638860632000},"page":"4387-4411","update-policy":"https:\/\/doi.org\/10.1007\/springer_crossmark_policy","source":"Crossref","is-referenced-by-count":6,"title":["Fractional-order differentiation based sparse representation for multi-focus image fusion"],"prefix":"10.1007","volume":"81","author":[{"given":"Lei","family":"Yu","sequence":"first","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Zhi","family":"Zeng","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"ORCID":"https:\/\/orcid.org\/0000-0003-3241-3865","authenticated-orcid":false,"given":"Huiqi","family":"Wang","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Witold","family":"Pedrycz","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"297","published-online":{"date-parts":[[2021,12,7]]},"reference":[{"issue":"12","key":"11758_CR1","doi-asserted-by":"publisher","first-page":"8861","DOI":"10.1016\/j.eswa.2010.06.011","volume":"37","author":"V Aslantas","year":"2010","unstructured":"Aslantas V, Kurban R (2010) Fusion of multi-focus images using differential evolution algorithm. Expert Syst Appl 37(12):8861\u20138870","journal-title":"Expert Syst Appl"},{"key":"11758_CR2","doi-asserted-by":"publisher","first-page":"105","DOI":"10.1016\/j.inffus.2014.05.003","volume":"22","author":"X Bai","year":"2015","unstructured":"Bai X, Zhang Y, Zhou F, Xue B (2015) Quadtree-based multi-focus image fusion using a weighted focus-measure. Inform Fusion 22:105\u2013118","journal-title":"Inform Fusion"},{"issue":"12","key":"11758_CR3","doi-asserted-by":"publisher","first-page":"5576","DOI":"10.1007\/s00034-019-01131-z","volume":"38","author":"DP Bavirisetti","year":"2019","unstructured":"Bavirisetti DP, Xiao G, Zhao J, Dhuli R, Liu G, fusion video (2019) Multi-scale guided image a fast and efficient approach. Circ Systems Signal Process 38(12):5576\u20135605","journal-title":"Circ Systems Signal Process"},{"key":"11758_CR4","doi-asserted-by":"crossref","unstructured":"Burt PJ, Adelson EH (1987) The laplacian pyramid as a compact image code. In: Readings in computer vision. Elsevier, pp 671\u2013679","DOI":"10.1016\/B978-0-08-051581-6.50065-9"},{"key":"11758_CR5","doi-asserted-by":"crossref","unstructured":"Cand\u00e8s EJ et al (2006) Compressive sampling. In: Proceedings of the international congress of mathematicians, vol. 3. Madrid, Spain, pp 1433\u20131452","DOI":"10.4171\/022-3\/69"},{"issue":"5","key":"11758_CR6","doi-asserted-by":"publisher","first-page":"1873","DOI":"10.1080\/00207178908953472","volume":"50","author":"S Chen","year":"1989","unstructured":"Chen S, Billings SA, Luo W (1989) Orthogonal least squares methods and their application to non-linear system identification. Int J Control 50 (5):1873\u20131896","journal-title":"Int J Control"},{"key":"11758_CR7","doi-asserted-by":"publisher","first-page":"153","DOI":"10.1016\/j.infrared.2018.04.004","volume":"91","author":"B Cheng","year":"2018","unstructured":"Cheng B, Jin L, Li G (2018) A novel fusion framework of visible light and infrared images based on singular value decomposition and adaptive dual-pcnn in nsst domain. Infrared Phys Technol 91:153\u2013163","journal-title":"Infrared Phys Technol"},{"key":"11758_CR8","doi-asserted-by":"crossref","unstructured":"Dalal N, Triggs B (2005) Histograms of oriented gradients for human detection. In: 2005 IEEE computer society conference on computer vision and pattern recognition (CVPR\u201905), vol 1, Ieee, pp 886\u2013893","DOI":"10.1109\/CVPR.2005.177"},{"key":"11758_CR9","doi-asserted-by":"publisher","first-page":"4302","DOI":"10.1590\/S1806-11172011000400002","volume":"33","author":"S David","year":"2011","unstructured":"David S, Linares J, Pallone E (2011) Fractional order calculus: historical apologia, basic concepts and some applications. Revista Brasileira de Ensino de F\u00edsica 33:4302\u20134302","journal-title":"Revista Brasileira de Ensino de F\u00edsica"},{"issue":"2","key":"11758_CR10","doi-asserted-by":"publisher","first-page":"136","DOI":"10.1016\/j.inffus.2012.01.007","volume":"14","author":"I De","year":"2013","unstructured":"De I, Chanda B (2013) Multi-focus image fusion using a morphology-based focus measure in a quad-tree structure. Inform Fusion 14(2):136\u2013146","journal-title":"Inform Fusion"},{"key":"11758_CR11","doi-asserted-by":"publisher","first-page":"326","DOI":"10.1016\/j.neucom.2016.02.047","volume":"194","author":"J Du","year":"2016","unstructured":"Du J, Li W, Xiao B, Nawaz Q (2016) Union laplacian pyramid with multiple features for medical image fusion. Neurocomputing 194:326\u2013339","journal-title":"Neurocomputing"},{"key":"11758_CR12","doi-asserted-by":"publisher","first-page":"107681","DOI":"10.1016\/j.sigpro.2020.107681","volume":"176","author":"D Gai","year":"2020","unstructured":"Gai D, Shen X, Chen H, Su P (2020) Multi-focus image fusion method based on two stage of convolutional neural network. Signal Processing 176:107681","journal-title":"Signal Processing"},{"key":"11758_CR13","first-page":"114","volume":"8","author":"AA Goshtasby","year":"2007","unstructured":"Goshtasby AA, Nikolov SG (2007) Guest editorial: Image fusion: Advances in the state of the art. Information Fusion: Special Issue on Image Fusion: Advances in the State of the Art 8:114\u2013118","journal-title":"Information Fusion: Special Issue on Image Fusion: Advances in the State of the Art"},{"issue":"5","key":"11758_CR14","doi-asserted-by":"publisher","first-page":"338","DOI":"10.3788\/COL20080605.0338","volume":"6","author":"B Guo","year":"2008","unstructured":"Guo B, Zhang Q, Hou Y (2008) Region-based fusion of infrared and visible images using nonsubsampled contourlet transform. Chin Opt Lett 6(5):338\u2013341","journal-title":"Chin Opt Lett"},{"issue":"5","key":"11758_CR15","doi-asserted-by":"publisher","first-page":"744","DOI":"10.1016\/j.compeleceng.2011.07.012","volume":"37","author":"MBA Haghighat","year":"2011","unstructured":"Haghighat MBA, Aghagolzadeh A, Seyedarabi H (2011) A non-reference image fusion metric based on mutual information of image features. Comput Electric Eng 37(5):744\u2013756","journal-title":"Comput Electric Eng"},{"issue":"1","key":"11758_CR16","doi-asserted-by":"publisher","first-page":"015011","DOI":"10.1117\/1.JRS.11.015011","volume":"11","author":"K He","year":"2017","unstructured":"He K, Zhou D, Zhang X, Nie R, Wang Q, Jin X (2017) Infrared and visible image fusion based on target extraction in the nonsubsampled contourlet transform domain. J Appl Remote Sens 11(1):015011","journal-title":"J Appl Remote Sens"},{"issue":"4","key":"11758_CR17","doi-asserted-by":"publisher","first-page":"493","DOI":"10.1016\/j.patrec.2006.09.005","volume":"28","author":"W Huang","year":"2007","unstructured":"Huang W, Jing Z (2007) Evaluation of focus measures in multi-focus image fusion. Pattern Recognition Letters 28(4):493\u2013500","journal-title":"Pattern Recognition Letters"},{"key":"11758_CR18","doi-asserted-by":"publisher","first-page":"20286","DOI":"10.1109\/ACCESS.2017.2758644","volume":"5","author":"Q Jiang","year":"2017","unstructured":"Jiang Q, Jin X, Lee S. -J., Yao S (2017) A novel multi-focus image fusion method based on stationary wavelet transform and local features of fuzzy sets. IEEE Access 5:20286\u201320302","journal-title":"IEEE Access"},{"issue":"2","key":"11758_CR19","doi-asserted-by":"publisher","first-page":"025023","DOI":"10.1117\/1.JRS.10.025023","volume":"10","author":"X Jin","year":"2016","unstructured":"Jin X, Zhou D, Yao S, Nie R, Yu C, Ding T (2016) Remote sensing image fusion method in cielab color space using nonsubsampled shearlet transform and pulse coupled neural networks. J Appl Remote Sens 10(2):025023","journal-title":"J Appl Remote Sens"},{"key":"11758_CR20","doi-asserted-by":"publisher","first-page":"198","DOI":"10.1016\/j.inffus.2015.03.003","volume":"27","author":"M Kim","year":"2016","unstructured":"Kim M, Han DK, Ko H (2016) Joint patch clustering-based dictionary learning for multimodal image fusion. Inform Fusion 27:198\u2013214","journal-title":"Inform Fusion"},{"issue":"2","key":"11758_CR21","doi-asserted-by":"publisher","first-page":"119","DOI":"10.1016\/j.inffus.2005.09.006","volume":"8","author":"JJ Lewis","year":"2007","unstructured":"Lewis JJ, O\u2019Callaghan RJ, Nikolov SG, Bull DR, Canagarajah N (2007) Pixel-and region-based image fusion with complex wavelets. Inform Fusion 8(2):119\u2013130","journal-title":"Inform Fusion"},{"issue":"3","key":"11758_CR22","doi-asserted-by":"publisher","first-page":"235","DOI":"10.1006\/gmip.1995.1022","volume":"57","author":"H Li","year":"1995","unstructured":"Li H, Manjunath B, Mitra SK (1995) Multisensor image fusion using the wavelet transform. Graphical Models Image Process 57(3):235\u2013245","journal-title":"Graphical Models Image Process"},{"key":"11758_CR23","doi-asserted-by":"publisher","first-page":"100","DOI":"10.1016\/j.inffus.2016.05.004","volume":"33","author":"S Li","year":"2017","unstructured":"Li S, Kang X, Fang L, Hu J, Yin H (2017) Pixel-level image fusion: A survey of the state of the art. Inform Fusion 33:100\u2013112","journal-title":"Inform Fusion"},{"issue":"7","key":"11758_CR24","doi-asserted-by":"publisher","first-page":"2864","DOI":"10.1109\/TIP.2013.2244222","volume":"22","author":"S Li","year":"2013","unstructured":"Li S, Kang X, Hu J (2013) Image fusion with guided filtering. IEEE Transactions on Image processing 22(7):2864\u20132875","journal-title":"IEEE Transactions on Image processing"},{"issue":"3","key":"11758_CR25","doi-asserted-by":"publisher","first-page":"169","DOI":"10.1016\/S1566-2535(01)00038-0","volume":"2","author":"S Li","year":"2001","unstructured":"Li S, Kwok JT, Wang Y (2001) Combination of images with diverse focuses using the spatial frequency. Inform Fusion 2(3):169\u2013176","journal-title":"Inform Fusion"},{"issue":"7","key":"11758_CR26","doi-asserted-by":"publisher","first-page":"971","DOI":"10.1016\/j.imavis.2007.10.012","volume":"26","author":"S Li","year":"2008","unstructured":"Li S, Yang B (2008) Multifocus image fusion using region segmentation and spatial frequency. Image and vision computing 26(7):971\u2013979","journal-title":"Image and vision computing"},{"key":"11758_CR27","doi-asserted-by":"publisher","first-page":"108062","DOI":"10.1016\/j.sigpro.2021.108062","volume":"184","author":"X Li","year":"2021","unstructured":"Li X, Zhou F, Tan H, Chen Y, Zuo W (2021) Multi-focus image fusion based on nonsubsampled contourlet transform and residual removal. Signal Processing 184:108062","journal-title":"Signal Processing"},{"issue":"5","key":"11758_CR28","doi-asserted-by":"publisher","first-page":"2898","DOI":"10.1109\/TIP.2012.2183140","volume":"21","author":"J Liang","year":"2012","unstructured":"Liang J, He Y, Liu D, Zeng X (2012) Image fusion using higher order singular value decomposition. IEEE Transactions on Image Processing 21 (5):2898\u20132909","journal-title":"IEEE Transactions on Image Processing"},{"key":"11758_CR29","doi-asserted-by":"publisher","first-page":"147","DOI":"10.1016\/j.inffus.2014.09.004","volume":"24","author":"Y Liu","year":"2015","unstructured":"Liu Y, Liu S, Wang Z (2015) A general framework for image fusion based on multi-scale transform and sparse representation. Inform Fusion 24:147\u2013164","journal-title":"Inform Fusion"},{"key":"11758_CR30","doi-asserted-by":"publisher","first-page":"139","DOI":"10.1016\/j.inffus.2014.05.004","volume":"23","author":"Y Liu","year":"2015","unstructured":"Liu Y, Liu S, Wang Z (2015) Multi-focus image fusion with dense sift. Inform Fusion 23:139\u2013155","journal-title":"Inform Fusion"},{"issue":"1","key":"11758_CR31","doi-asserted-by":"publisher","first-page":"166","DOI":"10.1016\/j.patrec.2006.06.019","volume":"28","author":"Z Liu","year":"2007","unstructured":"Liu Z, Lagani\u00e8re R (2007) Phase congruence measurement for image similarity assessment. Pattern Recogn Lett 28(1):166\u2013172","journal-title":"Pattern Recogn Lett"},{"issue":"2","key":"11758_CR32","doi-asserted-by":"publisher","first-page":"129","DOI":"10.1109\/TIT.1982.1056489","volume":"28","author":"S Lloyd","year":"1982","unstructured":"Lloyd S (1982) Least squares quantization in pcm. IEEE Transactions on Information Theory 28(2):129\u2013137","journal-title":"IEEE Transactions on Information Theory"},{"key":"11758_CR33","doi-asserted-by":"crossref","unstructured":"Luo X, Zhang Z, Wu X (2014) Image fusion using region segmentation and sigmoid function. In: 2014 22nd International Conference on Pattern Recognition, IEEE, pp 1049\u20131054","DOI":"10.1109\/ICPR.2014.190"},{"key":"11758_CR34","doi-asserted-by":"publisher","first-page":"119","DOI":"10.1016\/j.inffus.2018.07.010","volume":"48","author":"B Meher","year":"2019","unstructured":"Meher B, Agrawal S, Panda R, Abraham A (2019) A survey on region based image fusion methods. Inform Fusion 48:119\u2013132","journal-title":"Inform Fusion"},{"issue":"2","key":"11758_CR35","doi-asserted-by":"publisher","first-page":"131","DOI":"10.1016\/j.inffus.2005.09.001","volume":"8","author":"N Mitianoudis","year":"2007","unstructured":"Mitianoudis N, Stathaki T (2007) Pixel-based and region-based image fusion schemes using ica bases. Inform Fusion 8(2):131\u2013142","journal-title":"Inform Fusion"},{"key":"11758_CR36","doi-asserted-by":"publisher","first-page":"72","DOI":"10.1016\/j.inffus.2014.10.004","volume":"25","author":"M Nejati","year":"2015","unstructured":"Nejati M, Samavi S, Shirani S (2015) Multi-focus image fusion using dictionary-based sparse representation. Inform Fusion 25:72\u201384","journal-title":"Inform Fusion"},{"issue":"2","key":"11758_CR37","doi-asserted-by":"publisher","first-page":"143","DOI":"10.1016\/j.inffus.2006.02.001","volume":"8","author":"F Nencini","year":"2007","unstructured":"Nencini F, Garzelli A, Baronti S, Alparone L (2007) Remote sensing image fusion using the curvelet transform. Inform Fusion 8(2):143\u2013156","journal-title":"Inform Fusion"},{"issue":"2","key":"11758_CR38","doi-asserted-by":"publisher","first-page":"228","DOI":"10.1109\/TIP.2004.823821","volume":"13","author":"VS Petrovic","year":"2004","unstructured":"Petrovic VS, Xydeas CS (2004) Gradient-based multiresolution image fusion. IEEE Transactions on Image Processing 13(2):228\u2013237","journal-title":"IEEE Transactions on Image Processing"},{"issue":"4","key":"11758_CR39","doi-asserted-by":"publisher","first-page":"259","DOI":"10.1016\/S1566-2535(03)00046-0","volume":"4","author":"G Piella","year":"2003","unstructured":"Piella G (2003) A general framework for multiresolution image fusion: from pixels to regions. Inform Fusion 4(4):259\u2013280","journal-title":"Inform Fusion"},{"issue":"2","key":"11758_CR40","doi-asserted-by":"crossref","first-page":"491","DOI":"10.1109\/TIP.2009.2035980","volume":"19","author":"Y-F Pu","year":"2009","unstructured":"Pu Y-F, Zhou J-L, Yuan X (2009) Fractional differential mask: a fractional differential-based approach for multiscale texture enhancement. IEEE Transactions on Image Processing 19(2):491\u2013511","journal-title":"IEEE Transactions on Image Processing"},{"key":"11758_CR41","doi-asserted-by":"publisher","first-page":"35","DOI":"10.1016\/j.image.2018.12.004","volume":"72","author":"X Qiu","year":"2019","unstructured":"Qiu X, Li M, Zhang L, Yuan X (2019) Guided filter-based multi-focus image fusion through focus region detection. Signal Process Image Commun 72:35\u201346","journal-title":"Signal Process Image Commun"},{"key":"11758_CR42","doi-asserted-by":"publisher","first-page":"35","DOI":"10.1016\/j.image.2018.12.004","volume":"72","author":"X Qiu","year":"2019","unstructured":"Qiu X, Li M, Zhang L, Yuan X (2019) Guided filter-based multi-focus image fusion through focus region detection. Signal Process Image Commun 72:35\u201346","journal-title":"Signal Process Image Commun"},{"issue":"4","key":"11758_CR43","doi-asserted-by":"publisher","first-page":"245","DOI":"10.1016\/0167-8655(89)90003-2","volume":"9","author":"A Toet","year":"1989","unstructured":"Toet A (1989) Image fusion by a ratio of low-pass pyramid. Pattern Recogn Lett 9(4):245\u2013253","journal-title":"Pattern Recogn Lett"},{"issue":"2","key":"11758_CR44","doi-asserted-by":"publisher","first-page":"85","DOI":"10.1016\/S0141-9382(97)00014-0","volume":"18","author":"A Toet","year":"1997","unstructured":"Toet A, IJspeert JK, Waxman AM, Aguilar M (1997) Fusion of visible and thermal imagery improves situational awareness. Displays 18(2):85\u201395","journal-title":"Displays"},{"issue":"4","key":"11758_CR45","doi-asserted-by":"publisher","first-page":"624","DOI":"10.1109\/TMM.2009.2017640","volume":"11","author":"T Wan","year":"2009","unstructured":"Wan T, Canagarajah N, Achim A (2009) Segmentation-driven image fusion based on alpha-stable modeling of wavelet coefficients. IEEE Trans Multimed 11(4):624\u2013633","journal-title":"IEEE Trans Multimed"},{"issue":"9","key":"11758_CR46","doi-asserted-by":"publisher","first-page":"1001","DOI":"10.1016\/j.patrec.2013.03.003","volume":"34","author":"T Wan","year":"2013","unstructured":"Wan T, Zhu C, Qin Z (2013) Multifocus image fusion based on robust principal component analysis. Pattern Recogn Lett 34(9):1001\u20131008","journal-title":"Pattern Recogn Lett"},{"issue":"7","key":"11758_CR47","doi-asserted-by":"publisher","first-page":"8327","DOI":"10.1007\/s11042-017-4731-9","volume":"77","author":"C Wei","year":"2018","unstructured":"Wei C, Zhou B, Guo W (2018) Multi-focus image fusion based on nonsubsampled compactly supported shearlet transform. Multimed Tools Appl 77(7):8327\u20138358","journal-title":"Multimed Tools Appl"},{"issue":"4","key":"11758_CR48","doi-asserted-by":"publisher","first-page":"308","DOI":"10.1049\/el:20000267","volume":"36","author":"C Xydeas","year":"2000","unstructured":"Xydeas C, Petrovic V (2000) Objective image fusion performance measure. Electronics Letters 36(4):308\u2013309","journal-title":"Electronics Letters"},{"issue":"4","key":"11758_CR49","doi-asserted-by":"publisher","first-page":"884","DOI":"10.1109\/TIM.2009.2026612","volume":"59","author":"B Yang","year":"2009","unstructured":"Yang B, Li S (2009) Multifocus image fusion and restoration with sparse representation. IEEE Trans Instrum Meas 59(4):884\u2013892","journal-title":"IEEE Trans Instrum Meas"},{"key":"11758_CR50","doi-asserted-by":"publisher","first-page":"4573","DOI":"10.1109\/ACCESS.2016.2599403","volume":"4","author":"Y Yang","year":"2016","unstructured":"Yang Y, Wan W, Huang S, Yuan F, Yang S, Que Y (2016) Remote sensing image fusion based on adaptive ihs and multiscale guided filter. IEEE Access 4:4573\u20134582","journal-title":"IEEE Access"},{"key":"11758_CR51","doi-asserted-by":"publisher","first-page":"62","DOI":"10.1016\/j.optlastec.2018.07.045","volume":"110","author":"W Yin","year":"2019","unstructured":"Yin W, Zhao W, You D, Wang D (2019) Local binary pattern metric-based multi-focus image fusion. Opt Laser Technol 110:62\u201368","journal-title":"Opt Laser Technol"},{"issue":"4","key":"11758_CR52","doi-asserted-by":"publisher","first-page":"5673","DOI":"10.1007\/s11042-020-09877-4","volume":"80","author":"S Yu","year":"2021","unstructured":"Yu S, Li X, Ma M, Zhang X, Chen S (2021) Multi-focus image fusion based on l1 image transform. Multimed Tools Appl 80(4):5673\u20135700","journal-title":"Multimed Tools Appl"},{"key":"11758_CR53","doi-asserted-by":"publisher","first-page":"140","DOI":"10.13176\/11.175","volume":"2","author":"T Zaveri","year":"2011","unstructured":"Zaveri T, Zaveri M (2011) A novel region based multimodality image fusion method. Journal of Pattern Recognition Research 2:140\u2013153","journal-title":"Journal of Pattern Recognition Research"},{"issue":"5","key":"11758_CR54","doi-asserted-by":"publisher","first-page":"057006","DOI":"10.1117\/1.OE.52.5.057006","volume":"52","author":"Q Zhang","year":"2013","unstructured":"Zhang Q, Fu Y, Li H, Zou J (2013) Dictionary learning method for joint sparse representation-based image fusion. Optical Engineering 52 (5):057006","journal-title":"Optical Engineering"},{"issue":"7","key":"11758_CR55","doi-asserted-by":"publisher","first-page":"1334","DOI":"10.1016\/j.sigpro.2009.01.012","volume":"89","author":"Q Zhang","year":"2009","unstructured":"Zhang Q, Guo B-L (2009) Multifocus image fusion using the nonsubsampled contourlet transform. Signal processing 89(7):1334\u20131346","journal-title":"Signal processing"},{"key":"11758_CR56","doi-asserted-by":"publisher","first-page":"57","DOI":"10.1016\/j.inffus.2017.05.006","volume":"40","author":"Q Zhang","year":"2018","unstructured":"Zhang Q, Liu Y, Blum RS, Han J, Tao D (2018) Sparse representation based multi-sensor image fusion for multi-focus and multi-modality images: A review. Inform Fusion 40:57\u201375","journal-title":"Inform Fusion"},{"key":"11758_CR57","doi-asserted-by":"publisher","first-page":"99","DOI":"10.1016\/j.inffus.2019.07.011","volume":"54","author":"Y Zhang","year":"2020","unstructured":"Zhang Y, Liu Y, Sun P, Yan H, Zhao X, Zhang L (2020) Ifcnn: a general image fusion framework based on convolutional neural network. Inform Fusion 54:99\u2013118","journal-title":"Inform Fusion"},{"issue":"2","key":"11758_CR58","doi-asserted-by":"publisher","first-page":"2847","DOI":"10.1007\/s11042-020-09647-2","volume":"80","author":"Z Zhang","year":"2021","unstructured":"Zhang Z, Xi X, Luo X, Jiang Y, Dong J, Wu X (2021) Multimodal image fusion based on global-regional-local rule in nsst domain. Multimed Tools Appl 80(2):2847\u20132873","journal-title":"Multimed Tools Appl"},{"key":"11758_CR59","doi-asserted-by":"publisher","first-page":"60","DOI":"10.1016\/j.inffus.2013.11.005","volume":"20","author":"Z Zhou","year":"2014","unstructured":"Zhou Z, Li S, Wang B (2014) Multi-scale weighted gradient-based fusion for multi-focus images. Inform Fusion 20:60\u201372","journal-title":"Inform Fusion"},{"key":"11758_CR60","doi-asserted-by":"publisher","first-page":"516","DOI":"10.1016\/j.ins.2017.09.010","volume":"432","author":"Z Zhu","year":"2018","unstructured":"Zhu Z, Yin H, Chai Y, Li Y, Qi G (2018) A novel multi-modality image fusion method based on image decomposition and sparse representation. Inf Sci 432:516\u2013529","journal-title":"Inf Sci"},{"key":"11758_CR61","doi-asserted-by":"publisher","first-page":"195","DOI":"10.1016\/j.bspc.2017.02.005","volume":"34","author":"J-J Zong","year":"2017","unstructured":"Zong J-J, Qiu T-S (2017) Medical image fusion based on sparse representation of classified image patches. Biomed Signal Process Control 34:195\u2013205","journal-title":"Biomed Signal Process Control"}],"container-title":["Multimedia Tools and Applications"],"original-title":[],"language":"en","link":[{"URL":"https:\/\/link.springer.com\/content\/pdf\/10.1007\/s11042-021-11758-3.pdf","content-type":"application\/pdf","content-version":"vor","intended-application":"text-mining"},{"URL":"https:\/\/link.springer.com\/article\/10.1007\/s11042-021-11758-3\/fulltext.html","content-type":"text\/html","content-version":"vor","intended-application":"text-mining"},{"URL":"https:\/\/link.springer.com\/content\/pdf\/10.1007\/s11042-021-11758-3.pdf","content-type":"application\/pdf","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2023,2,10]],"date-time":"2023-02-10T16:48:04Z","timestamp":1676047684000},"score":1,"resource":{"primary":{"URL":"https:\/\/link.springer.com\/10.1007\/s11042-021-11758-3"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2021,12,7]]},"references-count":61,"journal-issue":{"issue":"3","published-print":{"date-parts":[[2022,1]]}},"alternative-id":["11758"],"URL":"https:\/\/doi.org\/10.1007\/s11042-021-11758-3","relation":{},"ISSN":["1380-7501","1573-7721"],"issn-type":[{"type":"print","value":"1380-7501"},{"type":"electronic","value":"1573-7721"}],"subject":[],"published":{"date-parts":[[2021,12,7]]},"assertion":[{"value":"17 October 2020","order":1,"name":"received","label":"Received","group":{"name":"ArticleHistory","label":"Article History"}},{"value":"13 August 2021","order":2,"name":"revised","label":"Revised","group":{"name":"ArticleHistory","label":"Article History"}},{"value":"22 November 2021","order":3,"name":"accepted","label":"Accepted","group":{"name":"ArticleHistory","label":"Article History"}},{"value":"7 December 2021","order":4,"name":"first_online","label":"First Online","group":{"name":"ArticleHistory","label":"Article History"}},{"order":1,"name":"Ethics","group":{"name":"EthicsHeading","label":"Declarations"}},{"value":"The authors declare that they have no conflict of interest.","order":2,"name":"Ethics","group":{"name":"EthicsHeading","label":"<!--Emphasis Type='Bold' removed-->Conflict of Interests"}}]}}