{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,2,21]],"date-time":"2025-02-21T17:13:51Z","timestamp":1740158031510,"version":"3.37.3"},"reference-count":41,"publisher":"Springer Science and Business Media LLC","issue":"11","license":[{"start":{"date-parts":[[2018,6,14]],"date-time":"2018-06-14T00:00:00Z","timestamp":1528934400000},"content-version":"tdm","delay-in-days":0,"URL":"https:\/\/www.springernature.com\/gp\/researchers\/text-and-data-mining"},{"start":{"date-parts":[[2018,6,14]],"date-time":"2018-06-14T00:00:00Z","timestamp":1528934400000},"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":["No. 61733004","No. 61573134"],"award-info":[{"award-number":["No. 61733004","No. 61573134"]}],"id":[{"id":"10.13039\/501100001809","id-type":"DOI","asserted-by":"publisher"}]},{"name":"National Science and Technology Support Program of the Ministry of Science and Technology of China","award":["No.2015BAF13B00"],"award-info":[{"award-number":["No.2015BAF13B00"]}]}],"content-domain":{"domain":["link.springer.com"],"crossmark-restriction":false},"short-container-title":["J Ambient Intell Human Comput"],"published-print":{"date-parts":[[2023,11]]},"DOI":"10.1007\/s12652-018-0873-5","type":"journal-article","created":{"date-parts":[[2018,6,14]],"date-time":"2018-06-14T11:38:32Z","timestamp":1528976312000},"page":"14859-14872","update-policy":"https:\/\/doi.org\/10.1007\/springer_crossmark_policy","source":"Crossref","is-referenced-by-count":2,"title":["An effective image fusion algorithm based on grey relation of similarity and morphology"],"prefix":"10.1007","volume":"14","author":[{"given":"Caiping","family":"Liu","sequence":"first","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Yahui","family":"Long","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"ORCID":"https:\/\/orcid.org\/0000-0003-2267-5415","authenticated-orcid":false,"given":"Jianxu","family":"Mao","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Hui","family":"Zhang","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Ruizhi","family":"Huang","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Yang","family":"Dai","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"297","published-online":{"date-parts":[[2018,6,14]]},"reference":[{"issue":"12","key":"873_CR1","doi-asserted-by":"publisher","first-page":"6783","DOI":"10.1109\/jsen.2015.2465935","volume":"15","author":"V Bhateja","year":"2015","unstructured":"Bhateja V, Patel H, Krishn A, Sahu A, Lay-Ekuakille A (2015) Multimodal medical image sensor fusion framework using cascade of wavelet and contourlet transform domains. IEEE Sens J 15(12):6783\u20136790. https:\/\/doi.org\/10.1109\/jsen.2015.2465935","journal-title":"IEEE Sens J"},{"issue":"01","key":"873_CR2","doi-asserted-by":"publisher","first-page":"108","DOI":"10.3724\/SP.J.1001.2012.04070","volume":"23","author":"X Cao","year":"2012","unstructured":"Cao X, Wang RC, Huang HP (2012) Multi-path routing algorithm for video stream in wireless multimedia sensor networks. J Softw 23(01):108\u2013121. https:\/\/doi.org\/10.3724\/SP.J.1001.2012.04070","journal-title":"J Softw"},{"key":"873_CR3","doi-asserted-by":"publisher","unstructured":"Cao JW, Lai XP, Chen T, Fan JY (2016) Accurate and efficient scene recognition with compact BoW and ensemble ELM. In: 2016 12th World Congress on Intelligent Control and Automation, pp 2058\u20132062. https:\/\/doi.org\/10.1109\/WCICA.2016.7578545\u00a0","DOI":"10.1109\/WCICA.2016.7578545"},{"issue":"19","key":"873_CR4","doi-asserted-by":"publisher","first-page":"4376","DOI":"10.1016\/j.optcom.2011.05.046","volume":"284","author":"Y Chai","year":"2011","unstructured":"Chai Y, Li H, Li Z (2011) Multifocus image fusion scheme using focused region detection and multiresolution. Opt Commun 284(19):4376\u20134389. https:\/\/doi.org\/10.1016\/j.optcom.2011.05.046","journal-title":"Opt Commun"},{"issue":"17","key":"873_CR5","doi-asserted-by":"publisher","first-page":"4980","DOI":"10.1016\/j.ijleo.2014.04.006","volume":"125","author":"Y Chen","year":"2014","unstructured":"Chen Y, Xiong J, Liu HL, Fan Q (2014) Fusion method of infrared and visible images based on neighborhood characteristic and regionalization in NSCT domain. Optik Int J Light Electron Opt 125(17):4980\u20134984. https:\/\/doi.org\/10.1016\/j.ijleo.2014.04.006","journal-title":"Optik Int J Light Electron Opt"},{"issue":"05","key":"873_CR6","first-page":"9","volume":"01","author":"J Deng","year":"1982","unstructured":"Deng J (1982) Control problems of grey systems. Syst Control Lett 01(05):9\u201318","journal-title":"Syst Control Lett"},{"issue":"03","key":"873_CR7","doi-asserted-by":"publisher","first-page":"1005","DOI":"10.1109\/TIP.2012.2226045","volume":"22","author":"A Ellmauthaler","year":"2013","unstructured":"Ellmauthaler A, Pagliari CL, Silva EABD (2013) Multiscale image fusion using the undecimated wavelet transform with spectral factorization and nonorthogonal filter banks. IEEE Trans Images Process 22(03):1005\u20131017","journal-title":"IEEE Trans Images Process"},{"key":"873_CR8","doi-asserted-by":"publisher","unstructured":"Fan JY, Chen T, Cao JW (2015) Image tampering detection using noise histogram features. In: 2015 IEEE International Conference on digital signal processing, pp 1044\u20131048.\u00a0https:\/\/doi.org\/10.1109\/ICDSP.2015.7252037","DOI":"10.1109\/ICDSP.2015.7252037"},{"issue":"06","key":"873_CR9","doi-asserted-by":"publisher","first-page":"633","DOI":"10.1049\/iet-ipr.2012.0558","volume":"7","author":"GR Gao","year":"2013","unstructured":"Gao GR, Xu LP, Feng DZ (2013) Multi-focus image fusion based on non-subsampled shearlet transform. IET Image Process 7(06):633\u2013639. https:\/\/doi.org\/10.1049\/iet-ipr.2012.0558","journal-title":"IET Image Process"},{"issue":"02","key":"873_CR10","doi-asserted-by":"publisher","first-page":"284","DOI":"10.1108\/20439371211260243","volume":"2","author":"S Goyal","year":"2012","unstructured":"Goyal S, Grover S (2012) Applying fuzzy grey relational analysis for ranking the advanced manufacturing systems. Grey Syst Theory Appl 2(02):284\u2013298. https:\/\/doi.org\/10.1108\/20439371211260243","journal-title":"Grey Syst Theory Appl"},{"issue":"08","key":"873_CR11","first-page":"2229","volume":"41","author":"M Guo","year":"2012","unstructured":"Guo M, Fu Z, Xi XL (2012) Novel fusion algorithm for infrared and visible images based on local energy in NSCT domain. Infrared Laser Eng 41(08):2229\u20132235","journal-title":"Infrared Laser Eng"},{"issue":"07","key":"873_CR12","first-page":"312","volume":"24","author":"GQ He","year":"2007","unstructured":"He GQ, Hao CY, Wang Y (2007) New and better image fusion method based on grey relational analysis and IHS transform. Appl Res Comput 24(07):312\u2013314","journal-title":"Appl Res Comput"},{"issue":"06","key":"873_CR13","doi-asserted-by":"publisher","first-page":"464","DOI":"10.1049\/iet-ipr.2015.0738","volume":"10","author":"A Heshmati","year":"2016","unstructured":"Heshmati A, Gholami M, Rashno A (2016) Scheme for unsupervised colourCtexture image segmentation using neutrosophic set and non-subsampled contourlet transform. IET Image Process 10(06):464\u2013473. https:\/\/doi.org\/10.1049\/iet-ipr.2015.0738","journal-title":"IET Image Process"},{"issue":"02","key":"873_CR14","doi-asserted-by":"publisher","first-page":"91","DOI":"10.1007\/s12652-010-0031-1","volume":"2","author":"G Iovane","year":"2011","unstructured":"Iovane G, Giordano P, Borysenko SD (2011) Image watermarking via wavelet approach and face biometrics. J Ambient Intell Hum Comput 2(02):91\u2013101. https:\/\/doi.org\/10.1007\/s12652-010-0031-1","journal-title":"J Ambient Intell Hum Comput"},{"key":"873_CR15","first-page":"25","volume-title":"Image fusion algorithm and appliction research based on multi-scale transform","author":"D Jiang","year":"2010","unstructured":"Jiang D (2010) Image fusion algorithm and appliction research based on multi-scale transform. Huan University Library, Changsha, pp 25\u201326"},{"key":"873_CR16","doi-asserted-by":"publisher","unstructured":"Kakerda RK, Kumar M, Mathur G (2015) Fuzzy type image fusion using hybrid DCTFFT based laplacian pyramid transform. In: International Conference on Communications and Signal Processing, pp 1049\u20131052.\u00a0https:\/\/doi.org\/10.1109\/ICCSP.2015.7322661","DOI":"10.1109\/ICCSP.2015.7322661"},{"issue":"21","key":"873_CR17","doi-asserted-by":"publisher","first-page":"3185","DOI":"10.1016\/j.ijleo.2015.07.142","volume":"126","author":"W Kong","year":"2015","unstructured":"Kong W, Lei Y, Zhao R (2015) Fusion technique for multi-focus images based on NSCT-CISCM. Optik Int J Light Electron Opt 126(21):3185\u20133192. https:\/\/doi.org\/10.1016\/j.ijleo.2015.07.142","journal-title":"Optik Int J Light Electron Opt"},{"key":"873_CR18","first-page":"1","volume":"01","author":"H Li","year":"2012","unstructured":"Li H, Wei S, Chai Y (2012) Multifocus image fusion scheme based on feature contrast in the lifting stationary wavelet domain. EURASIP J Adv Signal Process 01:1\u201316","journal-title":"EURASIP J Adv Signal Process"},{"issue":"09","key":"873_CR19","doi-asserted-by":"publisher","first-page":"1519","DOI":"10.1109\/jsen.2010.2041924","volume":"10","author":"S Li","year":"2010","unstructured":"Li S, Yang B (2010) Hybrid multiresolution method for multisensor multimodal image fusion. IEEE Sens J 10(09):1519\u20131526. https:\/\/doi.org\/10.1109\/jsen.2010.2041924","journal-title":"IEEE Sens J"},{"key":"873_CR22","doi-asserted-by":"publisher","first-page":"160","DOI":"10.13546\/j.cnki.tjyjc.2011.14.019","volume":"14","author":"WF Liu","year":"2011","unstructured":"Liu WF, He X (2011) A novel grey relational model. Stat Decis (14):160\u2013161. https:\/\/doi.org\/10.13546\/j.cnki.tjyjc.2011.14.019","journal-title":"Stat Decis"},{"key":"873_CR20","first-page":"95","volume-title":"Grey system theory and application","author":"SF Liu","year":"2010","unstructured":"Liu SF, Dang YG, Fang ZG (2010) Grey system theory and application, vol 5. Science Press, Beijing, pp 95\u2013101"},{"issue":"23","key":"873_CR21","doi-asserted-by":"publisher","first-page":"11354","DOI":"10.1016\/j.ijleo.2016.09.038","volume":"127","author":"CP Liu","year":"2016","unstructured":"Liu CP, Long YH, Mao JX (2016) Energy-efficient multi-focus image fusion based on neighbor distance and morphology. Optik Int J Light Electron Opt 127(23):11354\u201311363. https:\/\/doi.org\/10.1016\/j.ijleo.2016.09.038","journal-title":"Optik Int J Light Electron Opt"},{"key":"873_CR23","doi-asserted-by":"publisher","first-page":"233","DOI":"10.1016\/j.sigpro.2017.12.013","volume":"145","author":"X Lu","year":"2018","unstructured":"Lu X, Lei C, Zeng H (2018) A multi-scale contrast-based image quality assessment model for multi-exposure image fusion. Signal Process 145:233\u2013240. https:\/\/doi.org\/10.1016\/j.sigpro.2017.12.013","journal-title":"Signal Process"},{"issue":"10","key":"873_CR24","first-page":"1984","volume":"40","author":"M Ma","year":"2012","unstructured":"Ma M, Wan RY, Yin YL (2012) Multi-focus image fusion based on grey relation of similarity in Curvelet domain. Acta Electronica Sinica 40(10):1984\u20131988","journal-title":"Acta Electronica Sinica"},{"issue":"12","key":"873_CR25","doi-asserted-by":"publisher","first-page":"2016","DOI":"10.1109\/jsen.2008.2007678","volume":"8","author":"N Mitianoudis","year":"2008","unstructured":"Mitianoudis N, Stathaki T (2008) Optimal Contrast correction for ICA-based fusion of multimodal images. IEEE Sens J 8(12):2016\u20132026. https:\/\/doi.org\/10.1109\/jsen.2008.2007678","journal-title":"IEEE Sens J"},{"key":"873_CR26","doi-asserted-by":"publisher","unstructured":"Nirmala DE, Vignesh RK, Vaidehi V (2013) Multimodal image fusion in visual sensor networks. In: 2013 IEEE International Conference on electronics, computing and communication technologies.\u00a0https:\/\/doi.org\/10.1109\/CONECCT.2013.6469319","DOI":"10.1109\/CONECCT.2013.6469319"},{"issue":"12","key":"873_CR27","doi-asserted-by":"publisher","first-page":"1508","DOI":"10.3724\/SP.J.1004.2008.01508","volume":"34","author":"XB Qu","year":"2008","unstructured":"Qu XB, Yan JW, Xiao HZ (2008) Image fusion algorithm base on spatial frequency-motivated pulse coupled neural networks in non-subsampled contourlet transform domain. Acta Autom Sin 34(12):1508\u20131514","journal-title":"Acta Autom Sin"},{"issue":"07","key":"873_CR28","doi-asserted-by":"publisher","first-page":"313","DOI":"10.1049\/el:20020212","volume":"38","author":"GH Qu","year":"2002","unstructured":"Qu GH, Zhang DL (2002) Information measure for performance of image fusion. Electron Lett 38(07):313\u2013315","journal-title":"Electron Lett"},{"key":"873_CR29","doi-asserted-by":"publisher","unstructured":"Shreyamsha BK, Swamy MNS, Ahmad MO (2013) Multiresolution DCT decomposition for multi focus image fusion. In: 2013 26th Annual IEEE Canadian Conference on Electrical and Computer Engineering. https:\/\/doi.org\/10.1109\/CCECE.2013.6567721","DOI":"10.1109\/CCECE.2013.6567721"},{"key":"873_CR30","first-page":"367","volume-title":"Image fusion: algorithm and applications","author":"T Stathaki","year":"2008","unstructured":"Stathaki T (2008) Image fusion: algorithm and applications, vol 3. Academic Press, New York, pp 367\u2013392"},{"issue":"20","key":"873_CR31","doi-asserted-by":"publisher","first-page":"2508","DOI":"10.1016\/j.ijleo.2015.06.019","volume":"126","author":"J Wang","year":"2015","unstructured":"Wang J, Li Q, Jia Z, Kasabov N, Yang J (2015) A novel multi-focus image fusion method using PCNN in nonsubsampled contourlet transform domain. Optik Int J Light Electron Opt 126(20):2508\u20132511. https:\/\/doi.org\/10.1016\/j.ijleo.2015.06.019","journal-title":"Optik Int J Light Electron Opt"},{"issue":"6","key":"873_CR32","doi-asserted-by":"publisher","first-page":"3270","DOI":"10.1109\/TITS.2015.2430617","volume":"16","author":"YN Wang","year":"2015","unstructured":"Wang YN, Xiao L, Ling ZG, Yang YM (2015) A method to calibrate vechicle-mounted cameras under urban traffic scenes. IEEE Trans Intell Trans Syst 16(6):3270\u20133279","journal-title":"IEEE Trans Intell Trans Syst"},{"issue":"6","key":"873_CR33","doi-asserted-by":"publisher","first-page":"835","DOI":"10.1007\/s12652-015-0319-2","volume":"6","author":"X Xie","year":"2015","unstructured":"Xie X, Liu Q, Hu FP (2015) A study on fast SIFT image mosaic algorithm based on compressed sensing and wavelet transform. J Ambient Intell Hum Comput 6(6):835\u2013843. https:\/\/doi.org\/10.1007\/s12652-015-0319-2","journal-title":"J Ambient Intell Hum Comput"},{"issue":"04","key":"873_CR34","doi-asserted-by":"publisher","first-page":"308","DOI":"10.1049\/el:20000267","volume":"36","author":"CS Xydeas","year":"2000","unstructured":"Xydeas CS, Petrovic V (2000) Objective image fusion performance measure. Electron Lett 36(04):308\u2013309","journal-title":"Electron Lett"},{"key":"873_CR35","doi-asserted-by":"publisher","first-page":"835481","DOI":"10.1155\/2014\/835481","volume":"02","author":"Y Yang","year":"2014","unstructured":"Yang Y, Tong S, Huang S, Lin P (2014) Log-Gabor energy based multimodal medical image fusion in NSCT domain. Comput Math Methods Med 02:835481. https:\/\/doi.org\/10.1155\/2014\/835481","journal-title":"Comput Math Methods Med"},{"issue":"05","key":"873_CR36","doi-asserted-by":"publisher","first-page":"1","DOI":"10.1109\/jsen.2014.2380153","volume":"15","author":"Y Yang","year":"2014","unstructured":"Yang Y, Tong S, Huang S, Lin P (2014) Multi-focus image fusion based on NSCT and focused area detection. IEEE Sens J 15(05):1\u20131. https:\/\/doi.org\/10.1109\/jsen.2014.2380153","journal-title":"IEEE Sens J"},{"key":"873_CR37","doi-asserted-by":"publisher","DOI":"10.1109\/TSMC.2016.2637279","author":"YM Yang","year":"2016","unstructured":"Yang YM, Jonathan QM, Wang W (2016) Autoencoder with invertible functions for dimension reduction and image reconstruction. IEEE Trans Syst Man Cybern Syst. https:\/\/doi.org\/10.1109\/TSMC.2016.2637279","journal-title":"IEEE Trans Syst Man Cybern Syst"},{"issue":"03","key":"873_CR38","doi-asserted-by":"publisher","first-page":"447","DOI":"10.3788\/AOS20082803.0447","volume":"28","author":"CQ Ye","year":"2008","unstructured":"Ye CQ, Miao QG, Wang BS (2008) An image fusion algorithm using region segmentation and contourlet transform. Acta Optica Sinica 28(03):447\u2013453","journal-title":"Acta Optica Sinica"},{"issue":"10","key":"873_CR39","doi-asserted-by":"publisher","first-page":"2274","DOI":"10.1016\/j.ijleo.2013.10.064","volume":"125","author":"M Yin","year":"2014","unstructured":"Yin M, Liu W, Zhao X, Yin Y, Guo Y (2014) A novel image fusion algorithm based on nonsubsampled shearlet transform. Optik Int J Light Electron Opt 125(10):2274\u20132282. https:\/\/doi.org\/10.1016\/j.ijleo.2013.10.064","journal-title":"Optik Int J Light Electron Opt"},{"issue":"08","key":"873_CR40","first-page":"30","volume":"45","author":"ZH Yu","year":"2015","unstructured":"Yu ZH, Zhang ZM, Chen R (2015) A method for fusion of infrared and visible images based on contourlet transform. Radio Eng 45(08):30\u201334","journal-title":"Radio Eng"},{"issue":"06","key":"873_CR41","doi-asserted-by":"publisher","first-page":"843","DOI":"10.1109\/lsp.2017.2696886","volume":"24","author":"H Zhao","year":"2017","unstructured":"Zhao H, Zhao XM, Zhang TQ, Liu Y (2017) A new contourlet transform with adaptive directional partitioning. IEEE Signal Process Lett 24(06):843\u2013847. https:\/\/doi.org\/10.1109\/lsp.2017.2696886","journal-title":"IEEE Signal Process Lett"}],"container-title":["Journal of Ambient Intelligence and Humanized Computing"],"original-title":[],"language":"en","link":[{"URL":"https:\/\/link.springer.com\/content\/pdf\/10.1007\/s12652-018-0873-5.pdf","content-type":"application\/pdf","content-version":"vor","intended-application":"text-mining"},{"URL":"https:\/\/link.springer.com\/article\/10.1007\/s12652-018-0873-5\/fulltext.html","content-type":"text\/html","content-version":"vor","intended-application":"text-mining"},{"URL":"https:\/\/link.springer.com\/content\/pdf\/10.1007\/s12652-018-0873-5.pdf","content-type":"application\/pdf","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2024,2,9]],"date-time":"2024-02-09T17:18:17Z","timestamp":1707499097000},"score":1,"resource":{"primary":{"URL":"https:\/\/link.springer.com\/10.1007\/s12652-018-0873-5"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2018,6,14]]},"references-count":41,"journal-issue":{"issue":"11","published-print":{"date-parts":[[2023,11]]}},"alternative-id":["873"],"URL":"https:\/\/doi.org\/10.1007\/s12652-018-0873-5","relation":{},"ISSN":["1868-5137","1868-5145"],"issn-type":[{"type":"print","value":"1868-5137"},{"type":"electronic","value":"1868-5145"}],"subject":[],"published":{"date-parts":[[2018,6,14]]},"assertion":[{"value":"12 January 2018","order":1,"name":"received","label":"Received","group":{"name":"ArticleHistory","label":"Article History"}},{"value":"19 May 2018","order":2,"name":"accepted","label":"Accepted","group":{"name":"ArticleHistory","label":"Article History"}},{"value":"14 June 2018","order":3,"name":"first_online","label":"First Online","group":{"name":"ArticleHistory","label":"Article History"}}]}}