{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,8,29]],"date-time":"2025-08-29T10:31:12Z","timestamp":1756463472477,"version":"3.41.0"},"reference-count":43,"publisher":"Springer Science and Business Media LLC","issue":"1","license":[{"start":{"date-parts":[[2016,10,6]],"date-time":"2016-10-06T00:00:00Z","timestamp":1475712000000},"content-version":"unspecified","delay-in-days":0,"URL":"http:\/\/creativecommons.org\/licenses\/by\/4.0"}],"funder":[{"DOI":"10.13039\/501100001809","name":"National Natural Science Foundation of China","doi-asserted-by":"publisher","award":["61472125"],"award-info":[{"award-number":["61472125"]}],"id":[{"id":"10.13039\/501100001809","id-type":"DOI","asserted-by":"publisher"}]}],"content-domain":{"domain":["link.springer.com"],"crossmark-restriction":false},"short-container-title":["J Image Video Proc."],"published-print":{"date-parts":[[2016,12]]},"DOI":"10.1186\/s13640-016-0134-5","type":"journal-article","created":{"date-parts":[[2016,10,5]],"date-time":"2016-10-05T23:49:30Z","timestamp":1475711370000},"update-policy":"https:\/\/doi.org\/10.1007\/springer_crossmark_policy","source":"Crossref","is-referenced-by-count":11,"title":["Image decomposition-based structural similarity index for image quality assessment"],"prefix":"10.1186","volume":"2016","author":[{"given":"Junfeng","family":"Yang","sequence":"first","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Yaping","family":"Lin","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Bo","family":"Ou","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Xiaochao","family":"Zhao","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"297","published-online":{"date-parts":[[2016,10,6]]},"reference":[{"issue":"1","key":"134_CR1","doi-asserted-by":"publisher","first-page":"1","DOI":"10.1186\/1687-5281-2014-34","volume":"2014","author":"S Bharadwaj","year":"2014","unstructured":"S Bharadwaj, M Vatsa, R Singh, Biometric quality: a review of fingerprint, iris, and face. EURASIP J. Image Video Process. 2014(1), 1\u201328 (2014).","journal-title":"EURASIP J. Image Video Process"},{"issue":"1","key":"134_CR2","first-page":"891703","volume":"2010","author":"L Zhang","year":"2011","unstructured":"L Zhang, S Battiato, Z Wang, R Schettini, KR Rao, Emerging methods for color image and video quality enhancement. EURASIP J. Image Video Process. 2010(1), 891703 (2011).","journal-title":"EURASIP J. Image Video Process"},{"key":"134_CR3","doi-asserted-by":"publisher","first-page":"600","DOI":"10.1109\/TIP.2003.819861","volume":"13","author":"Z Wang","year":"2004","unstructured":"Z Wang, AC Bovik, HR Sheikh, EP Simoncelli, Image quality assessment: from error visibility to structural similarity. IEEE Trans. Image Process. 13:, 600\u2013612 (2004).","journal-title":"IEEE Trans. Image Process"},{"issue":"1","key":"134_CR4","doi-asserted-by":"publisher","first-page":"011006","DOI":"10.1117\/1.3267105","volume":"19","author":"EC Larson","year":"2010","unstructured":"EC Larson, DM Chandler, Most apparent distortion: full-reference image quality assessment and the role of strategy. J. Electron. Imaging. 19(1), 011006\u2013011006 (2010).","journal-title":"J. Electron. Imaging"},{"issue":"1","key":"134_CR5","doi-asserted-by":"publisher","first-page":"98","DOI":"10.1109\/MSP.2008.930649","volume":"26","author":"Z Wang","year":"2009","unstructured":"Z Wang, AC Bovik, Mean squared error: love it or leave it? A new look at signal fidelity measures. IEEE Signal Proc. Mag. 26(1), 98\u2013117 (2009).","journal-title":"IEEE Signal Proc. Mag"},{"key":"134_CR6","unstructured":"J Ross, HD Speed, in Proceedings of the Royal Society of London B: Biological Sciences, 246(1315). Contrast adaptation and contrast masking in human vision, (1991), pp. 61\u201370."},{"issue":"8","key":"134_CR7","doi-asserted-by":"publisher","first-page":"977","DOI":"10.1117\/12.55666","volume":"29","author":"SJ Daly","year":"1990","unstructured":"SJ Daly, Application of a noise-adaptive contrast sensitivity function to image data compression. Opt. Eng. 29(8), 977\u2013987 (1990).","journal-title":"Opt. Eng"},{"key":"134_CR8","doi-asserted-by":"crossref","unstructured":"J Lubin, in Broadcasting Convention, 1997. International. A human vision system model for objective picture quality measurements IET (Amsterdam, 1997), pp. 498\u2013503.","DOI":"10.1049\/cp:19971319"},{"issue":"2","key":"134_CR9","doi-asserted-by":"publisher","first-page":"684","DOI":"10.1109\/TIP.2013.2293423","volume":"23","author":"W Xue","year":"2014","unstructured":"W Xue, L Zhang, X Mou, AC Bovik, Gradient magnitude similarity deviation: a highly efficient perceptual image quality index. IEEE Trans. Image Process. 23(2), 684\u2013695 (2014).","journal-title":"IEEE Trans. Image Process"},{"issue":"1","key":"134_CR10","doi-asserted-by":"publisher","first-page":"1","DOI":"10.1155\/ASP\/2006\/80537","volume":"2006","author":"A Beghdadi","year":"2006","unstructured":"A Beghdadi, R Iordache, Image quality assessment using the joint spatial\/spatial-frequency representation. EURASIP J. Adv. Signal Process. 2006(1), 1\u20138 (2006).","journal-title":"EURASIP J. Adv. Signal Process"},{"issue":"8","key":"134_CR11","doi-asserted-by":"publisher","first-page":"2378","DOI":"10.1109\/TIP.2011.2109730","volume":"20","author":"L Zhang","year":"2011","unstructured":"L Zhang, L Zhang, X Mou, D Zhang, Fsim: a feature similarity index for image quality assessment. IEEE Trans. Image Process. 20(8), 2378\u20132386 (2011).","journal-title":"IEEE Trans. Image Process"},{"key":"134_CR12","unstructured":"Z Wang, EP Simoncelli, AC Bovik, in Signals, Systems and Computers, 2004. Conference Record of the Thirty-Seventh Asilomar Conference On. Multiscale structural similarity for image quality assessment IEEE (Pacific Grove, 2003), pp. 1398\u20131402."},{"key":"134_CR13","doi-asserted-by":"publisher","first-page":"1185","DOI":"10.1109\/TIP.2010.2092435","volume":"20","author":"Z Wang","year":"2011","unstructured":"Z Wang, Q Li, Information content weighting for perceptual image quality assessment. IEEE Trans. Image Process. 20:, 1185\u20131198 (2011).","journal-title":"IEEE Trans. Image Process"},{"key":"134_CR14","doi-asserted-by":"crossref","unstructured":"G-H Chen, C-L Yang, S-L Xie, in Image Processing, 2006 IEEE International Conference On. Gradient-based structural similarity for image quality assessment IEEE (Atlanta, 2006), pp. 2929\u20132932.","DOI":"10.1109\/ICIP.2006.313132"},{"key":"134_CR15","doi-asserted-by":"crossref","unstructured":"C-L Yang, W-R Gao, L-M Po, in Image Processing, 2008. ICIP 2008. 15th IEEE International Conference On. Discrete wavelet transform-based structural similarity for image quality assessment IEEE (San Diego, 2008), pp. 377\u2013380.","DOI":"10.1109\/ICIP.2008.4711770"},{"issue":"2","key":"134_CR16","doi-asserted-by":"publisher","first-page":"231","DOI":"10.1016\/S0165-1684(99)00062-6","volume":"78","author":"S Winkler","year":"1999","unstructured":"S Winkler, Issues in vision modeling for perceptual video quality assessment. Signal Process. 78(2), 231\u2013252 (1999).","journal-title":"Signal Process"},{"issue":"12","key":"134_CR17","doi-asserted-by":"publisher","first-page":"2387","DOI":"10.1109\/LSP.2015.2487369","volume":"22","author":"S Wang","year":"2015","unstructured":"S Wang, K Ma, H Yeganeh, Z Wang, W Lin, A patch-structure representation method for quality assessment of contrast changed images. IEEE Signal Process. Lett. 22(12), 2387\u20132390 (2015).","journal-title":"IEEE Signal Process. Lett"},{"issue":"8","key":"134_CR18","doi-asserted-by":"publisher","first-page":"1261","DOI":"10.1109\/TIP.2008.926161","volume":"17","author":"AC Brooks","year":"2008","unstructured":"AC Brooks, X Zhao, TN Pappas, Structural similarity quality metrics in a coding context: exploring the space of realistic distortions. IEEE Trans. Image Process. 17(8), 1261\u20131273 (2008).","journal-title":"IEEE Trans. Image Process"},{"issue":"5","key":"134_CR19","doi-asserted-by":"publisher","first-page":"682","DOI":"10.1109\/TCSVT.2011.2129890","volume":"21","author":"T-S Ou","year":"2011","unstructured":"T-S Ou, H Chen, Y-H Chen, Ssim-based perceptual rate control for video coding. IEEE Trans. Circ. Syst. Video Technol. 21(5), 682\u2013691 (2011).","journal-title":"IEEE Trans. Circ. Syst. Video Technol"},{"key":"134_CR20","doi-asserted-by":"publisher","first-page":"217","DOI":"10.1109\/ICIP.2011.6116065","volume-title":"Image Processing, 2011. ICIP 2011. 18th IEEE International Conference On","author":"WZ Rehman A","year":"2011","unstructured":"WZ Rehman A, in Image Processing, 2011. ICIP 2011. 18th IEEE International Conference On. Ssim-based non-local means image denoising (IEEEBrussels, 2011), pp. 217\u2013220."},{"issue":"4","key":"134_CR21","doi-asserted-by":"publisher","first-page":"1500","DOI":"10.1109\/TIP.2011.2175935","volume":"21","author":"A Liu","year":"2012","unstructured":"A Liu, W Lin, M Narwaria, Image quality assessment based on gradient similarity. IEEE Trans. Image Process. 21(4), 1500\u20131512 (2012).","journal-title":"IEEE Trans. Image Process"},{"issue":"2","key":"134_CR22","first-page":"930","volume":"56","author":"D-O Kim","year":"2010","unstructured":"D-O Kim, H-S Han, R-H Park, Gradient information-based image quality metric. IEEE Trans. Image Process. 56(2), 930\u2013936 (2010).","journal-title":"IEEE Trans. Image Process"},{"key":"134_CR23","unstructured":"L Zhang, L Zhang, X Mou, in Image Processing, 2010. ICIP 2010. 17th IEEE International Conference On. Rfsim: A feature based image quality assessment metric using riesz transforms, (2010), pp. 321\u2013324."},{"issue":"5","key":"134_CR24","doi-asserted-by":"publisher","first-page":"803","DOI":"10.1007\/s11760-015-0818-9","volume":"10","author":"K Gu","year":"2016","unstructured":"K Gu, S Wang, G Zhai, S Ma, X Yang, W Zhang, Content-weighted mean-squared error for quality assessment of compressed images. SIViP. 10(5), 803\u2013810 (2016).","journal-title":"SIViP"},{"issue":"12","key":"134_CR25","doi-asserted-by":"publisher","first-page":"1338","DOI":"10.1109\/34.977559","volume":"23","author":"J-M Geusebroek","year":"2001","unstructured":"J-M Geusebroek, R Van den Boomgaard, AW Smeulders, H Geerts, Color invariance. IEEE Trans. Pattern Anal. Mach. Intell. 23(12), 1338\u20131350 (2001).","journal-title":"IEEE Trans. Pattern Anal. Mach. Intell"},{"issue":"3","key":"134_CR26","doi-asserted-by":"publisher","first-page":"240","DOI":"10.1016\/j.jvcir.2007.01.004","volume":"18","author":"W Yin","year":"2007","unstructured":"W Yin, D Goldfarb, S Osher, A comparison of three total variation based texture extraction models. J. Vis. Commun. Image Represent. 18(3), 240\u2013252 (2007).","journal-title":"J. Vis. Commun. Image Represent"},{"key":"134_CR27","doi-asserted-by":"publisher","first-page":"578","DOI":"10.1007\/978-3-540-24671-8_46","volume-title":"Computer Vision-ECCV 2004","author":"T Brox","year":"2004","unstructured":"T Brox, J Weickert, in Computer Vision-ECCV 2004. A TV flow based local scale measure for texture discrimination (SpringerBerlin Heidelberg, 2004), pp. 578\u2013590."},{"issue":"3","key":"134_CR28","first-page":"321","volume":"14","author":"F Andreu","year":"2001","unstructured":"F Andreu, C Ballester, V Caselles, Minimizing total variation flow. Minimizing Total Var. Flow. 14(3), 321\u2013360 (2001).","journal-title":"Minimizing Total Var. Flow"},{"issue":"3","key":"134_CR29","doi-asserted-by":"publisher","first-page":"398","DOI":"10.1109\/83.661190","volume":"7","author":"J Weickert","year":"1998","unstructured":"J Weickert, BH Romeny, MA Viergever, Efficient and reliable schemes for nonlinear diffusion filtering. IEEE Trans. Image Process. 7(3), 398\u2013410 (1998).","journal-title":"IEEE Trans. Image Process"},{"key":"134_CR30","unstructured":"RC Gonzalez, RE Wood, in Prentice Hall. Digital image processing (Prentice Hall, 2002)."},{"issue":"1","key":"134_CR31","first-page":"15","volume":"10","author":"JMS Prewitt","year":"1970","unstructured":"JMS Prewitt, Prewitt j m s. Picture process. Psychopictorics. 10(1), 15\u201319 (1970).","journal-title":"Picture process. Psychopictorics"},{"key":"134_CR32","volume-title":"Ph. D. Thesis","author":"R LG","year":"1963","unstructured":"R LG, in Ph. D. Thesis. Machine perception of three-dimensional solids (Massachusetts Institute of TechnologyCambridge, 1963)."},{"issue":"3","key":"134_CR33","doi-asserted-by":"publisher","first-page":"242","DOI":"10.1109\/2945.537307","volume":"2","author":"MJ Bentum","year":"1996","unstructured":"MJ Bentum, BBA Lichtenbelt, T Malzbender, Frequency analysis of gradient estimators in volume rendering. IEEE Trans. Vis. Comput. Graph. 2(3), 242\u2013254 (1996).","journal-title":"IEEE Trans. Vis. Comput. Graph"},{"issue":"5","key":"134_CR34","doi-asserted-by":"publisher","first-page":"1740","DOI":"10.1109\/TIP.2012.2235848","volume":"22","author":"AR Rivera","year":"2013","unstructured":"AR Rivera, JR Castillo, O Chae, Local directional number pattern for face analysis: face and expression recognition. IEEE Trans. Image Process. 22(5), 1740\u20131752 (2013).","journal-title":"IEEE Trans. Image Process"},{"issue":"10","key":"134_CR35","doi-asserted-by":"publisher","first-page":"4270","DOI":"10.1109\/TIP.2014.2346028","volume":"23","author":"L Zhang","year":"2014","unstructured":"L Zhang, Y Shen, H Li, Vsi: A visual saliency-induced index for perceptual image quality assessment. IEEE Trans. Image Process. 23(10), 4270\u20134281 (2014).","journal-title":"IEEE Trans. Image Process"},{"key":"134_CR36","unstructured":"NN Ponomarenko, O Ieremeiev, VV Lukin, C-CJ Kuo, in Visual Information Processing (EUVIP), 2013 4th European Workshop On. Color image database tid2013: Peculiarities and preliminary results IEEE (Paris, 2013), pp. 106\u2013111."},{"issue":"4","key":"134_CR37","first-page":"30","volume":"10","author":"NN Ponomarenko","year":"2009","unstructured":"NN Ponomarenko, VV Lukin, AA Zelensky, F Battisti, Tid2008-a database for evaluation of full-reference visual quality assessment metrics. Adv. Mod. Radioelectron. 10(4), 30\u201345 (2009).","journal-title":"Adv. Mod. Radioelectron"},{"key":"134_CR38","doi-asserted-by":"publisher","first-page":"011006","DOI":"10.1117\/1.3267105","volume":"19","author":"EC Larson","year":"2010","unstructured":"EC Larson, DM Chandler, Most apparent distortion: full-reference image quality assessment and the role of strategy. J. Electron. Imaging. 19:, 011006 (2010).","journal-title":"J. Electron. Imaging"},{"issue":"11","key":"134_CR39","doi-asserted-by":"publisher","first-page":"3440","DOI":"10.1109\/TIP.2006.881959","volume":"15","author":"HR Sheikh","year":"2006","unstructured":"HR Sheikh, MF Sabir, AC Bovik, A statistical evaluation of recent full reference image quality assessment algorithms. IEEE Trans. Image Process. 15(11), 3440\u20133451 (2006).","journal-title":"IEEE Trans. Image Process"},{"issue":"9","key":"134_CR40","doi-asserted-by":"publisher","first-page":"2284","DOI":"10.1109\/TIP.2007.901820","volume":"16","author":"DM Chandler","year":"2007","unstructured":"DM Chandler, SS Hemami, Vsnr: A wavelet-based visual signal-to-noise ratio for natural images. IEEE Trans. Image Process. 16(9), 2284\u20132298 (2007).","journal-title":"IEEE Trans. Image Process"},{"issue":"2","key":"134_CR41","doi-asserted-by":"publisher","first-page":"430","DOI":"10.1109\/TIP.2005.859378","volume":"15","author":"HR Sheikh","year":"2006","unstructured":"HR Sheikh, AC Bovik, Image information and visual quality. IEEE Trans. Image Process. 15(2), 430\u2013444 (2006).","journal-title":"IEEE Trans. Image Process"},{"issue":"10","key":"134_CR42","doi-asserted-by":"publisher","first-page":"4007","DOI":"10.1109\/TIP.2013.2266579","volume":"22","author":"H-W Chang","year":"2013","unstructured":"H-W Chang, H Yang, Y Gan, M-H Wang, Sparse feature fidelity for perceptual image quality assessment. IEEE Trans. Image Process. 22(10), 4007\u20134018 (2013).","journal-title":"IEEE Trans. Image Process"},{"issue":"6","key":"134_CR43","doi-asserted-by":"publisher","first-page":"137","DOI":"10.1109\/MSP.2011.942295","volume":"28","author":"Z Wang","year":"2011","unstructured":"Z Wang, Applications of objective image quality assessment methods. IEEE Signal Proc. Mag. 28(6), 137\u2013142 (2011).","journal-title":"IEEE Signal Proc. Mag"}],"container-title":["EURASIP Journal on Image and Video Processing"],"original-title":[],"language":"en","link":[{"URL":"http:\/\/link.springer.com\/content\/pdf\/10.1186\/s13640-016-0134-5.pdf","content-type":"application\/pdf","content-version":"vor","intended-application":"text-mining"},{"URL":"http:\/\/link.springer.com\/article\/10.1186\/s13640-016-0134-5\/fulltext.html","content-type":"text\/html","content-version":"vor","intended-application":"text-mining"},{"URL":"http:\/\/link.springer.com\/content\/pdf\/10.1186\/s13640-016-0134-5.pdf","content-type":"application\/pdf","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2025,6,11]],"date-time":"2025-06-11T01:08:15Z","timestamp":1749604095000},"score":1,"resource":{"primary":{"URL":"https:\/\/jivp-eurasipjournals.springeropen.com\/articles\/10.1186\/s13640-016-0134-5"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2016,10,6]]},"references-count":43,"journal-issue":{"issue":"1","published-print":{"date-parts":[[2016,12]]}},"alternative-id":["134"],"URL":"https:\/\/doi.org\/10.1186\/s13640-016-0134-5","relation":{},"ISSN":["1687-5281"],"issn-type":[{"type":"electronic","value":"1687-5281"}],"subject":[],"published":{"date-parts":[[2016,10,6]]},"article-number":"31"}}