{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,6,13]],"date-time":"2025-06-13T08:47:23Z","timestamp":1749804443998},"reference-count":36,"publisher":"Springer Science and Business Media LLC","issue":"24","license":[{"start":{"date-parts":[[2015,10,22]],"date-time":"2015-10-22T00:00:00Z","timestamp":1445472000000},"content-version":"tdm","delay-in-days":0,"URL":"http:\/\/www.springer.com\/tdm"}],"funder":[{"DOI":"10.13039\/100015570","name":"NFSC","doi-asserted-by":"crossref","award":["61231015,61172173,61170023,61172174"],"award-info":[{"award-number":["61231015,61172173,61170023,61172174"]}],"id":[{"id":"10.13039\/100015570","id-type":"DOI","asserted-by":"crossref"}]}],"content-domain":{"domain":["link.springer.com"],"crossmark-restriction":false},"short-container-title":["Multimed Tools Appl"],"published-print":{"date-parts":[[2016,12]]},"DOI":"10.1007\/s11042-015-2996-4","type":"journal-article","created":{"date-parts":[[2015,10,22]],"date-time":"2015-10-22T08:32:47Z","timestamp":1445502767000},"page":"17273-17301","update-policy":"http:\/\/dx.doi.org\/10.1007\/springer_crossmark_policy","source":"Crossref","is-referenced-by-count":7,"title":["Heteroskedasticity tuned mixed-norm sparse regularization for face hallucination"],"prefix":"10.1007","volume":"75","author":[{"given":"Zhongyuan","family":"Wang","sequence":"first","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Ruimin","family":"Hu","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Junjun","family":"Jiang","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Zhen","family":"Han","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Zhenfeng","family":"Shao","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"297","published-online":{"date-parts":[[2015,10,22]]},"reference":[{"issue":"9","key":"2996_CR1","doi-asserted-by":"crossref","first-page":"1167","DOI":"10.1109\/TPAMI.2002.1033210","volume":"24","author":"S Baker","year":"2002","unstructured":"Baker S, Kanade T (2002) Limits on super-resolution and how to break them. IEEE Trans Pattern Anal Mach Intell 24(9):1167\u20131183","journal-title":"IEEE Trans Pattern Anal Mach Intell"},{"key":"2996_CR2","doi-asserted-by":"crossref","unstructured":"Bevilacqua M, Roumy A, Guillemot C, Alberi ML (2012) Low-complexity single-image super-resolution based on nonnegative neighbor embedding. In: British Mach Vis Conf pp. 1\u201310","DOI":"10.5244\/C.26.135"},{"issue":"8","key":"2996_CR3","doi-asserted-by":"crossref","first-page":"2239","DOI":"10.1109\/TIP.2006.877406","volume":"15","author":"NK Bose","year":"2006","unstructured":"Bose NK, Ahuja NA (2006) Super-resolution and noise filtering using moving least squares. IEEE Trans Image Process 15(8):2239\u20132248","journal-title":"IEEE Trans Image Process"},{"key":"2996_CR4","unstructured":"Bose NK, Koo J (2001) Advances in super-resolution using L-curve. In: Proc IEEE Sym on Circuits and Syst pp. 433\u2013436"},{"issue":"5","key":"2996_CR5","doi-asserted-by":"crossref","first-page":"877","DOI":"10.1007\/s00041-008-9045-x","volume":"14","author":"EJ Cand\u00e8s","year":"2008","unstructured":"Cand\u00e8s EJ, Wakin MB, Boyd S (2008) Enhancing sparsity by reweighted \u21131 minimization. J Fourier Anal App 14(5):877\u2013905","journal-title":"J Fourier Anal App"},{"issue":"4","key":"2996_CR6","doi-asserted-by":"crossref","first-page":"623","DOI":"10.1109\/83.913596","volume":"10","author":"M Cetin","year":"2001","unstructured":"Cetin M, Karl WC (2001) Feature-enhanced synthetic aperture radar image formation based on non-quadratic regularization. IEEE Trans Image Process 10(4):623\u2013631","journal-title":"IEEE Trans Image Process"},{"key":"2996_CR7","doi-asserted-by":"crossref","unstructured":"Chang H, Yeung DY, Xiong YM (2004) Super-resolution through neighbor embedding. In: Proc IEEE Conf Comput Vis Pattern Recognit pp. 275\u2013282","DOI":"10.1109\/CVPR.2004.1315043"},{"issue":"2","key":"2996_CR8","doi-asserted-by":"crossref","first-page":"298","DOI":"10.1109\/83.551699","volume":"6","author":"P Charbonnier","year":"1997","unstructured":"Charbonnier P, Blanc-Feraud L, Aubert G, Barlaud M (1997) Deterministic edge-Preserving regularization in computed imaging. IEEE Trans Image Process 6(2):298\u2013311","journal-title":"IEEE Trans Image Process"},{"issue":"456","key":"2996_CR9","doi-asserted-by":"crossref","first-page":"1348","DOI":"10.1198\/016214501753382273","volume":"96","author":"J Fan","year":"2001","unstructured":"Fan J, Li R (2001) Variable selection via nonconcave penalized likelihood and its oracle properties. J Am Stat Assoc 96(456):1348\u20131360","journal-title":"J Am Stat Assoc"},{"key":"2996_CR10","unstructured":"FEI Face Database, http:\/\/fei.edu.br\/~cet\/facedatabase.html"},{"key":"2996_CR11","doi-asserted-by":"crossref","first-page":"109","DOI":"10.1080\/00401706.1993.10485033","volume":"35","author":"IE Frank","year":"1993","unstructured":"Frank IE, Friedman JH (1993) A statistical view of some chemometrics regression tools. Technometrics 35:109\u2013135","journal-title":"Technometrics"},{"issue":"1","key":"2996_CR12","doi-asserted-by":"crossref","first-page":"25","DOI":"10.1023\/A:1026501619075","volume":"40","author":"W Freeman","year":"2000","unstructured":"Freeman W, Pasztor E, Carmichael O (2000) Learning low-level vision. Int J Comput Vis 40(1):25\u201347","journal-title":"Int J Comput Vis"},{"issue":"2","key":"2996_CR13","doi-asserted-by":"crossref","first-page":"1122","DOI":"10.1109\/TIT.2011.2167214","volume":"58","author":"MP Friedlander","year":"2012","unstructured":"Friedlander MP, Mansour H, Saab R, Y\u0131lmaz O (2012) Recovering compressively sampled signals using partial support information. IEEE Trans Inf Theory 58(2):1122\u20131134","journal-title":"IEEE Trans Inf Theory"},{"issue":"1","key":"2996_CR14","first-page":"149","volume":"38","author":"W Gao","year":"2008","unstructured":"Gao W, Cao B, Shan SG, Chen XL, Zhou DL, Zhang XH, Zhao DB (2008) The CAS-PEAL large-scale Chinese face database and baseline evaluations. IEEE Trans SMC-A 38(1):149\u2013161","journal-title":"IEEE Trans SMC-A"},{"issue":"2","key":"2996_CR15","doi-asserted-by":"crossref","first-page":"261","DOI":"10.1109\/TPAMI.2013.102","volume":"36","author":"R He","year":"2014","unstructured":"He R, Zheng W-S, Tan T, Sun Z (2014) Half-quadratic based iterative minimization for robust sparse representation. IEEE Trans Pattern Anal Mach Intell 36(2):261\u2013275","journal-title":"IEEE Trans Pattern Anal Mach Intell"},{"key":"2996_CR16","unstructured":"Jia Z, Wang H, Xiong Z (2011) Fast face hallucination with sparse representation for video surveillance. In: Proc Asian Conf Pattern Recognit pp. 179\u2013183"},{"issue":"5","key":"2996_CR17","doi-asserted-by":"crossref","first-page":"1268","DOI":"10.1109\/TMM.2014.2311320","volume":"16","author":"J Jiang","year":"2014","unstructured":"Jiang J, Hu R, Wang Z, Han Z (2014) Noise robust face hallucination via locality-constrained representation. IEEE Trans Multimed 16(5):1268\u20131281","journal-title":"IEEE Trans Multimed"},{"issue":"6","key":"2996_CR18","doi-asserted-by":"crossref","first-page":"367","DOI":"10.1109\/LSP.2011.2140370","volume":"18","author":"C Jung","year":"2011","unstructured":"Jung C, Jiao L, Liu B, Gong M (2011) Position-patch based face hallucination using convex optimization. IEEE Signal Process Lett 18(6):367\u2013370","journal-title":"IEEE Signal Process Lett"},{"key":"2996_CR19","unstructured":"Khajehnejad MA, Xu W, Avestimehr AS, Hassibi B (2009) Weighted \u21131 minimization for sparse recovery with prior information. In: Proc IEEE Sym Inf Theory pp. 483\u2013487"},{"key":"2996_CR20","unstructured":"Li Y, Lin X (2004) An improved two-step approach to hallucinating faces. In: Proc IEEE Conf Image and Graphics pp. 298\u2013301"},{"issue":"1","key":"2996_CR21","doi-asserted-by":"crossref","first-page":"151","DOI":"10.1214\/10-BA506","volume":"5","author":"Q Li","year":"2010","unstructured":"Li Q, Lin N (2010) The Bayesian elastic net. Bayesian Anal 5(1):151\u2013170","journal-title":"Bayesian Anal"},{"issue":"1","key":"2996_CR22","first-page":"15","volume":"7","author":"C Liu","year":"2007","unstructured":"Liu C, Shum H, Freeman W (2007) Face hallucination: theory and practice. Int J Comput Vis 7(1):15\u2013134","journal-title":"Int J Comput Vis"},{"issue":"6","key":"2996_CR23","first-page":"3178","volume":"43","author":"X Ma","year":"2010","unstructured":"Ma X, Zhang J, Qi C (2010) Hallucinating face by position-patch. Pattern Recognit 43(6):3178\u20133194","journal-title":"Pattern Recognit"},{"issue":"3","key":"2996_CR24","doi-asserted-by":"crossref","first-page":"1436","DOI":"10.1214\/009053606000000281","volume":"34","author":"N Meinshausen","year":"2006","unstructured":"Meinshausen N, B\u00fchlmann P (2006) High-dimensional graphs and variable selection with the Lasso. Ann Stat 34(3):1436\u20131462","journal-title":"Ann Stat"},{"issue":"3","key":"2996_CR25","doi-asserted-by":"crossref","first-page":"573","DOI":"10.1109\/83.913592","volume":"10","author":"N Nguyen","year":"2001","unstructured":"Nguyen N, Milanfar P, Golub G (2001) A computationally efficient super resolution image reconstruction algorithm. IEEE Trans Image Process 10(3):573\u2013583","journal-title":"IEEE Trans Image Process"},{"key":"2996_CR26","doi-asserted-by":"crossref","first-page":"937","DOI":"10.1137\/030600862","volume":"27","author":"M Nikolova","year":"2005","unstructured":"Nikolova M, Ng MK (2005) Analysis of half-quadratic minimization methods for signal and image recovery. SIAM J Sci Comput 27:937\u2013966","journal-title":"SIAM J Sci Comput"},{"issue":"10","key":"2996_CR27","doi-asserted-by":"crossref","first-page":"1806","DOI":"10.1109\/TIP.2008.2001394","volume":"17","author":"J-S Park","year":"2008","unstructured":"Park J-S, Lee S-W (2008) An example-based face hallucination method for single-frame, low-resolution facial images. IEEE Trans Image Process 17(10):1806\u20131816","journal-title":"IEEE Trans Image Process"},{"key":"2996_CR28","doi-asserted-by":"crossref","unstructured":"Suo F, Hu F, Zhu G (2011) Robust super-resolution reconstruction based on adaptive regularization. In: Proc. Int. Conf. Wireless Comm. Signal Process pp. 1\u20134","DOI":"10.1109\/WCSP.2011.6096836"},{"issue":"1","key":"2996_CR29","doi-asserted-by":"crossref","first-page":"15","DOI":"10.1007\/s13042-011-0011-6","volume":"2","author":"Y Tang","year":"2011","unstructured":"Tang Y, Yan P, Yuan Y, Li X (2011) Single-image super-resolution via local learning. Int J Mach Learn Cybern 2(1):15\u201323","journal-title":"Int J Mach Learn Cybern"},{"issue":"6","key":"2996_CR30","doi-asserted-by":"crossref","first-page":"893","DOI":"10.1162\/neco.1993.5.6.893","volume":"5","author":"V Vapnik","year":"1993","unstructured":"Vapnik V, Bottou L (1993) Local algorithms for pattern recognition and dependencies estimation. Neural Comput 5(6):893\u2013909","journal-title":"Neural Comput"},{"issue":"5","key":"2996_CR31","doi-asserted-by":"crossref","first-page":"802","DOI":"10.1109\/TCSVT.2013.2290574","volume":"24","author":"Z Wang","year":"2014","unstructured":"Wang Z, Hu R, Wang S, Jiang J (2014) Face hallucination via weighted adaptive sparse regularization. IEEE Trans Circ Syst Video Technol 24(5):802\u2013813","journal-title":"IEEE Trans Circ Syst Video Technol"},{"issue":"11","key":"2996_CR32","doi-asserted-by":"crossref","first-page":"2861","DOI":"10.1109\/TIP.2010.2050625","volume":"19","author":"J Yang","year":"2010","unstructured":"Yang J, Tang H, Ma Y, Huang T (2010) Image super-resolution via sparse representation. IEEE Trans Image Process 19(11):2861\u20132873","journal-title":"IEEE Trans Image Process"},{"key":"2996_CR33","unstructured":"Yu K, Zhang T, Gong Y (2009) Nonlinear learning using local coordinate coding. In: Proc Neural Inf Process Syst pp. 2223\u20132231"},{"key":"2996_CR34","unstructured":"Zeyde R, Elad M, Protter M (2010) On single image scale-up using sparse-representations. Int. Conf. Curves and Surfaces pp. 711\u2013730"},{"key":"2996_CR35","doi-asserted-by":"crossref","unstructured":"Zhang J, Zhao C, Xiong R, Ma S, Zhao D (2012) Image super-resolution via dual-dictionary learning and sparse representation. In: IEEE Sym on Circuits and Syst pp. 1688\u20131691","DOI":"10.1109\/ISCAS.2012.6271583"},{"issue":"2","key":"2996_CR36","doi-asserted-by":"crossref","first-page":"301","DOI":"10.1111\/j.1467-9868.2005.00503.x","volume":"67","author":"H Zou","year":"2005","unstructured":"Zou H, Hastie T (2005) Regularization and variables election via the elastic net. J R Stat Soc B 67(2):301\u2013320","journal-title":"J R Stat Soc B"}],"container-title":["Multimedia Tools and Applications"],"original-title":[],"language":"en","link":[{"URL":"http:\/\/link.springer.com\/article\/10.1007\/s11042-015-2996-4\/fulltext.html","content-type":"text\/html","content-version":"vor","intended-application":"text-mining"},{"URL":"http:\/\/link.springer.com\/content\/pdf\/10.1007\/s11042-015-2996-4.pdf","content-type":"application\/pdf","content-version":"vor","intended-application":"text-mining"},{"URL":"http:\/\/link.springer.com\/content\/pdf\/10.1007\/s11042-015-2996-4","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"},{"URL":"http:\/\/link.springer.com\/content\/pdf\/10.1007\/s11042-015-2996-4.pdf","content-type":"application\/pdf","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2020,5,16]],"date-time":"2020-05-16T00:37:24Z","timestamp":1589589444000},"score":1,"resource":{"primary":{"URL":"http:\/\/link.springer.com\/10.1007\/s11042-015-2996-4"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2015,10,22]]},"references-count":36,"journal-issue":{"issue":"24","published-print":{"date-parts":[[2016,12]]}},"alternative-id":["2996"],"URL":"https:\/\/doi.org\/10.1007\/s11042-015-2996-4","relation":{},"ISSN":["1380-7501","1573-7721"],"issn-type":[{"value":"1380-7501","type":"print"},{"value":"1573-7721","type":"electronic"}],"subject":[],"published":{"date-parts":[[2015,10,22]]}}}