{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,2,21]],"date-time":"2025-02-21T07:27:46Z","timestamp":1740122866622,"version":"3.37.3"},"reference-count":45,"publisher":"Springer Science and Business Media LLC","issue":"2","license":[{"start":{"date-parts":[[2016,1,29]],"date-time":"2016-01-29T00:00:00Z","timestamp":1454025600000},"content-version":"tdm","delay-in-days":0,"URL":"http:\/\/www.springer.com\/tdm"}],"funder":[{"DOI":"10.13039\/501100001809","name":"National Natural Science Foundation of China","doi-asserted-by":"crossref","award":["61172173"],"award-info":[{"award-number":["61172173"]}],"id":[{"id":"10.13039\/501100001809","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":[[2017,1]]},"DOI":"10.1007\/s11042-015-3215-z","type":"journal-article","created":{"date-parts":[[2016,1,29]],"date-time":"2016-01-29T01:58:55Z","timestamp":1454032735000},"page":"3139-3162","update-policy":"https:\/\/doi.org\/10.1007\/springer_crossmark_policy","source":"Crossref","is-referenced-by-count":2,"title":["HRM graph constrained dictionary learning for face image super-resolution"],"prefix":"10.1007","volume":"76","author":[{"given":"Kebin","family":"Huang","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":"Feng","family":"Wang","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"297","published-online":{"date-parts":[[2016,1,29]]},"reference":[{"key":"3215_CR1","doi-asserted-by":"crossref","first-page":"184","DOI":"10.1016\/j.sigpro.2013.10.004","volume":"103","author":"L An","year":"2014","unstructured":"An L, Bhanu B (2014) Face image super-resolution using 2D CCA. Signal Process 103:184\u2013194","journal-title":"Signal Process"},{"issue":"9","key":"3215_CR2","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 Analysis Machine Intell 24(9):1167\u20131183","journal-title":"IEEE Trans Pattern Analysis Machine Intell"},{"issue":"6","key":"3215_CR3","doi-asserted-by":"crossref","first-page":"1373","DOI":"10.1162\/089976603321780317","volume":"15","author":"M Belkin","year":"2002","unstructured":"Belkin M, Niyogi P (2002) Laplacian eigenmaps for dimensionality reduction and data representation. Neural Comput 15(6):1373\u20131396","journal-title":"Neural Comput"},{"key":"3215_CR4","unstructured":"Capel D, Zisserman A (2001) Super- resolution from multiple views using learnt image models, IEEE Int Conf Comput Vision Pattern Recognition, pp.627\u2013634"},{"key":"3215_CR5","doi-asserted-by":"crossref","unstructured":"Chang H, Yeung D, Xiong Y (2004) Super-resolution through neighbor embedding. IEEE Int Conf Comput Vision Pattern Recognition, pp. 275\u2013282","DOI":"10.1109\/CVPR.2004.1315043"},{"key":"3215_CR6","unstructured":"Chang L, Zhou M (2010) Face sketch synthesis via sparse representation, Int Conf Pattern Recognization, pp.2146\u20132149"},{"issue":"4","key":"3215_CR7","doi-asserted-by":"crossref","first-page":"858","DOI":"10.1109\/TIP.2009.2038764","volume":"19","author":"B Cheng","year":"2010","unstructured":"Cheng B, Yang J, Yan S, Yun F, Huang TS (2010) Learning with L1-graph for image analysis. IEEE Trans Image Process 19(4):858\u2013866","journal-title":"IEEE Trans Image Process"},{"key":"3215_CR8","unstructured":"CMU+ MIT Face Database. [Online]. Available: http:\/\/vasc.ri.cmu.edu\/idb\/images\/face\/frontal images\/images.html"},{"issue":"1","key":"3215_CR9","first-page":"149","volume":"38","author":"W Gao","year":"2008","unstructured":"Gao W, Cao B (2008) The CAS-PEAL large-scale Chinese face database and baseline evaluations. IEEE TSMC-A 38(1):149\u2013161","journal-title":"IEEE TSMC-A"},{"key":"3215_CR10","unstructured":"He H, Siu W-C (2011) Single image super-resolution using Gaussian process regression, in CVPR, pp. 449\u2013456"},{"issue":"7","key":"3215_CR11","doi-asserted-by":"crossref","first-page":"2532","DOI":"10.1016\/j.patcog.2010.02.007","volume":"43","author":"H Huang","year":"2010","unstructured":"Huang H, He H, Fan X, Zhang J (2010) Super-resolution of human face image using canonical correlation analysis. Pattern Recogn 43(7):2532\u20132543","journal-title":"Pattern Recogn"},{"issue":"10","key":"3215_CR12","first-page":"1363","volume":"21","author":"H Huang","year":"2011","unstructured":"Huang H, Wu N (2011) Fast facial image super-resolution via local linear transformations for resource-limited applications. IEEE Trans Image Process 21(10):1363\u20131377","journal-title":"IEEE Trans Image Process"},{"issue":"3","key":"3215_CR13","doi-asserted-by":"crossref","first-page":"2573","DOI":"10.1007\/s11042-013-1567-9","volume":"72","author":"J Jiang","year":"2014","unstructured":"Jiang J, Hu R, Han Z, Lu T (2014) Efficient single image super-resolution via graph-constrained least squares regression. Multimedia Tools Appl 72(3):2573\u20132596","journal-title":"Multimedia Tools Appl"},{"key":"3215_CR14","doi-asserted-by":"publisher","DOI":"10.1109\/TCSVT.2015.2433538","author":"J Jiang","year":"2015","unstructured":"Jiang J, Hu R, Wang Z, Han Z, Jiayi M (2015) Facial Image Hallucination through Coupled-Layer Neighbor Embedding. IEEE Trans Circ Syst Video Technol. doi: 10.1109\/TCSVT.2015.2433538","journal-title":"IEEE Trans Circ Syst Video Technol"},{"key":"3215_CR15","unstructured":"Jiang J, Hu R, Wang Z, Han Z (2014) Noise robust face hallucination via locality-constrained representation, IEEE Trans Multimedia, vol. PP, no. 99, pp. 1\u20131"},{"issue":"10","key":"3215_CR16","doi-asserted-by":"crossref","first-page":"4220","DOI":"10.1109\/TIP.2014.2347201","volume":"23","author":"J Jiang","year":"2014","unstructured":"Jiang J, Hu R, Wang Z, Han Z (2014) Face super-resolution via multilayer locality-constrained iterative neighbor embedding and intermediate dictionary learning. IEEE Trans Image Process 23(10):4220\u20134231","journal-title":"IEEE Trans Image Process"},{"issue":"5","key":"3215_CR17","doi-asserted-by":"crossref","first-page":"1","DOI":"10.1109\/JPHOT.2015.2484287","volume":"7","author":"J Jiang","year":"2015","unstructured":"Jiang J, Ma X, Hu R, Cai Z (2015) Sparse support regression for image super-resolution. IEEE Photonics J 7(5):1\u201311","journal-title":"IEEE Photonics J"},{"issue":"6","key":"3215_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 Proc Letters 18(6):367\u2013370","journal-title":"IEEE Signal Proc Letters"},{"issue":"6","key":"3215_CR19","doi-asserted-by":"crossref","first-page":"1127","DOI":"10.1109\/TPAMI.2010.25","volume":"32","author":"KI Kim","year":"2010","unstructured":"Kim KI, Kwon Y (2010) Single-image super-resolution using sparse regression and natural image prior. IEEE Trans Pattern Anal Mach Intell 32(6):1127\u20131133","journal-title":"IEEE Trans Pattern Anal Mach Intell"},{"key":"3215_CR20","doi-asserted-by":"crossref","unstructured":"Li X, He H, Wang R, Cheng J (2015) Superpixel-guided nonlocal means for image denoising and super-resolution, Signal Processing","DOI":"10.1016\/j.sigpro.2015.09.021"},{"issue":"9","key":"3215_CR21","doi-asserted-by":"crossref","first-page":"2874","DOI":"10.1109\/TIP.2015.2432713","volume":"24","author":"X Li","year":"2015","unstructured":"Li X, He H, Wang R, Tao D (2015) Single image superresolution via directional group sparsity and directional Features. IEEE Trans Image Process 24(9):2874\u20132888","journal-title":"IEEE Trans Image Process"},{"key":"3215_CR22","doi-asserted-by":"crossref","first-page":"940","DOI":"10.1016\/j.neucom.2014.07.040","volume":"149","author":"X Li","year":"2015","unstructured":"Li X, He H, Yin Z, Chen F, Cheng J (2015) KPLS-based image super-resolution using clustering and weighted boosting. Neurocomputing 149:940\u2013948","journal-title":"Neurocomputing"},{"key":"3215_CR23","unstructured":"Liu C, Shum HY, Zhang CS (2001) A two-step approach to hallucinating faces: global parametric model and local nonparametric model. IEEE Int Conf Comput Vision Pattern Recognition, pp. 192\u2013198"},{"issue":"3","key":"3215_CR24","doi-asserted-by":"crossref","first-page":"366","DOI":"10.1109\/TCYB.2013.2256347","volume":"44","author":"X Lu","year":"2014","unstructured":"Lu X, Yan P, Yuan Y (2014) Alternatively constrained dictionary learning for image superresolution. IEEE Trans Cybernetics 44(3):366\u2013377","journal-title":"IEEE Trans Cybernetics"},{"issue":"9","key":"3215_CR25","doi-asserted-by":"crossref","first-page":"2066","DOI":"10.1016\/j.sigpro.2012.01.018","volume":"92","author":"X Ma","year":"2012","unstructured":"Ma X, Luong HQ, Philips W, Song H, Cui H (2012) Sparse representation and position prior based face hallucination upon classified over-complete dictionaries. Signal Process 92(9):2066\u20132074","journal-title":"Signal Process"},{"issue":"5","key":"3215_CR26","doi-asserted-by":"crossref","first-page":"1115","DOI":"10.1109\/TSP.2014.2388434","volume":"63","author":"J Ma","year":"2015","unstructured":"Ma J, Qiu W, Zhao J, Ma Y, Yuille AL, Zhuowen T (2015) Robust L2E estimation of transformation for non-rigid registration. IEEE Trans Signal Process 63(5):1115\u20131129","journal-title":"IEEE Trans Signal Process"},{"issue":"1","key":"3215_CR27","doi-asserted-by":"crossref","first-page":"2224","DOI":"10.1016\/j.patcog.2009.12.019","volume":"43","author":"X Ma","year":"2010","unstructured":"Ma X, Zhang J, Qi C (2010) Hallucinating face by position-patch. Pattern Recogn 43(1):2224\u20132236","journal-title":"Pattern Recogn"},{"issue":"4","key":"3215_CR28","doi-asserted-by":"crossref","first-page":"1706","DOI":"10.1109\/TIP.2014.2307478","volume":"23","author":"J Ma","year":"2014","unstructured":"Ma J, Zhao J, Tian J, Yuille A, Zhuowen T (2014) Robust point matching via vector field consensus. IEEE Trans Image Process 23(4):1706\u20131721","journal-title":"IEEE Trans Image Process"},{"issue":"1","key":"3215_CR29","doi-asserted-by":"crossref","first-page":"53","DOI":"10.1109\/TIP.2015.2467217","volume":"25","author":"J Ma","year":"2016","unstructured":"Ma J, Zhao J, Yuille AL (2016) Non-rigid point set registration by preserving global and local structures. IEEE Trans Image Process 25(1):53\u201364","journal-title":"IEEE Trans Image Process"},{"issue":"12","key":"3215_CR30","doi-asserted-by":"crossref","first-page":"6469","DOI":"10.1109\/TGRS.2015.2441954","volume":"53","author":"J Ma","year":"2015","unstructured":"Ma J, Zhou H, Zhao J, Gao Y, Jiang J, Tian J (2015) Robust feature matching for remote sensing image registration via locally linear transforming. IEEE Trans Geosci Remote Sens 53(12):6469\u20136481","journal-title":"IEEE Trans Geosci Remote Sens"},{"issue":"5500","key":"3215_CR31","doi-asserted-by":"crossref","first-page":"2323","DOI":"10.1126\/science.290.5500.2323","volume":"290","author":"S Roweis","year":"2000","unstructured":"Roweis S, Saul L (2000) Nonlinear dimensionality reduction by locally linear embedding. Science 290(5500):2323\u20132326","journal-title":"Science"},{"issue":"6","key":"3215_CR32","doi-asserted-by":"crossref","first-page":"813","DOI":"10.1016\/j.patcog.2004.11.007","volume":"38","author":"C Su","year":"2005","unstructured":"Su C, Zhuang Y, Huang L et al (2005) Steerable pyramid based face hallucination. Pattern Recogn 38(6):813\u2013824","journal-title":"Pattern Recogn"},{"key":"3215_CR33","doi-asserted-by":"crossref","unstructured":"Sung Won Park, Savvides M (2007) Breaking the limitation of manifold analysis for super-resolution of facial images, IEEE Int Conf Acoustics, Speech Signal Proc, Page(s): 573\u2013576","DOI":"10.1109\/ICASSP.2007.365972"},{"key":"3215_CR34","unstructured":"Timofte R, De V, Van Gool L (2013) Anchored neighborhood regression for fast example-based super-resolution, in ICCV, pp. 1920\u20131927"},{"key":"3215_CR35","doi-asserted-by":"publisher","unstructured":"Wang Z, Hu R, Liang C, Yu Y, Jiang J, Ye M, Chen J, Leng Q. Zero-shot person re-identification via cross-view consistency, IEEE Trans Multimedia, vol. PP, no.99, pp.1\u20131, doi: 10.1109\/TMM.2015.2505083","DOI":"10.1109\/TMM.2015.2505083"},{"issue":"4","key":"3215_CR36","doi-asserted-by":"crossref","first-page":"600","DOI":"10.1109\/TIP.2003.819861","volume":"13","author":"Z Wang","year":"2004","unstructured":"Wang Z, Bovik AC (2004) Image quality assessment: from error measurement to structural similarity. IEEE Trans Image Process 13(4):600\u2013612","journal-title":"IEEE Trans Image Process"},{"key":"3215_CR37","doi-asserted-by":"publisher","unstructured":"Wang Z, Hu R, Jiang J, Han Z, Shao Z (2015) Heteroskedasticity tuned mixed-norm sparse regularization for face hallucination, Multimedia Tools Appl, doi: 10.1007\/s11042-015-2996-4","DOI":"10.1007\/s11042-015-2996-4"},{"issue":"5","key":"3215_CR38","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 Circuits Syst Video Technol 24(5):802\u2013813","journal-title":"IEEE Trans Circuits Syst Video Technol"},{"issue":"3","key":"3215_CR39","first-page":"425","volume":"34","author":"X Wang","year":"2005","unstructured":"Wang X, Tang X (2005) Hallucinating face by eigentransform. IEEE TSMC-C 34(3):425\u2013434","journal-title":"IEEE TSMC-C"},{"issue":"2","key":"3215_CR40","doi-asserted-by":"crossref","first-page":"238","DOI":"10.1109\/THMS.2014.2375329","volume":"45","author":"M Xiang","year":"2015","unstructured":"Xiang M, Huansheng S, Xueming Q (2015) Robust framework of single-frame face super-resolution across head pose, facial expression, and illumination variations. IEEE Trans Human-Machine Syst 45(2):238\u2013250","journal-title":"IEEE Trans Human-Machine Syst"},{"key":"3215_CR41","unstructured":"Yang J, Wright J, Huang T, Ma Y (2008) Image super resolution as sparse representation of raw image patches. IEEE Conf Comput Vision Pattern Recognition, pp. 1\u20138"},{"key":"3215_CR42","unstructured":"Zhang W, Cham W-K (2009) Learning-based face hallucination in DCT domain, in Proc. IEEE Int Conf Comput Vision Pattern Recognition (CVPR), pp. 1\u20138"},{"issue":"10","key":"3215_CR43","doi-asserted-by":"crossref","first-page":"2769","DOI":"10.1109\/TIP.2011.2142001","volume":"20","author":"W Zhang","year":"2011","unstructured":"Zhang W, Cham W-K (2011) Hallucinating face in the DCT domain. IEEE Trans Image Process 20(10):2769\u20132779","journal-title":"IEEE Trans Image Process"},{"key":"3215_CR44","doi-asserted-by":"crossref","unstructured":"Zhang X, Silong P, Jing J (2008) An adaptive learning method for face hallucination using locality preserving projections, 8th IEEE Int Conf Auto Face Gesture Recognition, pp.1\u20138","DOI":"10.1109\/AFGR.2008.4813394"},{"issue":"8","key":"3215_CR45","doi-asserted-by":"crossref","first-page":"2178","DOI":"10.1109\/TMM.2014.2364976","volume":"16","author":"Z Zhu","year":"2014","unstructured":"Zhu Z, Guo F, Yu H, Chen C (2014) Fast single image super-resolution via self-example learning and sparse representation. IEEE Trans Multimedia 16(8):2178\u20132190","journal-title":"IEEE Trans Multimedia"}],"container-title":["Multimedia Tools and Applications"],"original-title":[],"language":"en","link":[{"URL":"http:\/\/link.springer.com\/article\/10.1007\/s11042-015-3215-z\/fulltext.html","content-type":"text\/html","content-version":"vor","intended-application":"text-mining"},{"URL":"http:\/\/link.springer.com\/content\/pdf\/10.1007\/s11042-015-3215-z.pdf","content-type":"application\/pdf","content-version":"vor","intended-application":"text-mining"},{"URL":"http:\/\/link.springer.com\/content\/pdf\/10.1007\/s11042-015-3215-z","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"},{"URL":"http:\/\/link.springer.com\/content\/pdf\/10.1007\/s11042-015-3215-z.pdf","content-type":"application\/pdf","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2019,9,3]],"date-time":"2019-09-03T23:32:24Z","timestamp":1567553544000},"score":1,"resource":{"primary":{"URL":"http:\/\/link.springer.com\/10.1007\/s11042-015-3215-z"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2016,1,29]]},"references-count":45,"journal-issue":{"issue":"2","published-print":{"date-parts":[[2017,1]]}},"alternative-id":["3215"],"URL":"https:\/\/doi.org\/10.1007\/s11042-015-3215-z","relation":{},"ISSN":["1380-7501","1573-7721"],"issn-type":[{"type":"print","value":"1380-7501"},{"type":"electronic","value":"1573-7721"}],"subject":[],"published":{"date-parts":[[2016,1,29]]}}}