{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,10,20]],"date-time":"2025-10-20T10:20:11Z","timestamp":1760955611984},"reference-count":44,"publisher":"Springer Science and Business Media LLC","issue":"2","license":[{"start":{"date-parts":[[2016,1,16]],"date-time":"2016-01-16T00:00:00Z","timestamp":1452902400000},"content-version":"tdm","delay-in-days":0,"URL":"http:\/\/www.springer.com\/tdm"}],"content-domain":{"domain":["link.springer.com"],"crossmark-restriction":false},"short-container-title":["Multimed Tools Appl"],"published-print":{"date-parts":[[2017,1]]},"DOI":"10.1007\/s11042-015-3145-9","type":"journal-article","created":{"date-parts":[[2016,1,16]],"date-time":"2016-01-16T09:22:30Z","timestamp":1452936150000},"page":"2467-2493","update-policy":"http:\/\/dx.doi.org\/10.1007\/springer_crossmark_policy","source":"Crossref","is-referenced-by-count":10,"title":["A novel face super resolution approach for noisy images using contour feature and standard deviation prior"],"prefix":"10.1007","volume":"76","author":[{"given":"Liang","family":"Chen","sequence":"first","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Ruimin","family":"Hu","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Chao","family":"Liang","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Qing","family":"Li","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Zhen","family":"Han","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"297","published-online":{"date-parts":[[2016,1,16]]},"reference":[{"issue":"9","key":"3145_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":"3145_CR2","doi-asserted-by":"crossref","unstructured":"Bowyer KW, Chang K, Flynn P (2006) A survey of approaches and challenges in 3D and multi-modal 3D+ 2D face recognition. Computer vision and image understanding 101.1, pp 1\u201315","DOI":"10.1016\/j.cviu.2005.05.005"},{"key":"3145_CR3","doi-asserted-by":"crossref","unstructured":"Baker S, Kanade T (2000) Hallucinating faces[C]. In: Proceedings of the 4th IEEE international conference on automatic face and gesture recognition, 2000. IEEE, pp 83\u201388","DOI":"10.1109\/AFGR.2000.840616"},{"issue":"9","key":"3145_CR4","doi-asserted-by":"crossref","first-page":"1167","DOI":"10.1109\/TPAMI.2002.1033210","volume":"24","author":"Baker S","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":"3145_CR5","doi-asserted-by":"crossref","unstructured":"Buades A, Coll B, Morel JM (2005) A non-local algorithm for image denoising[C]. In: IEEE computer society conference on computer vision and pattern recognition, 2005. CVPR 2005, vol 2. IEEE, pp 60\u201365","DOI":"10.1109\/CVPR.2005.38"},{"key":"3145_CR6","unstructured":"Chang H, Yeung DY, Xiong Y (2004) Super-resolution through neighbor embedding[C]. In: Proceedings of the IEEE computer society conference on computer vision and pattern recognition, 2004. CVPR 2004. IEEE, p 1: I-I"},{"key":"3145_CR7","doi-asserted-by":"crossref","unstructured":"Chen L, Hu R, Han Z et al (2013) A joint learning based face hallucination approach for low quality face image[C]. In: 20th IEEE international conference on image processing (ICIP), 2013. IEEE, p 972","DOI":"10.1109\/ICIP.2013.6738201"},{"key":"3145_CR8","doi-asserted-by":"crossref","unstructured":"Chen L, Hu R, Jiang J et al (2014) Efficient learning based face hallucination approach via facial standard deviation prior[C]. In: IEEE international symposium on circuits and systems (ISCAS), 2014. IEEE, pp 2057\u20132060","DOI":"10.1109\/ISCAS.2014.6865570"},{"key":"3145_CR9","doi-asserted-by":"crossref","unstructured":"Chang KI, Bowyer KW, Flynn PJ (2005) An evaluation of multimodal 2D+ 3D face biometrics. In: IEEE Transactions on 27.4 Pattern Analysis and Machine Intelligence, pp 619\u2013624","DOI":"10.1109\/TPAMI.2005.70"},{"issue":"4","key":"3145_CR10","doi-asserted-by":"crossref","first-page":"888","DOI":"10.1109\/TMM.2007.893346","volume":"9","author":"A Chakrabarti","year":"2007","unstructured":"Chakrabarti A, Rajagopalan AN, Chellappa R (2007) Super-resolution of face images using kernel PCA-based prior. IEEE Trans Multimed 9(4):888\u2013892","journal-title":"IEEE Trans Multimed"},{"issue":"5","key":"3145_CR11","doi-asserted-by":"crossref","first-page":"494","DOI":"10.1016\/j.patrec.2008.11.008","volume":"30","author":"TM Chan","year":"2009","unstructured":"Chan TM, Zhang J, Pu J et al (2009) Neighbor embedding based super-resolution algorithm through edge detection and feature selection. Pattern Recogn Lett 30(5):494\u2013502","journal-title":"Pattern Recogn Lett"},{"key":"3145_CR12","doi-asserted-by":"crossref","unstructured":"Dong X, Hu R, Jiang J et al (2014) Noise face image hallucination via data-driven local eigentransformation[M]. In: Advances in multimedia information processing C PCM 2014. Springer International Publishing, pp 183\u2013192","DOI":"10.1007\/978-3-319-13168-9_19"},{"issue":"1","key":"3145_CR13","doi-asserted-by":"crossref","first-page":"149","DOI":"10.1109\/TSMCA.2007.909557","volume":"38","author":"W Gao","year":"2008","unstructured":"Gao W, Cao B, Shan S et al (2008) The CAS-PEAL large-scale chinese face database and baseline evaluations. Humans IEEE Trans Syst Man, Cybern Part A Syst 38(1):149\u2013161","journal-title":"Humans IEEE Trans Syst Man, Cybern Part A Syst"},{"issue":"10","key":"3145_CR14","doi-asserted-by":"crossref","first-page":"1363","DOI":"10.1109\/TCSVT.2011.2163461","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 Circ Syst Video Technol 21(10):1363\u20131377","journal-title":"IEEE Trans Circ Syst Video Technol"},{"issue":"10","key":"3145_CR15","doi-asserted-by":"crossref","first-page":"168","DOI":"10.1016\/j.sigpro.2014.02.014","volume":"103","author":"Jiang J","year":"2014","unstructured":"Jiang J, Hu R, Liang C et al (2014) Face image super-resolution through locality-induced support regression. Signal Process 103(10):168\u2013183","journal-title":"Signal Process"},{"issue":"5","key":"3145_CR16","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 et al (2014) Noise robust face hallucination via locality-constrained representation. IEEE Trans Multimed 16(5):1268\u20131281","journal-title":"IEEE Trans Multimed"},{"key":"3145_CR17","doi-asserted-by":"crossref","first-page":"168","DOI":"10.1016\/j.sigpro.2014.02.014","volume":"103","author":"J Jiang","year":"2014","unstructured":"Jiang J, Hu R, Liang C, Han Z, Zhang C (2014) Face image super-resolution through locality-induced support regression. Signal Process 103:168\u2013183","journal-title":"Signal Process"},{"key":"3145_CR18","doi-asserted-by":"crossref","unstructured":"Jiang J, Hu R, Wang Z et al (2015) CDMMA: coupled discriminant multi-manifold analysis for matching low-resolution face images[J]. Signal Process","DOI":"10.1016\/j.sigpro.2015.09.026"},{"issue":"5","key":"3145_CR19","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, Cai Z et al (2015) Sparse support regression for image super-esolution[J]. Photonics J IEEE 7(5):1\u201311","journal-title":"Photonics J IEEE"},{"key":"3145_CR20","doi-asserted-by":"publisher","DOI":"10.1109\/TCSVT.2015.2433538","author":"J Jiang","year":"2015","unstructured":"Jiang J, Hu R, Wang Z, Han Z, Ma J (2015) Facial image hallucination through coupled-layer neighbor embedding. IEEE Transactions on Circuits and Systems for Video Technology. doi:10.1109\/TCSVT.2015.2433538","journal-title":"IEEE Transactions on Circuits and Systems for Video Technology"},{"key":"3145_CR21","doi-asserted-by":"crossref","unstructured":"Kolouri S, Rohde GK (2015) Transport-based single frame super resolution of very low resolution face images[C]. In: Proceedings of IEEE conference on computer vision and pattern recognition, pp 4876\u20134884","DOI":"10.1109\/CVPR.2015.7299121"},{"issue":"1","key":"3145_CR22","doi-asserted-by":"crossref","first-page":"83","DOI":"10.1109\/TPAMI.2004.1261081","volume":"26","author":"Z Lin","year":"2004","unstructured":"Lin Z, Shum HY (2004) Fundamental limits of reconstruction-based superresolution algorithms under local translation. IEEE Trans Pattern Anal Mach Intell 26(1):83\u201397","journal-title":"IEEE Trans Pattern Anal Mach Intell"},{"key":"3145_CR23","unstructured":"Liu C, Shum HY, Zhang CS (2001) A two-step approach to hallucinating faces: global parametric model and local nonparametric model[C]. In: Proceedings of the 2001 IEEE Computer Society Conference on Computer Vision and Pattern Recognition, 2001, CVPR 2001, vol 1. IEEE, pp 1: I-192-I-198"},{"issue":"11","key":"3145_CR24","doi-asserted-by":"crossref","first-page":"957","DOI":"10.1109\/LSP.2009.2027657","volume":"16","author":"B Li","year":"2009","unstructured":"Li B, Chang H, Shan S et al (2009) Aligning coupled manifolds for face hallucination. IEEE Signal Process Lett 16(11):957\u2013960","journal-title":"IEEE Signal Process Lett"},{"key":"3145_CR25","doi-asserted-by":"crossref","unstructured":"Lan C, Hu R, Huang K et al (2010) Face hallucination with shape parameters projection constraint[C]. In: Proceedings of the international conference on multimedia. ACM, pp 883\u2013886","DOI":"10.1145\/1873951.1874103"},{"key":"3145_CR26","doi-asserted-by":"crossref","unstructured":"Liu S, Yang M H (2014) Compressed face hallucination[C]. In: IEEE international conference on image processing (ICIP), 2014. IEEE, pp 4032\u20134036","DOI":"10.1109\/ICIP.2014.7025819"},{"issue":"10","key":"3145_CR27","doi-asserted-by":"crossref","first-page":"1521","DOI":"10.1109\/83.951537","volume":"10","author":"X Li","year":"2001","unstructured":"Li X, Orchard MT (2001) New edge-directed interpolation. IEEE Trans Image Process 10(10):1521\u20131527","journal-title":"IEEE Trans Image Process"},{"key":"3145_CR28","unstructured":"Ma X, Zhang J, Qi C (2009) Position-based face hallucination method[C]. In: IEEE international conference on multimedia and expo, ICME, 2009. IEEE, pp 290\u2013293"},{"issue":"3","key":"3145_CR29","doi-asserted-by":"crossref","first-page":"21","DOI":"10.1109\/MSP.2003.1203207","volume":"20","author":"SC Park","year":"2003","unstructured":"Park SC, Park MK, Kang MG (2003) Super-resolution image reconstruction: a technical overview. IEEE Signal Process Mag 20(3):21\u201336","journal-title":"IEEE Signal Process Mag"},{"key":"3145_CR30","unstructured":"Park SW, Savvides M (2007) Breaking the limitation of manifold analysis for super-resolution of facial images[C]. Acoustics, Speech and Signal Processing, 2007. ICASSP 2007. IEEE Int Conf I-573-I-576"},{"key":"3145_CR31","doi-asserted-by":"crossref","unstructured":"Rowley H, Baluja S, Kanade T (1998) Neural network-based face detection. IEEE Trans Pattern Anal Mach Intell 20(1):23\u201338","DOI":"10.1109\/34.655647"},{"issue":"7","key":"3145_CR32","doi-asserted-by":"crossref","first-page":"1001","DOI":"10.1109\/TCYB.2013.2278548","volume":"44","author":"L Shao","year":"2014","unstructured":"Shao L, Yan R, Li X et al (2014) From heuristic optimization to dictionary learning: a review and comprehensive comparison of image denoising algorithms. IEEE Trans Cybern 44(7):1001\u20131013","journal-title":"IEEE Trans Cybern"},{"issue":"10","key":"3145_CR33","doi-asserted-by":"crossref","first-page":"1772","DOI":"10.1109\/TIP.2008.2002162","volume":"17","author":"L Shao","year":"2008","unstructured":"Shao L, Zhang H, De HG (2008) An overview and performance evaluation of classification-based least squares trained filters. IEEE Trans Image Process 17 (10):1772\u20131782","journal-title":"IEEE Trans Image Process"},{"key":"3145_CR34","unstructured":"Sun J, Zheng NN, Tao H, Shum HY (2003) Image hallucination with primal sketch priors. In: Proceedings of IEEE computer society conference on computer vision and pattern recognition, vol 2. IEEE, pp II-729"},{"issue":"6","key":"3145_CR35","doi-asserted-by":"crossref","first-page":"1635","DOI":"10.1109\/TIP.2010.2042645","volume":"19","author":"X Tan","year":"2010","unstructured":"Tan X, Triggs B (2010) Enhanced local texture feature sets for face recognition under difficult lighting conditions. IEEE Trans Image Process 19(6):1635\u20131650","journal-title":"IEEE Trans Image Process"},{"issue":"6","key":"3145_CR36","doi-asserted-by":"crossref","first-page":"902","DOI":"10.1016\/j.imavis.2009.11.005","volume":"28","author":"CE Thomaz","year":"2010","unstructured":"Thomaz CE, Giraldi GA (2010) A new ranking method for principal components analysis and its application to face image analysis. Image Vis Comput 28(6):902\u2013913","journal-title":"Image Vis Comput"},{"key":"3145_CR37","doi-asserted-by":"crossref","unstructured":"Vezzetti E, Calignano F, Moos S (2010) Computer-aided morphological analysis for maxillo-facial diagnostic: a preliminary study. Journal of Plastic, Reconstructive, Aesthetic Surgery 63.2, pp 218\u2013226","DOI":"10.1016\/j.bjps.2008.09.031"},{"key":"3145_CR38","unstructured":"Vezzetti E, Marcolin F, Stola V (2013) 3D human face soft tissues landmarking method: An advanced approach, Computers in Industry 64.9, pp 1326\u20131354"},{"key":"3145_CR39","doi-asserted-by":"crossref","unstructured":"Wang X, Tang X (2005) Hallucinating face by eigentransformation. IEEE Trans Syst Man Cybern Part C: Appl Rev 35(3):425\u2013434","DOI":"10.1109\/TSMCC.2005.848171"},{"issue":"4","key":"3145_CR40","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, Sheikh HR et al (2004) Image quality assessment: from error visibility to structural similarity. IEEE Trans Image Process 13(4):600\u2013612","journal-title":"IEEE Trans Image Process"},{"issue":"12","key":"3145_CR41","doi-asserted-by":"crossref","first-page":"4689","DOI":"10.1109\/TIP.2013.2277813","volume":"22","author":"R Yan","year":"2013","unstructured":"Yan R, Shao L, Liu Y (2013) Nonlocal hierarchical dictionary learning using wavelets for image denoising. IEEE Trans Image Process 22(12):4689\u20134698","journal-title":"IEEE Trans Image Process"},{"key":"3145_CR42","doi-asserted-by":"crossref","unstructured":"Yang CY, Liu S, Yang MH (2013) Structured face hallucination[C]. In: IEEE conference on computer vision and pattern recognition (CVPR). IEEE, pp 1099\u20131106","DOI":"10.1109\/CVPR.2013.146"},{"issue":"11","key":"3145_CR43","doi-asserted-by":"crossref","first-page":"2861","DOI":"10.1109\/TIP.2010.2050625","volume":"19","author":"J Yang","year":"2010","unstructured":"Yang J, Wright J, Huang TS et al (2010) Image super-resolution via sparse representation. IEEE Trans Image Process 19(11):2861\u20132873","journal-title":"IEEE Trans Image Process"},{"issue":"1","key":"3145_CR44","doi-asserted-by":"publisher","first-page":"327","DOI":"10.1109\/TIP.2011.2162432","volume":"21","author":"WWW Zou","year":"2012","unstructured":"Zou WWW, Yuen PC (2012) Very low resolution face recognition problem. IEEE Trans Image Process 21(1):327\u2013340. doi:10.1109\/TIP.2011.2162432","journal-title":"IEEE Trans Image Process"}],"container-title":["Multimedia Tools and Applications"],"original-title":[],"language":"en","link":[{"URL":"http:\/\/link.springer.com\/article\/10.1007\/s11042-015-3145-9\/fulltext.html","content-type":"text\/html","content-version":"vor","intended-application":"text-mining"},{"URL":"http:\/\/link.springer.com\/content\/pdf\/10.1007\/s11042-015-3145-9.pdf","content-type":"application\/pdf","content-version":"vor","intended-application":"text-mining"},{"URL":"http:\/\/link.springer.com\/content\/pdf\/10.1007\/s11042-015-3145-9","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"},{"URL":"http:\/\/link.springer.com\/content\/pdf\/10.1007\/s11042-015-3145-9.pdf","content-type":"application\/pdf","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2019,9,3]],"date-time":"2019-09-03T19:07:40Z","timestamp":1567537660000},"score":1,"resource":{"primary":{"URL":"http:\/\/link.springer.com\/10.1007\/s11042-015-3145-9"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2016,1,16]]},"references-count":44,"journal-issue":{"issue":"2","published-print":{"date-parts":[[2017,1]]}},"alternative-id":["3145"],"URL":"https:\/\/doi.org\/10.1007\/s11042-015-3145-9","relation":{},"ISSN":["1380-7501","1573-7721"],"issn-type":[{"value":"1380-7501","type":"print"},{"value":"1573-7721","type":"electronic"}],"subject":[],"published":{"date-parts":[[2016,1,16]]}}}