{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,10,27]],"date-time":"2025-10-27T20:44:10Z","timestamp":1761597850124,"version":"3.41.0"},"reference-count":41,"publisher":"Springer Science and Business Media LLC","issue":"3","license":[{"start":{"date-parts":[[2017,8,19]],"date-time":"2017-08-19T00:00:00Z","timestamp":1503100800000},"content-version":"unspecified","delay-in-days":0,"URL":"http:\/\/www.springer.com\/tdm"}],"funder":[{"name":"Natural Science Foundation of the Jiangsu Higher Education Institutions of China","award":["13KJD520002"],"award-info":[{"award-number":["13KJD520002"]}]}],"content-domain":{"domain":["link.springer.com"],"crossmark-restriction":false},"short-container-title":["Neural Process Lett"],"published-print":{"date-parts":[[2018,6]]},"DOI":"10.1007\/s11063-017-9694-3","type":"journal-article","created":{"date-parts":[[2017,8,19]],"date-time":"2017-08-19T13:52:43Z","timestamp":1503150763000},"page":"1253-1269","update-policy":"https:\/\/doi.org\/10.1007\/springer_crossmark_policy","source":"Crossref","is-referenced-by-count":14,"title":["Heterogeneous Similarity Learning for More Practical Kinship Verification"],"prefix":"10.1007","volume":"47","author":[{"given":"Xiaoqian","family":"Qin","sequence":"first","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Dakun","family":"Liu","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Dong","family":"Wang","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"297","published-online":{"date-parts":[[2017,8,19]]},"reference":[{"issue":"12","key":"9694_CR1","doi-asserted-by":"crossref","first-page":"2037","DOI":"10.1109\/TPAMI.2006.244","volume":"28","author":"T Ahonen","year":"2006","unstructured":"Ahonen T, Hadid A, Pietikainen M (2006) Face description with local binary patterns: application to face recognition. IEEE Trans Pattern Anal Mach Intell 28(12):2037\u20132041","journal-title":"IEEE Trans Pattern Anal Mach Intell"},{"issue":"1","key":"9694_CR2","first-page":"2399","volume":"7","author":"M Belkin","year":"2006","unstructured":"Belkin M, Niyogi P, Sindhwani V (2006) Manifold regularization: a geometric framework for learning from labeled and unlabeled examples. J Mach Learn Res 7(1):2399\u20132434","journal-title":"J Mach Learn Res"},{"issue":"8","key":"9694_CR3","doi-asserted-by":"crossref","first-page":"2009","DOI":"10.1109\/TMM.2013.2267726","volume":"15","author":"X Benavent","year":"2013","unstructured":"Benavent X, Garcia-Serrano A, Granados R, Benavent J, de Ves E (2013) Multimedia information retrieval based on late semantic fusion approaches: experiments on a Wikipedia image collection. IEEE Trans Multimed 15(8):2009\u20132021","journal-title":"IEEE Trans Multimed"},{"key":"9694_CR4","first-page":"1109","volume":"11","author":"G Chechik","year":"2009","unstructured":"Chechik G, Sharma V, Shalit U, Bengio S (2009) Large scale online learning of image similarity through ranking. J Mach Learn Res 11:1109\u20131135","journal-title":"J Mach Learn Res"},{"key":"9694_CR5","doi-asserted-by":"crossref","unstructured":"Dalal N, Triggs B (2005) Histograms of oriented gradients for human detection. In: Proceedings of the 2005 IEEE computer society conference on computer vision and pattern recognition (CVPR\u201905), vol 1. IEEE Computer Society, Washington, DC, pp 886\u2013893","DOI":"10.1109\/CVPR.2005.177"},{"key":"9694_CR6","doi-asserted-by":"crossref","unstructured":"Dehghan A, Ortiz EG, Villegas R, Shah M (2014) Who do i look like? Determining parent-offspring resemblance via gated autoencoders. In: 2014 IEEE conference on computer vision and pattern recognition (CVPR). IEEE","DOI":"10.1109\/CVPR.2014.227"},{"key":"9694_CR7","doi-asserted-by":"crossref","unstructured":"Deng J, Berg AC, Fei-Fei L (2011) Hierarchical semantic indexing for large scale image retrieval. In: CVPR \u201911 Proceedings of the 2011 IEEE conference on computer vision and pattern recognition. IEEE Computer Society, Washington, DC, pp 785\u2013792","DOI":"10.1109\/CVPR.2011.5995516"},{"key":"9694_CR8","doi-asserted-by":"crossref","unstructured":"Dibeklioglu H, Salah AA, Gevers T (2013) Like father, like son: facial expression dynamics for kinship verification. In: 2013 IEEE international conference on computer vision (ICCV), pp 1497\u20131504","DOI":"10.1109\/ICCV.2013.189"},{"key":"9694_CR9","doi-asserted-by":"crossref","unstructured":"Fang R, Tang KD, Snavely N, Chen T (2010) Towards computational models of kinship verification. In: 2010 IEEE international conference on image processing (ICIP). IEEE, pp 1577\u20131580","DOI":"10.1109\/ICIP.2010.5652590"},{"key":"9694_CR10","doi-asserted-by":"crossref","unstructured":"Gao X, Hoi SCH, Zhang Y, Wan J, Li J (2014) SOML: sparse online metric learning with application to image retrieval. In: Proceedings of AAAI","DOI":"10.1609\/aaai.v28i1.8911"},{"issue":"4","key":"9694_CR11","doi-asserted-by":"crossref","first-page":"919","DOI":"10.1007\/s00138-013-0566-1","volume":"25","author":"M Ghahramani","year":"2014","unstructured":"Ghahramani M, Yau WY, Teoh EK (2014) Family verification based on similarity of individual family members facial segments. Mach Vis Appl 25(4):919\u2013930","journal-title":"Mach Vis Appl"},{"issue":"8","key":"9694_CR12","doi-asserted-by":"crossref","first-page":"2322","DOI":"10.1109\/TIM.2012.2187468","volume":"61","author":"G Guo","year":"2012","unstructured":"Guo G, Wang X (2012) Kinship measurement on salient facial features. IEEE Trans Instrum Meas 61(8):2322\u20132325","journal-title":"IEEE Trans Instrum Meas"},{"key":"9694_CR13","doi-asserted-by":"crossref","unstructured":"Hu J, Lu J, Yuan J, Tan YP (2014) Large margin multimetric learning for face and kinship verification in the wild. In: Proceeding of ACCV","DOI":"10.1007\/978-3-319-16811-1_17"},{"issue":"2","key":"9694_CR14","doi-asserted-by":"crossref","first-page":"442","DOI":"10.1109\/TMM.2012.2231061","volume":"15","author":"YG Jiang","year":"2013","unstructured":"Jiang YG, Wang J, Xue X, Chang SF (2013) Query-adaptive image search with hash codes. IEEE Trans Multimed 15(2):442\u2013453","journal-title":"IEEE Trans Multimed"},{"key":"9694_CR15","doi-asserted-by":"crossref","unstructured":"Kohli N, Singh R, Vatsa M (2012) Self-similarity representation of weber faces for kinship classification. In: 2012 IEEE fifth international conference on biometrics: theory, applications and systems (BTAS). IEEE, pp 245\u2013250","DOI":"10.1109\/BTAS.2012.6374584"},{"issue":"2","key":"9694_CR16","doi-asserted-by":"crossref","first-page":"91","DOI":"10.1023\/B:VISI.0000029664.99615.94","volume":"60","author":"DG Lowe","year":"2004","unstructured":"Lowe DG (2004) Distinctive image features from scale-invariant keypoints. Int J Comput Vis 60(2):91\u2013110","journal-title":"Int J Comput Vis"},{"key":"9694_CR17","unstructured":"Lu J, Hu J, Liong VE, Zhou X, Bottino A, Islam IU, Vieira TF, Qin X, Tan X, Keller Y et\u00a0al (2015) The fg 2015 kinship verification in the wild evaluation. In: 2015 IEEE international conference on automatic face and gesture recognition (FG)"},{"issue":"2","key":"9694_CR18","doi-asserted-by":"crossref","first-page":"331","DOI":"10.1109\/TPAMI.2013.134","volume":"36","author":"J Lu","year":"2014","unstructured":"Lu J, Zhou X, Tan YP, Shang Y, Zhou J (2014) Neighborhood repulsed metric learning for kinship verification. IEEE Trans Pattern Anal Mach Intell 36(2):331\u2013345","journal-title":"IEEE Trans Pattern Anal Mach Intell"},{"issue":"7","key":"9694_CR19","doi-asserted-by":"crossref","first-page":"1628","DOI":"10.1109\/TMM.2013.2264928","volume":"15","author":"Z Ma","year":"2013","unstructured":"Ma Z, Yang Y, Sebe N, Zheng K, Hauptmann AG (2013) Multimedia event detection using a classifier-specific intermediate representation. IEEE Trans Multimed 15(7):1628\u20131637","journal-title":"IEEE Trans Multimed"},{"issue":"6","key":"9694_CR20","doi-asserted-by":"crossref","first-page":"394","DOI":"10.1016\/j.evolhumbehav.2004.08.007","volume":"25","author":"SM Platek","year":"2004","unstructured":"Platek SM, Raines DM, Gallup GG Jr, Mohamed FB, Thomson JW, Myers TE, Panyavin IS, Levin SL, Davis JA, Fonteyn L et al (2004) Reactions to children\u2019s faces: males are more affected by resemblance than females are, and so are their brains. Evol Hum Behav 25(6):394\u2013405","journal-title":"Evol Hum Behav"},{"issue":"10","key":"9694_CR21","doi-asserted-by":"crossref","first-page":"1855","DOI":"10.1109\/TMM.2015.2461462","volume":"17","author":"X Qin","year":"2015","unstructured":"Qin X, Tan X, Chen S (2015) Tri-subject kinship verification: understanding the core of a family. IEEE Trans Multimed 17(10):1855\u20131867","journal-title":"IEEE Trans Multimed"},{"key":"9694_CR22","doi-asserted-by":"crossref","first-page":"350","DOI":"10.1016\/j.neucom.2016.06.027","volume":"214","author":"X Qin","year":"2016","unstructured":"Qin X, Tan X, Chen S (2016) Mixed bi-subject kinship verification via multi-view multi-task learning. Neurocomputing 214:350\u2013357","journal-title":"Neurocomputing"},{"issue":"4","key":"9694_CR23","doi-asserted-by":"crossref","first-page":"211","DOI":"10.1016\/0162-3095(96)00036-2","volume":"17","author":"F Salter","year":"1996","unstructured":"Salter F (1996) Carrier females and sender males: an evolutionary hypothesis linking female attractiveness, family resemblance, and paternity confidence. Ethol Sociobiol 17(4):211\u2013220","journal-title":"Ethol Sociobiol"},{"issue":"1\u20132","key":"9694_CR24","doi-asserted-by":"crossref","first-page":"74","DOI":"10.1007\/s11263-014-0696-6","volume":"109","author":"M Shao","year":"2014","unstructured":"Shao M, Kit D, Fu Y (2014) Generalized transfer subspace learning through low-rank constraint. Int J Comput Vis 109(1\u20132):74\u201393","journal-title":"Int J Comput Vis"},{"key":"9694_CR25","doi-asserted-by":"crossref","unstructured":"Shao M, Xia S, Fu Y (2014) Identity and kinship relations in group pictures. In: Fu Y (ed) Human-centered social media analytics. Springer, Cham, pp 175\u2013190","DOI":"10.1007\/978-3-319-05491-9_9"},{"issue":"6","key":"9694_CR26","doi-asserted-by":"crossref","first-page":"1713","DOI":"10.1109\/TMM.2014.2329648","volume":"16","author":"E Spyromitros-Xioufis","year":"2014","unstructured":"Spyromitros-Xioufis E, Papadopoulos S, Kompatsiaris I, Tsoumakas G, Vlahavas I (2014) A comprehensive study over vlad and product quantizationin large-scale image retrieval. IEEE Trans Multimed 16(6):1713\u20131728","journal-title":"IEEE Trans Multimed"},{"issue":"12","key":"9694_CR27","doi-asserted-by":"crossref","first-page":"1443","DOI":"10.1038\/ng.2007.13","volume":"39","author":"P Sulem","year":"2007","unstructured":"Sulem P, Gudbjartsson DF, Stacey SN, Helgason A, Rafnar T, Magnusson KP, Manolescu A, Karason A, Palsson A, Thorleifsson G et al (2007) Genetic determinants of hair, eye and skin pigmentation in europeans. Nat Genet 39(12):1443\u20131452","journal-title":"Nat Genet"},{"issue":"6","key":"9694_CR28","first-page":"1037","volume":"2","author":"N Syed","year":"2014","unstructured":"Syed N, Patil BK, Shareq Mohd Q (2014) Understanding familial relationship in an image. Int J Sci Res Educ 2(6):1037\u20131045","journal-title":"Int J Sci Res Educ"},{"key":"9694_CR29","doi-asserted-by":"crossref","unstructured":"Wang G, Gallagher A, Luo J, Forsyth D (2010) Seeing people in social context: recognizing people and social relationships. In: Computer vision\u2013ECCV 2010. Springer, pp 169\u2013182","DOI":"10.1007\/978-3-642-15555-0_13"},{"key":"9694_CR30","unstructured":"Xia S, Shao M, Fu Y (2011) Kinship verification through transfer learning. In: Proceedings of the twenty-second international joint conference on artificial intelligence, vol 3. AAAI Press, pp 2539\u20132544"},{"key":"9694_CR31","unstructured":"Xia S, Shao M, Fu Y (2012) Toward kinship verification using visual attributes. In: 2012 international conference on pattern recognition (ICPR). IEEE, pp 549\u2013552"},{"issue":"4","key":"9694_CR32","doi-asserted-by":"crossref","first-page":"1046","DOI":"10.1109\/TMM.2012.2187436","volume":"14","author":"S Xia","year":"2012","unstructured":"Xia S, Shao M, Luo J, Fu Y (2012) Understanding kin relationships in a photo. IEEE Trans Multimed 14(4):1046\u20131056","journal-title":"IEEE Trans Multimed"},{"key":"9694_CR33","first-page":"1","volume":"2016","author":"M Xu","year":"2016","unstructured":"Xu M, Shang Y (2016) Kinship verification using facial images by robust similarity learning. Math Probl Eng 2016:1\u20138","journal-title":"Math Probl Eng"},{"issue":"7","key":"9694_CR34","doi-asserted-by":"crossref","first-page":"1986","DOI":"10.1109\/TMM.2014.2342658","volume":"16","author":"Z Xu","year":"2014","unstructured":"Xu Z, Zhang Y, Cao L (2014) Social image analysis from a non-iid perspective. IEEE Trans Multimed 16(7):1986\u20131998","journal-title":"IEEE Trans Multimed"},{"issue":"7","key":"9694_CR35","doi-asserted-by":"crossref","first-page":"1169","DOI":"10.1109\/TIFS.2014.2327757","volume":"9","author":"H Yan","year":"2014","unstructured":"Yan H, Lu J, Deng W, Zhou X (2014) Discriminative multi-metric learning for kinship verification. IEEE Trans Inf Forensics Secur 9(7):1169\u20131178","journal-title":"IEEE Trans Inf Forensics Secur"},{"key":"9694_CR36","doi-asserted-by":"crossref","first-page":"2535","DOI":"10.1109\/TCYB.2014.2376934","volume":"45","author":"H Yan","year":"2014","unstructured":"Yan H, Lu J, Zhou X (2014) Prototype-based discriminative feature learning for kinship verification. IEEE Trans Cybern 45:2535\u20132545","journal-title":"IEEE Trans Cybern"},{"key":"9694_CR37","doi-asserted-by":"crossref","unstructured":"Zhang Z, Chen Y, Saligrama V (2015) Group membership prediction. arXiv preprint arXiv:1509.04783","DOI":"10.1109\/ICCV.2015.446"},{"key":"9694_CR38","doi-asserted-by":"crossref","unstructured":"Zhou X, Hu J, Lu J, Shang Y, Guan Y (2011) Kinship verification from facial images under uncontrolled conditions. In: Proceedings of the 19th ACM international conference on multimedia. ACM, pp 953\u2013956","DOI":"10.1145\/2072298.2071911"},{"key":"9694_CR39","doi-asserted-by":"crossref","unstructured":"Zhou X, Lu J, Hu J, Shang, Y (2012) Gabor-based gradient orientation pyramid for kinship verification under uncontrolled environments. In: Proceedings of the 20th ACM international conference on multimedia. ACM, pp 725\u2013728","DOI":"10.1145\/2393347.2396297"},{"key":"9694_CR40","doi-asserted-by":"crossref","first-page":"136","DOI":"10.1016\/j.neucom.2016.02.039","volume":"197","author":"X Zhou","year":"2016","unstructured":"Zhou X, Yan H, Shang Y (2016) Kinship verification from facial images by scalable similarity fusion. Neurocomputing 197:136\u2013142","journal-title":"Neurocomputing"},{"issue":"5","key":"9694_CR41","doi-asserted-by":"crossref","first-page":"1358","DOI":"10.1109\/TMM.2014.2315595","volume":"16","author":"O Zoidi","year":"2014","unstructured":"Zoidi O, Tefas A, Nikolaidis N, Pitas I (2014) Person identity label propagation in stereo videos. IEEE Trans Multimed 16(5):1358\u20131368","journal-title":"IEEE Trans Multimed"}],"container-title":["Neural Processing Letters"],"original-title":[],"language":"en","link":[{"URL":"http:\/\/link.springer.com\/article\/10.1007\/s11063-017-9694-3\/fulltext.html","content-type":"text\/html","content-version":"vor","intended-application":"text-mining"},{"URL":"http:\/\/link.springer.com\/content\/pdf\/10.1007\/s11063-017-9694-3.pdf","content-type":"application\/pdf","content-version":"vor","intended-application":"text-mining"},{"URL":"http:\/\/link.springer.com\/content\/pdf\/10.1007\/s11063-017-9694-3.pdf","content-type":"application\/pdf","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2025,6,24]],"date-time":"2025-06-24T23:36:58Z","timestamp":1750808218000},"score":1,"resource":{"primary":{"URL":"http:\/\/link.springer.com\/10.1007\/s11063-017-9694-3"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2017,8,19]]},"references-count":41,"journal-issue":{"issue":"3","published-print":{"date-parts":[[2018,6]]}},"alternative-id":["9694"],"URL":"https:\/\/doi.org\/10.1007\/s11063-017-9694-3","relation":{},"ISSN":["1370-4621","1573-773X"],"issn-type":[{"type":"print","value":"1370-4621"},{"type":"electronic","value":"1573-773X"}],"subject":[],"published":{"date-parts":[[2017,8,19]]}}}