{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,6,29]],"date-time":"2025-06-29T20:40:06Z","timestamp":1751229606578,"version":"3.41.0"},"publisher-location":"Cham","reference-count":21,"publisher":"Springer International Publishing","isbn-type":[{"type":"print","value":"9783319736020"},{"type":"electronic","value":"9783319736037"}],"license":[{"start":{"date-parts":[[2018,1,1]],"date-time":"2018-01-01T00:00:00Z","timestamp":1514764800000},"content-version":"unspecified","delay-in-days":0,"URL":"http:\/\/www.springer.com\/tdm"}],"content-domain":{"domain":["link.springer.com"],"crossmark-restriction":false},"short-container-title":[],"published-print":{"date-parts":[[2018]]},"DOI":"10.1007\/978-3-319-73603-7_43","type":"book-chapter","created":{"date-parts":[[2018,1,12]],"date-time":"2018-01-12T09:13:02Z","timestamp":1515748382000},"page":"531-543","update-policy":"https:\/\/doi.org\/10.1007\/springer_crossmark_policy","source":"Crossref","is-referenced-by-count":0,"title":["Towards Demographic-Based Photographic Aesthetics Prediction for Portraitures"],"prefix":"10.1007","author":[{"given":"Magzhan","family":"Kairanbay","sequence":"first","affiliation":[]},{"given":"John","family":"See","sequence":"additional","affiliation":[]},{"given":"Lai-Kuan","family":"Wong","sequence":"additional","affiliation":[]}],"member":"297","published-online":{"date-parts":[[2018,1,13]]},"reference":[{"key":"43_CR1","doi-asserted-by":"crossref","first-page":"184","DOI":"10.1111\/j.1469-7580.2009.01164.x","volume":"216","author":"T Jacobsen","year":"2010","unstructured":"Jacobsen, T.: Beauty and the brain: culture, history and individual differences in aesthetic appreciation. J. Anat. 216, 184\u2013191 (2010)","journal-title":"J. Anat."},{"key":"43_CR2","doi-asserted-by":"crossref","first-page":"1260","DOI":"10.1177\/0146167208320555","volume":"34","author":"T Masuda","year":"2008","unstructured":"Masuda, T., Gonzalez, R., Kwan, L., Nisbett, R.E.: Culture and aesthetic preference: comparing the attention to context of East Asians and Americans. Pers. Soc. Psychol. Bull. 34, 1260\u20131275 (2008)","journal-title":"Pers. Soc. Psychol. Bull."},{"key":"43_CR3","doi-asserted-by":"crossref","first-page":"40","DOI":"10.2307\/1319792","volume":"21","author":"M Taunton","year":"1980","unstructured":"Taunton, M.: The influence of age on preferences for subject matter, realism, and spatial depth in painting reproductions. Stud. Art Educ. 21, 40\u201353 (1980)","journal-title":"Stud. Art Educ."},{"key":"43_CR4","doi-asserted-by":"crossref","first-page":"3847","DOI":"10.1073\/pnas.0900304106","volume":"106","author":"CJ Cela-Conde","year":"2009","unstructured":"Cela-Conde, C.J., Ayala, F.J., Munar, E., Maest\u00fa, F., Nadal, M., Cap\u00f3, M.A., del R\u00edo, D., L\u00f3pez-Ibor, J.J., Ortiz, T., Mirasso, C., et al.: Sex-related similarities and differences in the neural correlates of beauty. PNAS 106, 3847\u20133852 (2009)","journal-title":"PNAS"},{"key":"43_CR5","series-title":"Lecture Notes in Computer Science","doi-asserted-by":"publisher","first-page":"288","DOI":"10.1007\/11744078_23","volume-title":"Computer Vision \u2013 ECCV 2006","author":"R Datta","year":"2006","unstructured":"Datta, R., Joshi, D., Li, J., Wang, J.Z.: Studying aesthetics in photographic images using a computational approach. In: Leonardis, A., Bischof, H., Pinz, A. (eds.) ECCV 2006. LNCS, vol. 3953, pp. 288\u2013301. Springer, Heidelberg (2006). https:\/\/doi.org\/10.1007\/11744078_23"},{"key":"43_CR6","doi-asserted-by":"crossref","unstructured":"Ke, Y., Tang, X., Jing, F.: The design of high-level features for photo quality assessment. In: 2006 IEEE Computer Society Conference on Computer Vision and Pattern Recognition, vol. 1, pp. 419\u2013426. IEEE (2006)","DOI":"10.1109\/CVPR.2006.303"},{"key":"43_CR7","series-title":"Lecture Notes in Computer Science","doi-asserted-by":"publisher","first-page":"386","DOI":"10.1007\/978-3-540-88690-7_29","volume-title":"Computer Vision \u2013 ECCV 2008","author":"Y Luo","year":"2008","unstructured":"Luo, Y., Tang, X.: Photo and video quality evaluation: focusing on the subject. In: Forsyth, D., Torr, P., Zisserman, A. (eds.) ECCV 2008. LNCS, vol. 5304, pp. 386\u2013399. Springer, Heidelberg (2008). https:\/\/doi.org\/10.1007\/978-3-540-88690-7_29"},{"key":"43_CR8","unstructured":"Lo, K.Y., Liu, K.H., Chen, C.S.: Assessment of photo aesthetics with efficiency. In: ICPR, pp. 2186\u20132189 (2012)"},{"key":"43_CR9","doi-asserted-by":"crossref","unstructured":"Marchesotti, L., Perronnin, F., Larlus, D., Csurka, G.: Assessing the aesthetic quality of photographs using generic image descriptors. In: 2011 IEEE International Conference on Computer Vision (ICCV), pp. 1784\u20131791. IEEE (2011)","DOI":"10.1109\/ICCV.2011.6126444"},{"key":"43_CR10","doi-asserted-by":"crossref","unstructured":"Murray, N., Marchesotti, L., Perronnin, F.: AVA: a large-scale database for aesthetic visual analysis. In: 2012 IEEE Conference on Computer Vision and Pattern Recognition (CVPR), pp. 2408\u20132415. IEEE (2012)","DOI":"10.1109\/CVPR.2012.6247954"},{"key":"43_CR11","doi-asserted-by":"crossref","unstructured":"Jin, X., Chi, J., Peng, S., Tian, Y., Ye, C., Li, X.: Deep image aesthetics classification using inception modules and fine-tuning connected layer. In: 2016 8th International Conference on Wireless Communication and Signal Processing (WCSP), pp. 1\u20136 (2016)","DOI":"10.1109\/WCSP.2016.7752571"},{"key":"43_CR12","doi-asserted-by":"crossref","first-page":"80","DOI":"10.1109\/MSP.2017.2696576","volume":"34","author":"Y Deng","year":"2017","unstructured":"Deng, Y., Loy, C.C., Tang, X.: Image aesthetic assessment: an experimental survey. IEEE Sig. Process. Mag. 34, 80\u2013106 (2017)","journal-title":"IEEE Sig. Process. Mag."},{"key":"43_CR13","unstructured":"Khan, S.S., Vogel, D.: Evaluating visual aesthetics in photographic portraiture. In: Proceedings of the Eighth Annual Symposium on Computational Aesthetics in Graphics, Visualization, and Imaging, Eurographics Association, pp. 55\u201362 (2012)"},{"key":"43_CR14","doi-asserted-by":"crossref","unstructured":"Redi, M., Rasiwasia, N., Aggarwal, G., Jaimes, A.: The beauty of capturing faces: rating the quality of digital portraits. In: Proceedings of 11th IEEE FG, pp. 1\u20138 (2015)","DOI":"10.1109\/FG.2015.7163086"},{"key":"43_CR15","doi-asserted-by":"crossref","unstructured":"Lienhard, A., Ladret, P., Caplier, A.: Low level features for quality assessment of facial images. In: VISAPP, pp. 545\u2013552 (2015)","DOI":"10.5220\/0005308805450552"},{"key":"43_CR16","series-title":"Lecture Notes in Computer Science","doi-asserted-by":"publisher","first-page":"462","DOI":"10.1007\/978-3-319-54427-4_34","volume-title":"Computer Vision \u2013 ACCV 2016 Workshops","author":"M Kairanbay","year":"2017","unstructured":"Kairanbay, M., See, J., Wong, L.-K.: Aesthetic evaluation of facial portraits using compositional augmentation for deep CNNs. In: Chen, C.-S., Lu, J., Ma, K.-K. (eds.) ACCV 2016. LNCS, vol. 10117, pp. 462\u2013474. Springer, Cham (2017). https:\/\/doi.org\/10.1007\/978-3-319-54427-4_34"},{"key":"43_CR17","doi-asserted-by":"crossref","unstructured":"Szegedy, C., Liu, W., Jia, Y., Sermanet, P., Reed, S., Anguelov, D., Erhan, D., Vanhoucke, V., Rabinovich, A.: Going deeper with convolutions. In: Proceedings of IEEE CVPR, pp. 1\u20139 (2015)","DOI":"10.1109\/CVPR.2015.7298594"},{"key":"43_CR18","unstructured":"Megvii: Face++ - Leading face recognition on cloud. ( http:\/\/www.faceplusplus.com\/ ). Accessed 26 August 2016"},{"key":"43_CR19","unstructured":"Krizhevsky, A., Sutskever, I., Hinton, G.E.: Imagenet classification with deep convolutional neural networks. In: Advances in NIPS, pp. 1097\u20131105 (2012)"},{"key":"43_CR20","unstructured":"Wang, Z., Chang, S., Dolcos, F., Beck, D., Liu, D., Huang, T.S.: Brain-inspired deep networks for image aesthetics assessment. arXiv preprint arXiv:1601.04155 (2016)"},{"key":"43_CR21","unstructured":"Higgins, I., Matthey, L., Glorot, X., Pal, A., Uria, B., Blundell, C., Mohamed, S., Lerchner, A.: Early visual concept learning with unsupervised deep learning. arXiv preprint arXiv:1606.05579 (2016)"}],"container-title":["Lecture Notes in Computer Science","MultiMedia Modeling"],"original-title":[],"link":[{"URL":"http:\/\/link.springer.com\/content\/pdf\/10.1007\/978-3-319-73603-7_43","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2025,6,29]],"date-time":"2025-06-29T20:25:00Z","timestamp":1751228700000},"score":1,"resource":{"primary":{"URL":"http:\/\/link.springer.com\/10.1007\/978-3-319-73603-7_43"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2018]]},"ISBN":["9783319736020","9783319736037"],"references-count":21,"URL":"https:\/\/doi.org\/10.1007\/978-3-319-73603-7_43","relation":{},"ISSN":["0302-9743","1611-3349"],"issn-type":[{"type":"print","value":"0302-9743"},{"type":"electronic","value":"1611-3349"}],"subject":[],"published":{"date-parts":[[2018]]}}}