{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,4,22]],"date-time":"2026-04-22T19:12:42Z","timestamp":1776885162474,"version":"3.51.2"},"reference-count":75,"publisher":"Institute of Electrical and Electronics Engineers (IEEE)","issue":"9","license":[{"start":{"date-parts":[[2025,9,1]],"date-time":"2025-09-01T00:00:00Z","timestamp":1756684800000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/ieeexplore.ieee.org\/Xplorehelp\/downloads\/license-information\/IEEE.html"},{"start":{"date-parts":[[2025,9,1]],"date-time":"2025-09-01T00:00:00Z","timestamp":1756684800000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-029"},{"start":{"date-parts":[[2025,9,1]],"date-time":"2025-09-01T00:00:00Z","timestamp":1756684800000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-037"}],"funder":[{"DOI":"10.13039\/501100001809","name":"National Natural Science Foundation of China","doi-asserted-by":"publisher","award":["62331008"],"award-info":[{"award-number":["62331008"]}],"id":[{"id":"10.13039\/501100001809","id-type":"DOI","asserted-by":"publisher"}]},{"DOI":"10.13039\/501100001809","name":"National Natural Science Foundation of China","doi-asserted-by":"publisher","award":["62027827"],"award-info":[{"award-number":["62027827"]}],"id":[{"id":"10.13039\/501100001809","id-type":"DOI","asserted-by":"publisher"}]},{"DOI":"10.13039\/501100001809","name":"National Natural Science Foundation of China","doi-asserted-by":"publisher","award":["62221005"],"award-info":[{"award-number":["62221005"]}],"id":[{"id":"10.13039\/501100001809","id-type":"DOI","asserted-by":"publisher"}]},{"DOI":"10.13039\/501100005230","name":"Natural Science Foundation of Chongqing","doi-asserted-by":"publisher","award":["2023NSCQ-LZX0045"],"award-info":[{"award-number":["2023NSCQ-LZX0045"]}],"id":[{"id":"10.13039\/501100005230","id-type":"DOI","asserted-by":"publisher"}]},{"DOI":"10.13039\/501100005230","name":"Natural Science Foundation of Chongqing","doi-asserted-by":"publisher","award":["CSTB2022NSCQ-MSX0436"],"award-info":[{"award-number":["CSTB2022NSCQ-MSX0436"]}],"id":[{"id":"10.13039\/501100005230","id-type":"DOI","asserted-by":"publisher"}]}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":["IEEE Trans. Neural Netw. Learning Syst."],"published-print":{"date-parts":[[2025,9]]},"DOI":"10.1109\/tnnls.2025.3570389","type":"journal-article","created":{"date-parts":[[2025,6,18]],"date-time":"2025-06-18T13:39:38Z","timestamp":1750253978000},"page":"15779-15793","source":"Crossref","is-referenced-by-count":2,"title":["MDFA: A Quantitative Framework for the Analysis of Multimodal Facial Esthetics"],"prefix":"10.1109","volume":"36","author":[{"ORCID":"https:\/\/orcid.org\/0009-0009-7760-2097","authenticated-orcid":false,"given":"Huanyu","family":"Chen","sequence":"first","affiliation":[{"name":"College of Economics and Management, Chongqing University of Posts and Telecommunications, Chongqing, China"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-9033-8245","authenticated-orcid":false,"given":"Weisheng","family":"Li","sequence":"additional","affiliation":[{"name":"College of Computer Science and Technology, Chongqing University of Posts and Telecommunications, Chongqing, China"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"ORCID":"https:\/\/orcid.org\/0000-0001-8469-5302","authenticated-orcid":false,"given":"Bin","family":"Xiao","sequence":"additional","affiliation":[{"name":"College of Computer Science and Technology, Chongqing University of Posts and Telecommunications, Chongqing, China"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-7985-0037","authenticated-orcid":false,"given":"Xinbo","family":"Gao","sequence":"additional","affiliation":[{"name":"College of Computer Science and Technology, Chongqing University of Posts and Telecommunications, Chongqing, China"}],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"263","reference":[{"key":"ref1","doi-asserted-by":"publisher","DOI":"10.1109\/TNNLS.2019.2957285"},{"key":"ref2","doi-asserted-by":"publisher","DOI":"10.1109\/TNNLS.2020.2978127"},{"key":"ref3","doi-asserted-by":"publisher","DOI":"10.1109\/TNNLS.2018.2836933"},{"key":"ref4","doi-asserted-by":"publisher","DOI":"10.1109\/TNNLS.2017.2776248"},{"key":"ref5","doi-asserted-by":"publisher","DOI":"10.1109\/TNNLS.2019.2927274"},{"key":"ref6","doi-asserted-by":"publisher","DOI":"10.1109\/TNNLS.2019.2947244"},{"key":"ref7","doi-asserted-by":"publisher","DOI":"10.1007\/s11042-016-3830-3"},{"key":"ref8","doi-asserted-by":"publisher","DOI":"10.7551\/mitpress\/7503.003.0086"},{"key":"ref9","doi-asserted-by":"publisher","DOI":"10.1109\/ICSMC.2001.972963"},{"key":"ref10","doi-asserted-by":"publisher","DOI":"10.1109\/ICSMC.2009.5346057"},{"key":"ref11","doi-asserted-by":"publisher","DOI":"10.1016\/j.patcog.2011.11.024"},{"key":"ref12","doi-asserted-by":"publisher","DOI":"10.1016\/j.patcog.2007.11.022"},{"key":"ref13","doi-asserted-by":"publisher","DOI":"10.1037\/0735-7036.108.3.233"},{"key":"ref14","doi-asserted-by":"publisher","DOI":"10.1109\/TPAMI.2002.1017623"},{"key":"ref15","doi-asserted-by":"publisher","DOI":"10.1109\/AFGR.2008.4813332"},{"issue":"1","key":"ref16","first-page":"105","article-title":"Dual subspace algorithm for facial attractiveness analysis","volume":"27","author":"Duan","year":"2012","journal-title":"J. Data Acquisition Process."},{"key":"ref17","doi-asserted-by":"publisher","DOI":"10.1145\/2647868.2654986"},{"key":"ref18","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-642-15567-3_32"},{"key":"ref19","doi-asserted-by":"publisher","DOI":"10.1016\/j.neucom.2014.05.028"},{"key":"ref20","doi-asserted-by":"publisher","DOI":"10.1109\/ICASSP.2017.7952438"},{"key":"ref21","doi-asserted-by":"publisher","DOI":"10.1109\/ICIP.2017.8296805"},{"key":"ref22","doi-asserted-by":"publisher","DOI":"10.1109\/ICIP.2019.8803614"},{"key":"ref23","doi-asserted-by":"publisher","DOI":"10.1109\/TMM.2017.2780762"},{"key":"ref24","doi-asserted-by":"publisher","DOI":"10.1109\/TAFFC.2019.2933523"},{"key":"ref25","doi-asserted-by":"publisher","DOI":"10.1016\/S0262-8856(99)00012-8"},{"key":"ref26","doi-asserted-by":"publisher","DOI":"10.1002\/cav.294"},{"key":"ref27","doi-asserted-by":"publisher","DOI":"10.1109\/TVCG.2012.26"},{"key":"ref28","doi-asserted-by":"publisher","DOI":"10.1109\/TBME.2012.2217496"},{"key":"ref29","doi-asserted-by":"publisher","DOI":"10.1016\/j.patcog.2013.09.007"},{"key":"ref30","doi-asserted-by":"publisher","DOI":"10.1016\/j.cag.2021.04.023"},{"key":"ref31","doi-asserted-by":"publisher","DOI":"10.1002\/cav.2203"},{"key":"ref32","doi-asserted-by":"publisher","DOI":"10.1145\/3436369.3436476"},{"key":"ref33","first-page":"652","article-title":"PointNet: Deep learning on point sets for 3D classification and segmentation","volume-title":"Proc. IEEE Conf. Comput. Vis. Pattern Recognit. (CVPR)","author":"Qi"},{"key":"ref34","first-page":"1","article-title":"Graph attention networks","volume-title":"Proc. Int. Conf. Learn. Represent. (ICLR)","author":"Veli\u010dkovi\u0107"},{"key":"ref35","doi-asserted-by":"publisher","DOI":"10.1007\/s10044-017-0647-2"},{"key":"ref36","doi-asserted-by":"publisher","DOI":"10.1016\/j.eswa.2017.04.021"},{"key":"ref37","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-319-32598-9_6"},{"key":"ref38","doi-asserted-by":"publisher","DOI":"10.1109\/ICALIP.2010.5685007"},{"key":"ref39","doi-asserted-by":"publisher","DOI":"10.1109\/PRML52754.2021.9520726"},{"key":"ref40","doi-asserted-by":"publisher","DOI":"10.1109\/CVPRW.2019.00038"},{"key":"ref41","doi-asserted-by":"publisher","DOI":"10.1109\/TPAMI.2022.3217882"},{"key":"ref42","doi-asserted-by":"publisher","DOI":"10.1109\/TIFS.2021.3053460"},{"key":"ref43","article-title":"A new humanlike facial attractiveness predictor with cascaded fine-tuning deep learning model","author":"Xu","year":"2015","journal-title":"arXiv:1511.02465"},{"key":"ref44","doi-asserted-by":"publisher","DOI":"10.24963\/ijcai.2019\/119"},{"key":"ref45","doi-asserted-by":"publisher","DOI":"10.1109\/ICPR.2018.8545033"},{"key":"ref46","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-030-59830-3_38"},{"key":"ref47","doi-asserted-by":"publisher","DOI":"10.1109\/CDS52072.2021.00015"},{"key":"ref48","doi-asserted-by":"publisher","DOI":"10.1109\/ICME.2017.8019454"},{"key":"ref49","doi-asserted-by":"publisher","DOI":"10.1109\/ICPR.2018.8545164"},{"key":"ref50","doi-asserted-by":"publisher","DOI":"10.1016\/j.knosys.2022.108246"},{"key":"ref51","article-title":"Transferring rich deep features for facial beauty prediction","author":"Xu","year":"2018","journal-title":"arXiv:1803.07253"},{"key":"ref52","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-030-58529-7_10"},{"issue":"2","key":"ref53","first-page":"260","article-title":"3D face recognition algorithm based on adaptive face cutting","volume":"46","author":"Deng","year":"2016","journal-title":"J. Southeast Univ."},{"key":"ref54","doi-asserted-by":"publisher","DOI":"10.1109\/ICRA.2011.5980567"},{"key":"ref55","doi-asserted-by":"publisher","DOI":"10.1109\/TKDE.2016.2545658"},{"key":"ref56","doi-asserted-by":"publisher","DOI":"10.1002\/9781118786567"},{"key":"ref57","doi-asserted-by":"publisher","DOI":"10.1162\/089976606774841602"},{"key":"ref58","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-642-13923-9_3"},{"key":"ref59","doi-asserted-by":"publisher","DOI":"10.1016\/j.ijhcs.2006.07.004"},{"key":"ref60","doi-asserted-by":"publisher","DOI":"10.1145\/2501643.2501650"},{"key":"ref61","doi-asserted-by":"publisher","DOI":"10.1109\/ACCESS.2020.2980248"},{"key":"ref62","doi-asserted-by":"publisher","DOI":"10.1109\/SMC.2015.319"},{"key":"ref63","doi-asserted-by":"publisher","DOI":"10.1109\/ICPR.2018.8546038"},{"key":"ref64","article-title":"ComboLoss for facial attractiveness analysis with squeeze-and-excitation networks","author":"Xu","year":"2020","journal-title":"arXiv:2010.10721"},{"key":"ref65","doi-asserted-by":"publisher","DOI":"10.48550\/ARXIV.1807.06521"},{"key":"ref66","doi-asserted-by":"publisher","DOI":"10.1109\/TNNLS.2023.3271059"},{"key":"ref67","doi-asserted-by":"publisher","DOI":"10.1109\/TBDATA.2023.3255582"},{"key":"ref68","first-page":"5105","article-title":"PointNet++: Deep hierarchical feature learning on point sets in a metric space","volume-title":"Proc. NIPS","author":"Qi"},{"key":"ref69","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2016.308"},{"key":"ref70","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2018.00474"},{"key":"ref71","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2016.90"},{"key":"ref72","doi-asserted-by":"publisher","DOI":"10.1007\/s11042-019-08206-8"},{"key":"ref73","doi-asserted-by":"publisher","DOI":"10.24963\/ijcai.2017\/369"},{"key":"ref74","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-030-00764-5_61"},{"key":"ref75","doi-asserted-by":"publisher","DOI":"10.1109\/TAI.2024.3429293"}],"container-title":["IEEE Transactions on Neural Networks and Learning Systems"],"original-title":[],"link":[{"URL":"http:\/\/xplorestaging.ieee.org\/ielx8\/5962385\/11151745\/11038820.pdf?arnumber=11038820","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2025,9,5]],"date-time":"2025-09-05T18:25:30Z","timestamp":1757096730000},"score":1,"resource":{"primary":{"URL":"https:\/\/ieeexplore.ieee.org\/document\/11038820\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2025,9]]},"references-count":75,"journal-issue":{"issue":"9"},"URL":"https:\/\/doi.org\/10.1109\/tnnls.2025.3570389","relation":{},"ISSN":["2162-237X","2162-2388"],"issn-type":[{"value":"2162-237X","type":"print"},{"value":"2162-2388","type":"electronic"}],"subject":[],"published":{"date-parts":[[2025,9]]}}}