{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,1,28]],"date-time":"2026-01-28T20:05:22Z","timestamp":1769630722829,"version":"3.49.0"},"reference-count":55,"publisher":"Institute of Electrical and Electronics Engineers (IEEE)","issue":"9","license":[{"start":{"date-parts":[[2023,9,1]],"date-time":"2023-09-01T00:00:00Z","timestamp":1693526400000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/ieeexplore.ieee.org\/Xplorehelp\/downloads\/license-information\/IEEE.html"},{"start":{"date-parts":[[2023,9,1]],"date-time":"2023-09-01T00:00:00Z","timestamp":1693526400000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-029"},{"start":{"date-parts":[[2023,9,1]],"date-time":"2023-09-01T00:00:00Z","timestamp":1693526400000},"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":["61871283"],"award-info":[{"award-number":["61871283"]}],"id":[{"id":"10.13039\/501100001809","id-type":"DOI","asserted-by":"publisher"}]}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":["IEEE Trans. Cybern."],"published-print":{"date-parts":[[2023,9]]},"DOI":"10.1109\/tcyb.2022.3169017","type":"journal-article","created":{"date-parts":[[2022,5,17]],"date-time":"2022-05-17T19:46:05Z","timestamp":1652816765000},"page":"5716-5728","source":"Crossref","is-referenced-by-count":14,"title":["MetaMP: Metalearning-Based Multipatch Image Aesthetics Assessment"],"prefix":"10.1109","volume":"53","author":[{"ORCID":"https:\/\/orcid.org\/0000-0003-2558-552X","authenticated-orcid":false,"given":"Jiachen","family":"Yang","sequence":"first","affiliation":[{"name":"School of Electrical and Information Engineering, Tianjin University, Tianjin, China"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-0490-0474","authenticated-orcid":false,"given":"Yanshuang","family":"Zhou","sequence":"additional","affiliation":[{"name":"School of Electrical and Information Engineering, Tianjin University, Tianjin, China"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-7302-7787","authenticated-orcid":false,"given":"Yang","family":"Zhao","sequence":"additional","affiliation":[{"name":"School of Electrical and Information Engineering, Tianjin University, Tianjin, China"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-8193-6016","authenticated-orcid":false,"given":"Wen","family":"Lu","sequence":"additional","affiliation":[{"name":"School of Electronic Engineering, Xidian University, Xi’an, China"}]},{"ORCID":"https:\/\/orcid.org\/0000-0003-1443-0776","authenticated-orcid":false,"given":"Xinbo","family":"Gao","sequence":"additional","affiliation":[{"name":"State Key Laboratory of Integrated Services Networks, School of Electronic Engineering, Xidian University, Xi’an, China"}]}],"member":"263","reference":[{"key":"ref13","doi-asserted-by":"publisher","DOI":"10.1109\/ICCV.2017.74"},{"key":"ref12","first-page":"419","article-title":"The design of high-level features for photo quality assessment","volume":"1","author":"ke","year":"2006","journal-title":"Proc IEEE Comput Soc Conf Comput Vis Pattern Recognit (CVPR)"},{"key":"ref15","doi-asserted-by":"publisher","DOI":"10.1109\/TKDE.2009.191"},{"key":"ref14","doi-asserted-by":"publisher","DOI":"10.1109\/TIP.2018.2831899"},{"key":"ref53","doi-asserted-by":"publisher","DOI":"10.1109\/TMM.2015.2477040"},{"key":"ref52","doi-asserted-by":"publisher","DOI":"10.1016\/j.patrec.2005.10.010"},{"key":"ref55","doi-asserted-by":"publisher","DOI":"10.1109\/ACCESS.2019.2936289"},{"key":"ref11","doi-asserted-by":"publisher","DOI":"10.1007\/11744078_23"},{"key":"ref54","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2019.00960"},{"key":"ref10","doi-asserted-by":"publisher","DOI":"10.1109\/TIP.2020.2968285"},{"key":"ref17","article-title":"Theme aware aesthetic distribution prediction with full resolution photos","author":"jia","year":"2019","journal-title":"arXiv 1908 01308"},{"key":"ref16","first-page":"2206","article-title":"Content-based photo quality assessment","author":"luo","year":"2011","journal-title":"Proc Int Conf Comput Vis"},{"key":"ref19","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2017.84"},{"key":"ref18","doi-asserted-by":"publisher","DOI":"10.1109\/ICIP40778.2020.9190819"},{"key":"ref51","doi-asserted-by":"publisher","DOI":"10.1007\/11941439_114"},{"key":"ref50","doi-asserted-by":"publisher","DOI":"10.1016\/j.aci.2018.08.003"},{"key":"ref46","article-title":"The need for biases in learning generalizations","author":"mitchell","year":"1980"},{"key":"ref45","article-title":"Adam: A method for stochastic optimization","author":"kingma","year":"2014","journal-title":"arXiv 1412 6980"},{"key":"ref48","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2016.90"},{"key":"ref47","doi-asserted-by":"publisher","DOI":"10.1145\/3240508.3240554"},{"key":"ref42","doi-asserted-by":"publisher","DOI":"10.1109\/ICASSP40776.2020.9053112"},{"key":"ref41","doi-asserted-by":"publisher","DOI":"10.1109\/ICPICS47731.2019.8942415"},{"key":"ref44","article-title":"On first-order meta-learning algorithms","author":"nichol","year":"2018","journal-title":"arXiv 1803 02999"},{"key":"ref43","first-page":"1126","article-title":"Model-agnostic meta-learning for fast adaptation of deep networks","volume":"70","author":"finn","year":"2017","journal-title":"Proc 34th Int Conf Mach Learn (JMLR)"},{"key":"ref49","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2012.6247954"},{"key":"ref8","doi-asserted-by":"publisher","DOI":"10.1109\/ICCV.2017.76"},{"key":"ref7","doi-asserted-by":"publisher","DOI":"10.1109\/TCYB.2015.2401732"},{"key":"ref9","doi-asserted-by":"publisher","DOI":"10.1109\/TCYB.2020.2984670"},{"key":"ref4","doi-asserted-by":"publisher","DOI":"10.1109\/TMM.2020.3037482"},{"key":"ref3","doi-asserted-by":"publisher","DOI":"10.1109\/MSP.2021.3106895"},{"key":"ref6","doi-asserted-by":"publisher","DOI":"10.1109\/TCYB.2015.2392156"},{"key":"ref5","doi-asserted-by":"publisher","DOI":"10.1109\/TCYB.2016.2608906"},{"key":"ref40","doi-asserted-by":"publisher","DOI":"10.1109\/TPAMI.2021.3079209"},{"key":"ref35","doi-asserted-by":"publisher","DOI":"10.1109\/MSP.2011.941851"},{"key":"ref34","doi-asserted-by":"publisher","DOI":"10.1109\/ICIP.2019.8803119"},{"key":"ref37","article-title":"Affective image content analysis: Two decades review and new perspectives","author":"zhao","year":"2021","journal-title":"IEEE Trans Pattern Anal Mach Intell"},{"key":"ref36","article-title":"Emotional semantics-preserved and feature-aligned cyclegan for visual emotion adaptation","author":"zhao","year":"2021","journal-title":"IEEE Trans Cybern"},{"key":"ref31","doi-asserted-by":"publisher","DOI":"10.1109\/TIP.2017.2651399"},{"key":"ref30","doi-asserted-by":"publisher","DOI":"10.1109\/TMM.2015.2479916"},{"key":"ref33","doi-asserted-by":"publisher","DOI":"10.1109\/TCYB.2018.2797176"},{"key":"ref32","doi-asserted-by":"publisher","DOI":"10.1109\/TIP.2019.2897940"},{"key":"ref2","article-title":"No reference quality assessment for screen content images using stacked autoencoders in pictorial and textual regions","author":"yang","year":"2020","journal-title":"IEEE Trans Cybern"},{"key":"ref1","doi-asserted-by":"publisher","DOI":"10.1109\/TCYB.2018.2889376"},{"key":"ref39","doi-asserted-by":"publisher","DOI":"10.1109\/TNNLS.2020.3028503"},{"key":"ref38","doi-asserted-by":"publisher","DOI":"10.1109\/TPAMI.2019.2945942"},{"key":"ref24","doi-asserted-by":"publisher","DOI":"10.1109\/TIP.2014.2303650"},{"key":"ref23","doi-asserted-by":"publisher","DOI":"10.1109\/TMM.2020.2985526"},{"key":"ref26","doi-asserted-by":"publisher","DOI":"10.1109\/LSP.2021.3091928"},{"key":"ref25","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2011.5995467"},{"key":"ref20","doi-asserted-by":"publisher","DOI":"10.1109\/ICCV.2015.119"},{"key":"ref22","doi-asserted-by":"publisher","DOI":"10.1109\/ICME.2019.00081"},{"key":"ref21","doi-asserted-by":"publisher","DOI":"10.1109\/TCYB.2017.2758350"},{"key":"ref28","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2016.308"},{"key":"ref27","article-title":"Very deep convolutional networks for large-scale image recognition","author":"simonyan","year":"2014","journal-title":"arXiv 1409 1556"},{"key":"ref29","article-title":"MobileNets: Efficient convolutional neural networks for mobile vision applications","author":"howard","year":"2017","journal-title":"arXiv 1704 04861"}],"container-title":["IEEE Transactions on Cybernetics"],"original-title":[],"link":[{"URL":"http:\/\/xplorestaging.ieee.org\/ielx7\/6221036\/10223305\/09777255.pdf?arnumber=9777255","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2023,9,4]],"date-time":"2023-09-04T18:15:34Z","timestamp":1693851334000},"score":1,"resource":{"primary":{"URL":"https:\/\/ieeexplore.ieee.org\/document\/9777255\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2023,9]]},"references-count":55,"journal-issue":{"issue":"9"},"URL":"https:\/\/doi.org\/10.1109\/tcyb.2022.3169017","relation":{},"ISSN":["2168-2267","2168-2275"],"issn-type":[{"value":"2168-2267","type":"print"},{"value":"2168-2275","type":"electronic"}],"subject":[],"published":{"date-parts":[[2023,9]]}}}