{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,7,3]],"date-time":"2026-07-03T16:20:52Z","timestamp":1783095652021,"version":"3.54.6"},"reference-count":60,"publisher":"Institute of Electrical and Electronics Engineers (IEEE)","issue":"2","license":[{"start":{"date-parts":[[2016,2,1]],"date-time":"2016-02-01T00:00:00Z","timestamp":1454284800000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/ieeexplore.ieee.org\/Xplorehelp\/downloads\/license-information\/IEEE.html"}],"funder":[{"DOI":"10.13039\/501100001809","name":"National Natural Science Foundation of China","doi-asserted-by":"publisher","award":["61473231"],"award-info":[{"award-number":["61473231"]}],"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":["61333017"],"award-info":[{"award-number":["61333017"]}],"id":[{"id":"10.13039\/501100001809","id-type":"DOI","asserted-by":"publisher"}]},{"name":"Doctoral Fund of Ministry of Education of China","award":["20136102110037"],"award-info":[{"award-number":["20136102110037"]}]}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":["IEEE Trans. Cybern."],"published-print":{"date-parts":[[2016,2]]},"DOI":"10.1109\/tcyb.2015.2404432","type":"journal-article","created":{"date-parts":[[2015,2,27]],"date-time":"2015-02-27T14:41:58Z","timestamp":1425048118000},"page":"487-498","source":"Crossref","is-referenced-by-count":124,"title":["Two-Stage Learning to Predict Human Eye Fixations via SDAEs"],"prefix":"10.1109","volume":"46","author":[{"given":"Junwei","family":"Han","sequence":"first","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Dingwen","family":"Zhang","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Shifeng","family":"Wen","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Lei","family":"Guo","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Tianming","family":"Liu","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Xuelong","family":"Li","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]}],"member":"263","reference":[{"key":"ref39","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-642-39593-2_1"},{"key":"ref38","doi-asserted-by":"publisher","DOI":"10.1109\/TPAMI.2012.147"},{"key":"ref33","doi-asserted-by":"publisher","DOI":"10.1109\/TIP.2012.2210727"},{"key":"ref32","first-page":"194","article-title":"Computational modelling of visual attention","volume":"2","author":"itti","year":"2001","journal-title":"Neuroscience"},{"key":"ref31","article-title":"Learning high-level concepts by training a deep network on eye fixations","author":"shen","year":"2012","journal-title":"Proc NIPS Workshop on Deep Learning and Unsupervised Feature Learning"},{"key":"ref30","first-page":"241","article-title":"Predicting human gaze using low-level saliency combined with face detection","author":"cerf","year":"2008","journal-title":"Proc Conf Adv Neural Inform Process Syst"},{"key":"ref37","doi-asserted-by":"publisher","DOI":"10.1167\/9.3.5"},{"key":"ref36","doi-asserted-by":"publisher","DOI":"10.1167\/8.7.32"},{"key":"ref35","doi-asserted-by":"publisher","DOI":"10.1167\/9.12.15"},{"key":"ref34","doi-asserted-by":"publisher","DOI":"10.1167\/8.7.13"},{"key":"ref60","doi-asserted-by":"publisher","DOI":"10.1109\/TIP.2014.2328894"},{"key":"ref28","doi-asserted-by":"crossref","first-page":"353","DOI":"10.1109\/TPAMI.2010.70","article-title":"Learning to detect a salient object","volume":"33","author":"liu","year":"2011","journal-title":"IEEE Trans Pattern Anal Mach Intell"},{"key":"ref27","doi-asserted-by":"publisher","DOI":"10.1167\/11.3.9"},{"key":"ref29","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2012.6247706"},{"key":"ref2","doi-asserted-by":"publisher","DOI":"10.1109\/TCSVT.2005.859028"},{"key":"ref1","author":"william","year":"0","journal-title":"The Principles of Psychology"},{"key":"ref20","doi-asserted-by":"publisher","DOI":"10.1109\/TCSVT.2013.2242594"},{"key":"ref22","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2007.383267"},{"key":"ref21","first-page":"853","article-title":"A unified approach to salient object detection via low rank matrix recovery","author":"shen","year":"2012","journal-title":"Proc IEEE Conf Comp Vis Patt Recogn"},{"key":"ref24","doi-asserted-by":"crossref","first-page":"194","DOI":"10.1109\/TPAMI.2011.146","article-title":"Image signature: Highlighting sparse salient regions","volume":"34","author":"hou","year":"2012","journal-title":"IEEE Trans Pattern Anal Mach Intell"},{"key":"ref23","first-page":"1","article-title":"Spatio-temporal saliency detection using phase spectrum of quaternion Fourier transform","author":"guo","year":"2008","journal-title":"Proc IEEE Conf Comp Vis Patt Recogn"},{"key":"ref26","doi-asserted-by":"publisher","DOI":"10.1145\/2072298.2071952"},{"key":"ref25","first-page":"116","article-title":"Quaternion-based spectral saliency detection for eye fixation prediction","author":"schauerte","year":"2012","journal-title":"Proc Eur Conf Comput Vis"},{"key":"ref50","first-page":"1185","article-title":"Sparse feature learning for deep belief networks","author":"marc\u2019aurelio ranzato","year":"2007","journal-title":"Proc Conf Adv Neural Inform Process Syst"},{"key":"ref51","doi-asserted-by":"publisher","DOI":"10.1109\/TPAMI.2013.50"},{"key":"ref59","doi-asserted-by":"publisher","DOI":"10.1016\/j.ins.2013.02.018"},{"key":"ref58","doi-asserted-by":"publisher","DOI":"10.1007\/s11263-013-0678-0"},{"key":"ref57","doi-asserted-by":"publisher","DOI":"10.1007\/s11263-010-0354-6"},{"key":"ref56","doi-asserted-by":"publisher","DOI":"10.1109\/TPAMI.2012.277"},{"key":"ref55","first-page":"545","article-title":"Graph-based visual saliency","author":"harel","year":"2006","journal-title":"Proc Conf Adv Neural Inform Process Syst"},{"key":"ref54","doi-asserted-by":"publisher","DOI":"10.1109\/ICCV.2013.26"},{"key":"ref53","doi-asserted-by":"publisher","DOI":"10.1162\/neco.2006.18.7.1527"},{"key":"ref52","author":"rumelhart","year":"1988","journal-title":"Learning Representations by Back-propagating Errors"},{"key":"ref10","doi-asserted-by":"publisher","DOI":"10.1016\/j.isprsjprs.2013.12.011"},{"key":"ref11","doi-asserted-by":"publisher","DOI":"10.1016\/j.ins.2013.12.039"},{"key":"ref40","doi-asserted-by":"publisher","DOI":"10.1109\/TNNLS.2014.2336852"},{"key":"ref12","doi-asserted-by":"publisher","DOI":"10.1109\/TCYB.2014.2358647"},{"key":"ref13","doi-asserted-by":"publisher","DOI":"10.1016\/j.imavis.2011.11.007"},{"key":"ref14","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2012.6247711"},{"key":"ref15","doi-asserted-by":"publisher","DOI":"10.1109\/TPAMI.2011.272"},{"key":"ref16","doi-asserted-by":"publisher","DOI":"10.1109\/TCSVT.2014.2381471"},{"key":"ref17","doi-asserted-by":"publisher","DOI":"10.1109\/34.730558"},{"key":"ref18","doi-asserted-by":"publisher","DOI":"10.1109\/ICCV.2009.5459462"},{"key":"ref19","first-page":"681","article-title":"Dynamic visual attention: Searching for coding length increments","author":"hou","year":"2008","journal-title":"Proc Conf Adv Neural Inform Process Syst"},{"key":"ref4","first-page":"1","article-title":"Image visual attention computation and application via the learning of object attributes","volume":"25","author":"han","year":"2013","journal-title":"Mach Vis Appl"},{"key":"ref3","doi-asserted-by":"publisher","DOI":"10.1109\/TMM.2009.2030741"},{"key":"ref6","doi-asserted-by":"publisher","DOI":"10.1109\/TGRS.2014.2374218"},{"key":"ref5","doi-asserted-by":"publisher","DOI":"10.1109\/LGRS.2014.2358994"},{"key":"ref8","doi-asserted-by":"publisher","DOI":"10.1016\/j.patcog.2006.04.010"},{"key":"ref7","doi-asserted-by":"publisher","DOI":"10.1007\/s11263-014-0703-y"},{"key":"ref49","first-page":"3371","article-title":"Stacked denoising autoencoders: Learning useful representations in a deep network with a local denoising criterion","volume":"11","author":"vincent","year":"2010","journal-title":"J Mach Learn Res"},{"key":"ref9","doi-asserted-by":"publisher","DOI":"10.1016\/j.jvcir.2006.08.002"},{"key":"ref46","first-page":"346","article-title":"Spatial pyramid pooling in deep convolutional networks for visual recognition","author":"he","year":"2014","journal-title":"Proc Eur Conf Comput Vision"},{"key":"ref45","first-page":"1717","article-title":"Learning and transferring mid-level image representations using convolutional neural networks","author":"oquab","year":"2013","journal-title":"Proc IEEE Conf Comp Vis Patt Recogn"},{"key":"ref48","doi-asserted-by":"publisher","DOI":"10.1561\/2200000006"},{"key":"ref47","first-page":"3","article-title":"Autoencoders, minimum description length, and Helmholtz free energy","author":"hinton","year":"1994","journal-title":"Proc Conf Adv Neural Inform Process Syst"},{"key":"ref42","doi-asserted-by":"publisher","DOI":"10.1109\/TMM.2012.2234731"},{"key":"ref41","article-title":"OverFeat: Integrated recognition, localization and detection using convolutional networks","author":"sermanet","year":"2013","journal-title":"arXiv preprint arXiv 1312 6229"},{"key":"ref44","first-page":"164","article-title":"Deep learners benefit more from out-of-distribution examples","author":"bengio","year":"2011","journal-title":"Proc Worshop Artif Intell Stat"},{"key":"ref43","first-page":"17","article-title":"Deep learning of representations for unsupervised and transfer learning","volume":"27","author":"bengio","year":"2012","journal-title":"Proc JMLR Workshop Conf"}],"container-title":["IEEE Transactions on Cybernetics"],"original-title":[],"link":[{"URL":"http:\/\/xplorestaging.ieee.org\/ielx7\/6221036\/7381705\/07051244.pdf?arnumber=7051244","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2022,1,12]],"date-time":"2022-01-12T11:46:24Z","timestamp":1641987984000},"score":1,"resource":{"primary":{"URL":"https:\/\/ieeexplore.ieee.org\/document\/7051244\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2016,2]]},"references-count":60,"journal-issue":{"issue":"2"},"URL":"https:\/\/doi.org\/10.1109\/tcyb.2015.2404432","relation":{},"ISSN":["2168-2267","2168-2275"],"issn-type":[{"value":"2168-2267","type":"print"},{"value":"2168-2275","type":"electronic"}],"subject":[],"published":{"date-parts":[[2016,2]]}}}