{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,8,1]],"date-time":"2026-08-01T08:25:55Z","timestamp":1785572755338,"version":"3.56.0"},"reference-count":75,"publisher":"Institute of Electrical and Electronics Engineers (IEEE)","issue":"8","license":[{"start":{"date-parts":[[2015,8,1]],"date-time":"2015-08-01T00:00:00Z","timestamp":1438387200000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/ieeexplore.ieee.org\/Xplorehelp\/downloads\/license-information\/IEEE.html"}],"funder":[{"name":"Major State Basic Research Program","award":["2013CB329401"],"award-info":[{"award-number":["2013CB329401"]}]},{"DOI":"10.13039\/501100001809","name":"National Natural Science Foundation of China","doi-asserted-by":"publisher","award":["61375115"],"award-info":[{"award-number":["61375115"]}],"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":["91420105"],"award-info":[{"award-number":["91420105"]}],"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":["91120013"],"award-info":[{"award-number":["91120013"]}],"id":[{"id":"10.13039\/501100001809","id-type":"DOI","asserted-by":"publisher"}]},{"name":"111 Project of China","award":["B12027"],"award-info":[{"award-number":["B12027"]}]}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":["IEEE Trans. on Image Process."],"published-print":{"date-parts":[[2015,8]]},"DOI":"10.1109\/tip.2015.2425538","type":"journal-article","created":{"date-parts":[[2015,4,22]],"date-time":"2015-04-22T14:54:05Z","timestamp":1429714445000},"page":"2565-2578","source":"Crossref","is-referenced-by-count":88,"title":["Boundary Detection Using Double-Opponency and Spatial Sparseness Constraint"],"prefix":"10.1109","volume":"24","author":[{"given":"Kai-Fu","family":"Yang","sequence":"first","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Shao-Bing","family":"Gao","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Ce-Feng","family":"Guo","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Chao-Yi","family":"Li","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Yong-Jie","family":"Li","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]}],"member":"263","reference":[{"key":"ref73","doi-asserted-by":"publisher","DOI":"10.1152\/jn.00743.2004"},{"key":"ref72","doi-asserted-by":"publisher","DOI":"10.1093\/cercor\/bhu002"},{"key":"ref71","doi-asserted-by":"publisher","DOI":"10.1016\/j.visres.2008.03.006"},{"key":"ref70","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2012.6247729"},{"key":"ref74","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2013.276"},{"key":"ref39","doi-asserted-by":"publisher","DOI":"10.5244\/C.23.5"},{"key":"ref75","doi-asserted-by":"publisher","DOI":"10.1167\/12.13.8"},{"key":"ref38","doi-asserted-by":"publisher","DOI":"10.1109\/TIP.2014.2361210"},{"key":"ref33","doi-asserted-by":"publisher","DOI":"10.1109\/ICCV.1999.790346"},{"key":"ref32","first-page":"11.11","article-title":"Color vision mechanisms","volume":"3","author":"stockman","year":"2010","journal-title":"The Optical Society of America Handbook of Optics (Vision and Vision Optics)"},{"key":"ref31","doi-asserted-by":"publisher","DOI":"10.1038\/nrn2094"},{"key":"ref30","doi-asserted-by":"publisher","DOI":"10.1523\/JNEUROSCI.4348-10.2010"},{"key":"ref37","doi-asserted-by":"publisher","DOI":"10.1016\/j.neuroimage.2010.11.067"},{"key":"ref36","doi-asserted-by":"publisher","DOI":"10.1016\/j.patcog.2007.02.009"},{"key":"ref35","doi-asserted-by":"publisher","DOI":"10.1109\/TIP.2003.814250"},{"key":"ref34","doi-asserted-by":"publisher","DOI":"10.1023\/A:1011174803800"},{"key":"ref60","doi-asserted-by":"publisher","DOI":"10.1038\/nrn3136"},{"key":"ref62","doi-asserted-by":"publisher","DOI":"10.1371\/journal.pcbi.1003191"},{"key":"ref61","doi-asserted-by":"publisher","DOI":"10.1038\/381607a0"},{"key":"ref63","doi-asserted-by":"publisher","DOI":"10.1109\/TIP.2012.2235850"},{"key":"ref28","doi-asserted-by":"publisher","DOI":"10.1109\/CVPRW.2006.18"},{"key":"ref64","doi-asserted-by":"publisher","DOI":"10.1109\/TPAMI.2011.130"},{"key":"ref27","first-page":"829","article-title":"Connected contours: A new contour completion model that respects the closure effect","author":"ming","year":"2012","journal-title":"Proc IEEE CVPR"},{"key":"ref65","first-page":"1457","article-title":"Non-negative matrix factorization with sparseness constraints","volume":"5","author":"hoyer","year":"2004","journal-title":"J Mach Learn Res"},{"key":"ref66","doi-asserted-by":"publisher","DOI":"10.1017\/S0952523808080796"},{"key":"ref29","doi-asserted-by":"publisher","DOI":"10.1109\/CVPRW.2006.48"},{"key":"ref67","doi-asserted-by":"publisher","DOI":"10.1109\/ICCV.2001.937655"},{"key":"ref68","doi-asserted-by":"publisher","DOI":"10.1109\/34.730558"},{"key":"ref69","doi-asserted-by":"publisher","DOI":"10.1109\/TPAMI.2007.56"},{"key":"ref2","doi-asserted-by":"publisher","DOI":"10.1109\/TPAMI.2010.161"},{"key":"ref1","doi-asserted-by":"publisher","DOI":"10.1073\/pnas.1015666108"},{"key":"ref20","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2010.5539956"},{"key":"ref22","first-page":"593","article-title":"Discriminatively trained sparse code gradients for contour detection","author":"ren","year":"2012","journal-title":"Proc NIPS"},{"key":"ref21","first-page":"43","article-title":"Discriminative sparse image models for class-specific edge detection and image interpretation","author":"mairal","year":"2008","journal-title":"Proc ECCV"},{"key":"ref24","first-page":"1214","article-title":"Scale-invariant contour completion using conditional random fields","volume":"2","author":"ren","year":"2005","journal-title":"Proc 10th IEEE ICCV"},{"key":"ref23","doi-asserted-by":"publisher","DOI":"10.1109\/ICCV.2007.4408929"},{"key":"ref26","doi-asserted-by":"publisher","DOI":"10.1109\/TPAMI.2003.1190570"},{"key":"ref25","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2011.5995739"},{"key":"ref50","doi-asserted-by":"publisher","DOI":"10.1038\/nrn1138"},{"key":"ref51","doi-asserted-by":"publisher","DOI":"10.1016\/j.visres.2011.02.012"},{"key":"ref59","doi-asserted-by":"publisher","DOI":"10.1002\/cne.21060"},{"key":"ref58","first-page":"333","article-title":"Mechanisms of color vision","volume":"3","author":"lennie","year":"1987","journal-title":"Critical Reviews? in Neurobiology"},{"key":"ref57","doi-asserted-by":"crossref","first-page":"1115","DOI":"10.1152\/jn.1966.29.6.1115","article-title":"Spatial and chromatic interactions in the lateral geniculate body of the rhesus monkey","volume":"29","author":"wiesel","year":"1966","journal-title":"J Neurophysiol"},{"key":"ref56","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2013.362"},{"key":"ref55","doi-asserted-by":"publisher","DOI":"10.1038\/86061"},{"key":"ref54","doi-asserted-by":"publisher","DOI":"10.1109\/TPAMI.2015.2396053"},{"key":"ref53","doi-asserted-by":"publisher","DOI":"10.1109\/ICCV.2013.119"},{"key":"ref52","doi-asserted-by":"publisher","DOI":"10.1523\/JNEUROSCI.1404-08.2008"},{"key":"ref10","doi-asserted-by":"publisher","DOI":"10.1109\/ICCV.1990.139492"},{"key":"ref11","doi-asserted-by":"publisher","DOI":"10.1016\/0167-8655(87)90013-4"},{"key":"ref40","first-page":"516","article-title":"Efficient closed-form solution to generalized boundary detection","author":"leordeanu","year":"2012","journal-title":"Proc ECCV"},{"key":"ref12","doi-asserted-by":"publisher","DOI":"10.1109\/34.93808"},{"key":"ref13","doi-asserted-by":"publisher","DOI":"10.1109\/TPAMI.2004.1273918"},{"key":"ref14","doi-asserted-by":"publisher","DOI":"10.1146\/annurev.psych.59.103006.093619"},{"key":"ref15","doi-asserted-by":"publisher","DOI":"10.1109\/34.969118"},{"key":"ref16","doi-asserted-by":"publisher","DOI":"10.1109\/83.951532"},{"key":"ref17","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2008.4587420"},{"key":"ref18","first-page":"533","article-title":"Multi-scale improves boundary detection in natural images","author":"ren","year":"2008","journal-title":"Proc ECCV"},{"key":"ref19","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2006.298"},{"key":"ref4","doi-asserted-by":"publisher","DOI":"10.1098\/rspb.1980.0020"},{"key":"ref3","doi-asserted-by":"publisher","DOI":"10.1016\/j.imavis.2010.08.009"},{"key":"ref6","doi-asserted-by":"publisher","DOI":"10.1109\/TPAMI.1986.4767851"},{"key":"ref5","first-page":"1","article-title":"Image features from phase congruency","volume":"1","author":"kovesi","year":"1999","journal-title":"VIDERE J Comput Vis Res"},{"key":"ref8","doi-asserted-by":"publisher","DOI":"10.1016\/j.ins.2014.03.014"},{"key":"ref7","doi-asserted-by":"publisher","DOI":"10.1109\/TIP.2014.2321506"},{"key":"ref49","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-642-33715-4_23"},{"key":"ref9","doi-asserted-by":"publisher","DOI":"10.1109\/TIP.2014.2372615"},{"key":"ref46","doi-asserted-by":"publisher","DOI":"10.1155\/2007\/71828"},{"key":"ref45","doi-asserted-by":"publisher","DOI":"10.1007\/s004220050323"},{"key":"ref48","doi-asserted-by":"publisher","DOI":"10.1167\/8.4.4"},{"key":"ref47","doi-asserted-by":"publisher","DOI":"10.1007\/s00422-002-0378-2"},{"key":"ref42","doi-asserted-by":"publisher","DOI":"10.1109\/ICCV.2013.231"},{"key":"ref41","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2013.406"},{"key":"ref44","doi-asserted-by":"publisher","DOI":"10.1364\/JOSAA.7.000923"},{"key":"ref43","first-page":"799","article-title":"Crisp boundary detection using pointwise mutual information","author":"isola","year":"2014","journal-title":"Proc ECCV"}],"container-title":["IEEE Transactions on Image Processing"],"original-title":[],"link":[{"URL":"http:\/\/xplorestaging.ieee.org\/ielx7\/83\/7086144\/07091908.pdf?arnumber=7091908","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2022,1,12]],"date-time":"2022-01-12T11:51:21Z","timestamp":1641988281000},"score":1,"resource":{"primary":{"URL":"https:\/\/ieeexplore.ieee.org\/document\/7091908\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2015,8]]},"references-count":75,"journal-issue":{"issue":"8"},"URL":"https:\/\/doi.org\/10.1109\/tip.2015.2425538","relation":{},"ISSN":["1057-7149","1941-0042"],"issn-type":[{"value":"1057-7149","type":"print"},{"value":"1941-0042","type":"electronic"}],"subject":[],"published":{"date-parts":[[2015,8]]}}}