{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,2,21]],"date-time":"2025-02-21T14:35:39Z","timestamp":1740148539773,"version":"3.37.3"},"reference-count":19,"publisher":"Wiley","license":[{"start":{"date-parts":[[2020,2,10]],"date-time":"2020-02-10T00:00:00Z","timestamp":1581292800000},"content-version":"unspecified","delay-in-days":0,"URL":"http:\/\/creativecommons.org\/licenses\/by\/4.0\/"}],"funder":[{"name":"Hubei Innovation Group","award":["2018CFA006","61331016","41371342","2016YFC0803000"],"award-info":[{"award-number":["2018CFA006","61331016","41371342","2016YFC0803000"]}]},{"DOI":"10.13039\/501100001809","name":"National Natural Science Foundation of China","doi-asserted-by":"publisher","award":["2018CFA006","61331016","41371342","2016YFC0803000"],"award-info":[{"award-number":["2018CFA006","61331016","41371342","2016YFC0803000"]}],"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":["2018CFA006","61331016","41371342","2016YFC0803000"],"award-info":[{"award-number":["2018CFA006","61331016","41371342","2016YFC0803000"]}],"id":[{"id":"10.13039\/501100001809","id-type":"DOI","asserted-by":"publisher"}]},{"DOI":"10.13039\/501100012166","name":"National Key Research and Development Program of China","doi-asserted-by":"crossref","award":["2018CFA006","61331016","41371342","2016YFC0803000"],"award-info":[{"award-number":["2018CFA006","61331016","41371342","2016YFC0803000"]}],"id":[{"id":"10.13039\/501100012166","id-type":"DOI","asserted-by":"crossref"}]}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":["Journal of Sensors"],"published-print":{"date-parts":[[2020,2,10]]},"abstract":"<jats:p>In recent years, methods based on neural network have achieved excellent performance for image segmentation. However, segmentation around the edge area is still unsatisfactory when dealing with complex boundaries. This paper proposes an edge prior semantic segmentation architecture based on Bayesian framework. The entire framework is composed of three network structures, a likelihood network and an edge prior network at the front, followed by a constraint network. The likelihood network produces a rough segmentation result, which is later optimized by edge prior information, including the edge map and the edge distance. For the constraint network, the modified domain transform method is proposed, in which the diffusion direction is revised through the newly defined distance map and some added constraint conditions. Experiments about the proposed approach and several contrastive methods show that our proposed method had good performance and outperformed FCN in terms of average accuracy for 0.0209 on ESAR data set.<\/jats:p>","DOI":"10.1155\/2020\/6854260","type":"journal-article","created":{"date-parts":[[2020,2,10]],"date-time":"2020-02-10T18:32:18Z","timestamp":1581359538000},"page":"1-11","source":"Crossref","is-referenced-by-count":2,"title":["Edge Prior Multilayer Segmentation Network Based on Bayesian Framework"],"prefix":"10.1155","volume":"2020","author":[{"ORCID":"https:\/\/orcid.org\/0000-0003-3662-5769","authenticated-orcid":true,"given":"Chu","family":"He","sequence":"first","affiliation":[{"name":"Electronic and Information School, Wuhan University, Wuhan, 430072, China"},{"name":"State Key Laboratory for Information Engineering in Surveying, Mapping and Remote Sensing, Wuhan University, Wuhan, 430079, China"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Zishan","family":"Shi","sequence":"additional","affiliation":[{"name":"Electronic and Information School, Wuhan University, Wuhan, 430072, China"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Peizhang","family":"Fang","sequence":"additional","affiliation":[{"name":"Electronic and Information School, Wuhan University, Wuhan, 430072, China"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Dehui","family":"Xiong","sequence":"additional","affiliation":[{"name":"Electronic and Information School, Wuhan University, Wuhan, 430072, China"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Bokun","family":"He","sequence":"additional","affiliation":[{"name":"Electronic and Information School, Wuhan University, Wuhan, 430072, China"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Mingsheng","family":"Liao","sequence":"additional","affiliation":[{"name":"State Key Laboratory for Information Engineering in Surveying, Mapping and Remote Sensing, Wuhan University, Wuhan, 430079, China"},{"name":"Collaborative Innovation Center for Geospatial Technology, 129 Luoyu Road, Wuhan 430079, China"}],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"311","reference":[{"key":"2","first-page":"89","volume":"2","year":"2013","journal-title":"International Journal of Emerging Trends and Technology in Computer Science"},{"issue":"4","key":"3","first-page":"1394","volume":"7","year":"2013","journal-title":"IEEE Journal of selected topics in applied Earth Observations and Remote Sensing"},{"key":"4","doi-asserted-by":"publisher","DOI":"10.1109\/LGRS.2011.2174611"},{"key":"7","doi-asserted-by":"publisher","DOI":"10.1109\/TGRS.2012.2236338"},{"key":"8","doi-asserted-by":"publisher","DOI":"10.3390\/rs10060906"},{"key":"9","doi-asserted-by":"publisher","DOI":"10.1109\/TGRS.2015.2413905"},{"issue":"1","key":"11","first-page":"26","volume":"75","year":"1986","journal-title":"Optik"},{"key":"12","doi-asserted-by":"publisher","DOI":"10.3390\/rs9060570"},{"key":"13","doi-asserted-by":"publisher","DOI":"10.3390\/rs10101592"},{"key":"17","doi-asserted-by":"publisher","DOI":"10.3390\/ijgi7030110"},{"key":"18","doi-asserted-by":"publisher","DOI":"10.3390\/s18103232"},{"key":"20","doi-asserted-by":"publisher","DOI":"10.1145\/2010324.1964964"},{"key":"23","doi-asserted-by":"publisher","DOI":"10.5201\/ipol.2012.gjmr-lsd"},{"key":"24","doi-asserted-by":"publisher","DOI":"10.1109\/36.673672"},{"key":"25","doi-asserted-by":"publisher","DOI":"10.1155\/2016\/5328130"},{"key":"26","doi-asserted-by":"publisher","DOI":"10.1109\/83.568922"},{"key":"28","doi-asserted-by":"publisher","DOI":"10.1016\/j.isprsjprs.2017.11.009"},{"key":"30","doi-asserted-by":"publisher","DOI":"10.3390\/rs10111837"},{"key":"31","doi-asserted-by":"publisher","DOI":"10.1109\/LGRS.2010.2089427"}],"container-title":["Journal of Sensors"],"original-title":[],"language":"en","link":[{"URL":"http:\/\/downloads.hindawi.com\/journals\/js\/2020\/6854260.pdf","content-type":"application\/pdf","content-version":"vor","intended-application":"text-mining"},{"URL":"http:\/\/downloads.hindawi.com\/journals\/js\/2020\/6854260.xml","content-type":"application\/xml","content-version":"vor","intended-application":"text-mining"},{"URL":"http:\/\/downloads.hindawi.com\/journals\/js\/2020\/6854260.pdf","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2020,2,10]],"date-time":"2020-02-10T18:32:25Z","timestamp":1581359545000},"score":1,"resource":{"primary":{"URL":"https:\/\/www.hindawi.com\/journals\/js\/2020\/6854260\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2020,2,10]]},"references-count":19,"alternative-id":["6854260","6854260"],"URL":"https:\/\/doi.org\/10.1155\/2020\/6854260","relation":{},"ISSN":["1687-725X","1687-7268"],"issn-type":[{"type":"print","value":"1687-725X"},{"type":"electronic","value":"1687-7268"}],"subject":[],"published":{"date-parts":[[2020,2,10]]}}}