{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,10,13]],"date-time":"2025-10-13T09:12:27Z","timestamp":1760346747847,"version":"3.37.3"},"reference-count":21,"publisher":"Wiley","license":[{"start":{"date-parts":[[2018,11,19]],"date-time":"2018-11-19T00:00:00Z","timestamp":1542585600000},"content-version":"unspecified","delay-in-days":0,"URL":"http:\/\/creativecommons.org\/licenses\/by\/4.0\/"}],"funder":[{"DOI":"10.13039\/501100001809","name":"National Natural Science Foundation of China","doi-asserted-by":"publisher","award":["61602344","2017KJ091","17JCQNJC00100"],"award-info":[{"award-number":["61602344","2017KJ091","17JCQNJC00100"]}],"id":[{"id":"10.13039\/501100001809","id-type":"DOI","asserted-by":"publisher"}]},{"name":"Science & Technology Development Fund of Tianjin Education Commission for Higher Education","award":["61602344","2017KJ091","17JCQNJC00100"],"award-info":[{"award-number":["61602344","2017KJ091","17JCQNJC00100"]}]},{"DOI":"10.13039\/501100006606","name":"Natural Science Foundation of Tianjin City","doi-asserted-by":"publisher","award":["61602344","2017KJ091","17JCQNJC00100"],"award-info":[{"award-number":["61602344","2017KJ091","17JCQNJC00100"]}],"id":[{"id":"10.13039\/501100006606","id-type":"DOI","asserted-by":"publisher"}]}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":["Advances in Multimedia"],"published-print":{"date-parts":[[2018,11,19]]},"abstract":"<jats:p>Perceptual hashing technique for tamper detection has been intensively investigated owing to the speed and memory efficiency. Recent researches have shown that leveraging supervised information could lead to learn a high-quality hashing code. However, most existing methods generate hashing code by treating each region equally while ignoring the different perceptual saliency relating to the semantic information. We argue that the integrity for salient objects is more critical and important to be verified, since the semantic content is highly connected to them. In this paper, we propose a Multi-View Semi-supervised Hashing algorithm with Perceptual Saliency (MV-SHPS), which explores supervised information and multiple features into hashing learning simultaneously. Our method calculates the image hashing distance by taking into account the perceptual saliency rather than directly considering the distance value between total images. Extensive experiments on benchmark datasets have validated the effectiveness of our proposed method.<\/jats:p>","DOI":"10.1155\/2018\/4235268","type":"journal-article","created":{"date-parts":[[2018,11,19]],"date-time":"2018-11-19T18:31:36Z","timestamp":1542652296000},"page":"1-11","source":"Crossref","is-referenced-by-count":8,"title":["Image Hashing for Tamper Detection with Multiview Embedding and Perceptual Saliency"],"prefix":"10.1155","volume":"2018","author":[{"ORCID":"https:\/\/orcid.org\/0000-0001-7752-1814","authenticated-orcid":true,"given":"Ling","family":"Du","sequence":"first","affiliation":[{"name":"School of Computer Science and Software Engineering, Tianjin Key Laboratory of Optoelectronic Detection Technology and System, Tianjin Polytechnic University, Tianjin 300387, China"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-4372-0361","authenticated-orcid":true,"given":"Zhen","family":"Chen","sequence":"additional","affiliation":[{"name":"School of Computer Science and Software Engineering, Tianjin Key Laboratory of Optoelectronic Detection Technology and System, Tianjin Polytechnic University, Tianjin 300387, China"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Yongzhen","family":"Ke","sequence":"additional","affiliation":[{"name":"School of Computer Science and Software Engineering, Tianjin Key Laboratory of Optoelectronic Detection Technology and System, Tianjin Polytechnic University, Tianjin 300387, China"}],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"311","reference":[{"key":"3","doi-asserted-by":"publisher","DOI":"10.1109\/TIFS.2006.873601"},{"key":"4","doi-asserted-by":"publisher","DOI":"10.1016\/S0923-5965(02)00130-3"},{"key":"5","doi-asserted-by":"publisher","DOI":"10.1109\/TIFS.2016.2594136"},{"key":"6","doi-asserted-by":"publisher","DOI":"10.1109\/TIFS.2012.2190594"},{"key":"7","doi-asserted-by":"publisher","DOI":"10.1109\/TIP.2006.881948"},{"key":"9","doi-asserted-by":"publisher","DOI":"10.1109\/tifs.2007.902670"},{"key":"10","first-page":"1","volume":"2009","year":"2009","journal-title":"EURASIP Journal on Information Security"},{"key":"11","doi-asserted-by":"publisher","DOI":"10.1109\/tifs.2015.2485163"},{"key":"12","doi-asserted-by":"publisher","DOI":"10.1109\/TIFS.2015.2407698"},{"key":"13","doi-asserted-by":"publisher","DOI":"10.1016\/j.sigpro.2015.10.027"},{"key":"14","doi-asserted-by":"publisher","DOI":"10.1109\/TIFS.2013.2281219"},{"key":"15","doi-asserted-by":"publisher","DOI":"10.1109\/LSP.2015.2438008"},{"key":"16","doi-asserted-by":"publisher","DOI":"10.1117\/12.2083479"},{"key":"19","doi-asserted-by":"publisher","DOI":"10.2352\/ISSN.2470-1173.2018.07.MWSF-214"},{"key":"22","doi-asserted-by":"publisher","DOI":"10.1109\/LSP.2016.2641006"},{"key":"23","doi-asserted-by":"publisher","DOI":"10.1109\/TIFS.2012.2223680"},{"key":"24","doi-asserted-by":"publisher","DOI":"10.1007\/978-1-84800-191-6_1"},{"year":"2008","key":"25"},{"key":"26","doi-asserted-by":"publisher","DOI":"10.1109\/tpami.2012.48"},{"key":"27","doi-asserted-by":"publisher","DOI":"10.1109\/TPAMI.2016.2562626"},{"key":"28","doi-asserted-by":"publisher","DOI":"10.1109\/TIFS.2016.2636089"}],"container-title":["Advances in Multimedia"],"original-title":[],"language":"en","link":[{"URL":"http:\/\/downloads.hindawi.com\/journals\/am\/2018\/4235268.pdf","content-type":"application\/pdf","content-version":"vor","intended-application":"text-mining"},{"URL":"http:\/\/downloads.hindawi.com\/journals\/am\/2018\/4235268.xml","content-type":"application\/xml","content-version":"vor","intended-application":"text-mining"},{"URL":"http:\/\/downloads.hindawi.com\/journals\/am\/2018\/4235268.pdf","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2018,11,19]],"date-time":"2018-11-19T18:31:41Z","timestamp":1542652301000},"score":1,"resource":{"primary":{"URL":"https:\/\/www.hindawi.com\/journals\/am\/2018\/4235268\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2018,11,19]]},"references-count":21,"alternative-id":["4235268","4235268"],"URL":"https:\/\/doi.org\/10.1155\/2018\/4235268","relation":{},"ISSN":["1687-5680","1687-5699"],"issn-type":[{"type":"print","value":"1687-5680"},{"type":"electronic","value":"1687-5699"}],"subject":[],"published":{"date-parts":[[2018,11,19]]}}}