{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,11,1]],"date-time":"2025-11-01T13:50:29Z","timestamp":1762005029830,"version":"3.37.3"},"reference-count":24,"publisher":"Wiley","license":[{"start":{"date-parts":[[2018,7,2]],"date-time":"2018-07-02T00:00:00Z","timestamp":1530489600000},"content-version":"unspecified","delay-in-days":0,"URL":"http:\/\/creativecommons.org\/licenses\/by\/4.0\/"}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":["International Journal of Biomedical Imaging"],"published-print":{"date-parts":[[2018,7,2]]},"abstract":"<jats:p>A new blind integrity verification method for medical image is proposed in this paper. It is based on a new kind of image features, known as Krawtchouk moments, which we use to distinguish the original images from the modified ones. Basically, with our scheme, image integrity verification is accomplished by classifying images into the original and modified categories. Experiments conducted on medical images issued from different modalities verified the validity of the proposed method and demonstrated that it can be used to detect and discriminate image modifications of different types with high accuracy. We also compared the performance of our scheme with a state-of-the-art solution suggested for medical images\u2014solution that is based on histogram statistical properties of reorganized block-based Tchebichef moments. Conducted tests proved the better behavior of our image feature set.<\/jats:p>","DOI":"10.1155\/2018\/2572431","type":"journal-article","created":{"date-parts":[[2018,7,2]],"date-time":"2018-07-02T19:52:27Z","timestamp":1530561147000},"page":"1-11","source":"Crossref","is-referenced-by-count":4,"title":["Medical Image Blind Integrity Verification with Krawtchouk Moments"],"prefix":"10.1155","volume":"2018","author":[{"ORCID":"https:\/\/orcid.org\/0000-0002-5596-9519","authenticated-orcid":true,"given":"Xu","family":"Zhang","sequence":"first","affiliation":[{"name":"Laboratory of Image Science and Technology, Southeast University, Nanjing 210096, China"}]},{"given":"Xilin","family":"Liu","sequence":"additional","affiliation":[{"name":"Laboratory of Image Science and Technology, Southeast University, Nanjing 210096, China"},{"name":"College of Data Science, Taiyuan University of Technology, Taiyuan 030024, China"}]},{"given":"Yang","family":"Chen","sequence":"additional","affiliation":[{"name":"Laboratory of Image Science and Technology, Southeast University, Nanjing 210096, China"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-3833-7915","authenticated-orcid":true,"given":"Huazhong","family":"Shu","sequence":"additional","affiliation":[{"name":"Laboratory of Image Science and Technology, Southeast University, Nanjing 210096, China"},{"name":"Centre de Recherche en Information Biom\u00e9dicale Sino-Fran\u00e7ais, Nanjing 210096, China"},{"name":"International Joint Research Laboratory of Information Display and Visualization, Southeast University, Ministry of Education, Nanjing 210096, China"}]}],"member":"311","reference":[{"key":"1","doi-asserted-by":"publisher","DOI":"10.1016\/j.jides.2015.10.003"},{"key":"2","doi-asserted-by":"publisher","DOI":"10.1002\/9780470918548"},{"key":"4","doi-asserted-by":"publisher","DOI":"10.1007\/s10278-008-9103-6"},{"key":"6","doi-asserted-by":"publisher","DOI":"10.1007\/s11042-016-3831-2"},{"volume-title":"Part 15: Security and System Management Profiles","year":"2004","key":"8"},{"key":"9","doi-asserted-by":"publisher","DOI":"10.1109\/TIP.2017.2682963"},{"key":"10","doi-asserted-by":"publisher","DOI":"10.1117\/1.JEI.23.2.023004"},{"key":"11","doi-asserted-by":"publisher","DOI":"10.1007\/s11042-014-2407-2"},{"key":"12","doi-asserted-by":"publisher","DOI":"10.1111\/1556-4029.13108"},{"key":"13","doi-asserted-by":"publisher","DOI":"10.1016\/j.ins.2015.03.009"},{"issue":"1","key":"14","volume":"2016","year":"2016","journal-title":"EURASIP Journal on Information Security"},{"volume":"2","journal-title":"Journal of Computers, Communications, and Control","first-page":"149","key":"16"},{"key":"17","doi-asserted-by":"publisher","DOI":"10.1109\/msecp.2003.1203220"},{"key":"18","doi-asserted-by":"publisher","DOI":"10.1016\/j.optlastec.2008.10.007"},{"key":"19","doi-asserted-by":"publisher","DOI":"10.1109\/TITB.2012.2207435"},{"key":"21","doi-asserted-by":"publisher","DOI":"10.1109\/TIP.2003.818019"},{"volume":"2016","journal-title":"Advances in Human Computer Interaction","year":"2016","key":"22"},{"key":"23","doi-asserted-by":"publisher","DOI":"10.1109\/TSP.2017.2652383"},{"key":"24","doi-asserted-by":"publisher","DOI":"10.1016\/j.ins.2006.05.002"},{"key":"25","doi-asserted-by":"publisher","DOI":"10.1016\/j.jvcir.2015.06.001"},{"key":"26","doi-asserted-by":"publisher","DOI":"10.1109\/TIT.2008.921684"},{"key":"27","doi-asserted-by":"publisher","DOI":"10.1109\/TCSVT.2002.803218"},{"key":"29","doi-asserted-by":"publisher","DOI":"10.1109\/42.816072"},{"key":"30","first-page":"975","volume":"5","year":"2004","journal-title":"Journal of Machine Learning Research (JMLR)"}],"container-title":["International Journal of Biomedical Imaging"],"original-title":[],"language":"en","link":[{"URL":"http:\/\/downloads.hindawi.com\/journals\/ijbi\/2018\/2572431.pdf","content-type":"application\/pdf","content-version":"vor","intended-application":"text-mining"},{"URL":"http:\/\/downloads.hindawi.com\/journals\/ijbi\/2018\/2572431.xml","content-type":"application\/xml","content-version":"vor","intended-application":"text-mining"},{"URL":"http:\/\/downloads.hindawi.com\/journals\/ijbi\/2018\/2572431.pdf","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2018,7,2]],"date-time":"2018-07-02T19:52:29Z","timestamp":1530561149000},"score":1,"resource":{"primary":{"URL":"https:\/\/www.hindawi.com\/journals\/ijbi\/2018\/2572431\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2018,7,2]]},"references-count":24,"alternative-id":["2572431","2572431"],"URL":"https:\/\/doi.org\/10.1155\/2018\/2572431","relation":{},"ISSN":["1687-4188","1687-4196"],"issn-type":[{"type":"print","value":"1687-4188"},{"type":"electronic","value":"1687-4196"}],"subject":[],"published":{"date-parts":[[2018,7,2]]}}}