{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,4,4]],"date-time":"2026-04-04T17:35:40Z","timestamp":1775324140992,"version":"3.50.1"},"reference-count":43,"publisher":"Springer Science and Business Media LLC","issue":"8","license":[{"start":{"date-parts":[[2015,3,3]],"date-time":"2015-03-03T00:00:00Z","timestamp":1425340800000},"content-version":"tdm","delay-in-days":0,"URL":"http:\/\/www.springer.com\/tdm"}],"content-domain":{"domain":["link.springer.com"],"crossmark-restriction":false},"short-container-title":["Multimed Tools Appl"],"published-print":{"date-parts":[[2016,4]]},"DOI":"10.1007\/s11042-015-2496-6","type":"journal-article","created":{"date-parts":[[2015,3,2]],"date-time":"2015-03-02T06:09:30Z","timestamp":1425276570000},"page":"4639-4667","update-policy":"https:\/\/doi.org\/10.1007\/springer_crossmark_policy","source":"Crossref","is-referenced-by-count":85,"title":["Perceptual image hashing using center-symmetric local binary patterns"],"prefix":"10.1007","volume":"75","author":[{"given":"Reza","family":"Davarzani","sequence":"first","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Saeed","family":"Mozaffari","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Khashayar","family":"Yaghmaie","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"297","published-online":{"date-parts":[[2015,3,3]]},"reference":[{"key":"2496_CR1","doi-asserted-by":"crossref","first-page":"2037","DOI":"10.1109\/TPAMI.2006.244","volume":"28","author":"T Ahonen","year":"2006","unstructured":"Ahonen T, Hadid A, Pietikainen M (2006) Face description with local binary patterns: application to face recognition. IEEE Transa Pattern Anal Mach Intell 28:2037\u20132041","journal-title":"IEEE Transa Pattern Anal Mach Intell"},{"key":"2496_CR2","doi-asserted-by":"crossref","first-page":"226","DOI":"10.1016\/j.diin.2013.04.007","volume":"10","author":"GK Birajdar","year":"2013","unstructured":"Birajdar GK, Mankar VH (2013) Digital image forgery detection using passive techniques: a survey. Digit Investig 10:226\u2013245","journal-title":"Digit Investig"},{"key":"2496_CR3","doi-asserted-by":"crossref","first-page":"153","DOI":"10.1109\/76.905982","volume":"11","author":"L Ching-Yung","year":"2001","unstructured":"Ching-Yung L, Shih-Fu C (2001) A robust image authentication method distinguishing JPEG compression from malicious manipulation. IEEE Trans Circuits Syst Video Technol 11:153\u2013168","journal-title":"IEEE Trans Circuits Syst Video Technol"},{"key":"2496_CR4","unstructured":"Corel (2001) test set.[Online]. http:\/\/wang.ist.psu.edu\/~jwang\/test1.tar . Accessed 10 Feb 2013"},{"key":"2496_CR5","doi-asserted-by":"crossref","unstructured":"Cox I, Miller M, Bloom J, Fridrich J, Kalker T (2008) Digital Watermarking and Steganography, Morgan Kaufmann Publishers Inc","DOI":"10.1016\/B978-012372585-1.50015-2"},{"key":"2496_CR6","doi-asserted-by":"crossref","unstructured":"Davarzani R, Mozaffari S, Yaghmaie K (2015) Scale- and rotation-invariant texture description with improved local binary pattern features. Signal Processing,111: 274-293\u00a0","DOI":"10.1016\/j.sigpro.2014.11.005"},{"key":"2496_CR7","doi-asserted-by":"crossref","first-page":"61","DOI":"10.1016\/j.forsciint.2013.04.023","volume":"231","author":"R Davarzani","year":"2013","unstructured":"Davarzani R, Yaghmaie K, Mozaffari S, Tapak M (2013) Copy-move forgery detection using multiresolution local binary patterns. Forensic Sci Int 231:61\u201372","journal-title":"Forensic Sci Int"},{"key":"2496_CR8","doi-asserted-by":"crossref","unstructured":"De Roover C, De Vleeschouwer C, Lefebvre F, Macq B (2005) Robust image hashing based on radial variance of pixels, in: Image Processing, 2005. ICIP 2005. IEEE International Conference on, pp. III-77-80","DOI":"10.1109\/ICIP.2005.1530332"},{"key":"2496_CR9","doi-asserted-by":"crossref","first-page":"16","DOI":"10.1109\/MSP.2008.931079","volume":"2","author":"H Farid","year":"2009","unstructured":"Farid H (2009) A survey of image forgery detection. IEEE Signal Process Mag 2:16\u201325","journal-title":"IEEE Signal Process Mag"},{"key":"2496_CR10","doi-asserted-by":"crossref","unstructured":"Fridrich J, Goljan M (2000) Robust hash functions for digital watermarking, in: Information Technology: Coding and Computing, 2000. Proceedings. International Conference on, pp. 178\u2013183","DOI":"10.1109\/ITCC.2000.844203"},{"key":"2496_CR11","doi-asserted-by":"crossref","unstructured":"Guo X, Hatzinakos D (2007) Content Based Image Hashing Via Wavelet and Radon Transform, in: H.S. Ip, O. Au, H. Leung, M.-T. Sun, W.-Y. Ma, S.-M. Hu (Eds.) Advances in Multimedia Information Processing \u2013 PCM 2007, Springer Berlin Heidelberg, pp. 755\u2013764","DOI":"10.1007\/978-3-540-77255-2_91"},{"key":"2496_CR12","doi-asserted-by":"crossref","unstructured":"Guo Z, Zhang D (2010) A completed modeling of local binary pattern operator for texture classification. IEEE Trans Image Proc 19:1657\u20131663","DOI":"10.1109\/TIP.2010.2044957"},{"key":"2496_CR13","doi-asserted-by":"crossref","first-page":"1465","DOI":"10.1109\/TIP.2011.2175739","volume":"21","author":"Z Guoying","year":"2012","unstructured":"Guoying Z, Ahonen T, Matas J, Pietikainen M (2012) Rotation-invariant image and video description with local binary pattern features. IEEE Trans Image Proc 21:1465\u20131477","journal-title":"IEEE Trans Image Proc"},{"key":"2496_CR14","doi-asserted-by":"crossref","first-page":"1","DOI":"10.1007\/s11042-007-0154-3","volume":"39","author":"A Haouzia","year":"2008","unstructured":"Haouzia A, Noumeir R (2008) Methods for image authentication: a survey. Multimed Tools Appl 39:1\u201346","journal-title":"Multimed Tools Appl"},{"key":"2496_CR15","doi-asserted-by":"crossref","first-page":"657","DOI":"10.1109\/TPAMI.2006.68","volume":"28","author":"M Heikkila","year":"2006","unstructured":"Heikkila M, Pietikainen M (2006) A texture-based method for modeling the background and detecting moving objects. IEEE Trans Pattern Anal Mach Intell 28:657\u2013662","journal-title":"IEEE Trans Pattern Anal Mach Intell"},{"key":"2496_CR16","doi-asserted-by":"crossref","first-page":"425","DOI":"10.1016\/j.patcog.2008.08.014","volume":"42","author":"M Heikkil\u00e4","year":"2009","unstructured":"Heikkil\u00e4 M, Pietik\u00e4inen M, Schmid C (2009) Description of interest regions with local binary patterns. Pattern Recogn 42:425\u2013436","journal-title":"Pattern Recogn"},{"key":"2496_CR17","doi-asserted-by":"crossref","unstructured":"Kozat SS, Venkatesan R, Mihcak MK (2004) Robust perceptual image hashing via matrix invariants, in: Image Processing, 2004. ICIP \u201904. 2004 International Conference on, pp. 3443\u20133446 Vol. 3445","DOI":"10.1109\/ICIP.2004.1421855"},{"key":"2496_CR18","unstructured":"Lefbvre F, Macq B, Legat J D, (2002) RASH: RAdon Soft Hash algorithm"},{"key":"2496_CR19","doi-asserted-by":"crossref","first-page":"280","DOI":"10.1016\/j.image.2011.04.007","volume":"26","author":"Y Lei","year":"2011","unstructured":"Lei Y, Wang Y, Huang J (2011) Robust image hash in Radon transform domain for authentication. Signal Processing Image Commun 26:280\u2013288","journal-title":"Signal Processing Image Commun"},{"key":"2496_CR20","first-page":"412","volume":"8","author":"W Liu","year":"2011","unstructured":"Liu W, Wang Y, Li S (2011) LBP feature extraction for facial expression recognition. J Inf Compu Sci 8:412\u2013421","journal-title":"J Inf Compu Sci"},{"key":"2496_CR21","unstructured":"Monga V (2005) Perceptually based methods for robust image hashing (Ph.D. thesis), in: Electrical and Computer Engineering, Electrical and Computer Engineering, The University of Texas at Austin, Austin (Texas), pp. 120"},{"key":"2496_CR22","doi-asserted-by":"crossref","first-page":"376","DOI":"10.1109\/TIFS.2007.902670","volume":"2","author":"V Monga","year":"2007","unstructured":"Monga V, Mihcak MK (2007) Robust and secure image hashing via Non-negative matrix factorizations. IEEE Trans Inf Forensics and Secur 2:376\u2013390","journal-title":"IEEE Trans Inf Forensics and Secur"},{"key":"2496_CR23","doi-asserted-by":"crossref","unstructured":"Monga V, Vats D, Evans B.L (2005) Image Authentication Under Geometric Attacks Via Structure Matching, in: Multimedia and Expo, 2005. ICME 2005. IEEE International Conference on, pp. 229\u2013232","DOI":"10.1109\/ICME.2005.1521402"},{"key":"2496_CR24","doi-asserted-by":"crossref","unstructured":"Monga V, x, x00E, M.K. ak, Robust and Secure Image Hashing via Non-Negative Matrix Factorizations, Information Forensics and Security, IEEE Transactions on, 2 (2007) 376\u2013390.","DOI":"10.1109\/TIFS.2007.902670"},{"key":"2496_CR25","unstructured":"Ng T T, Chang S F, Hsu Y F, Pepeljugoski M (2005) Columbia Photographic Images and Photorealistic Computer Graphics Dataset, in: ADVENT Technical Report, #203-2004-3, Columbia University"},{"key":"2496_CR26","doi-asserted-by":"crossref","first-page":"51","DOI":"10.1016\/0031-3203(95)00067-4","volume":"29","author":"T Ojala","year":"1996","unstructured":"Ojala T, Pietik\u00e4inen M, Harwood D (1996) A comparative study of texture measures with classification based on featured distributions. Pattern Recogn 29:51\u201359","journal-title":"Pattern Recogn"},{"key":"2496_CR27","doi-asserted-by":"crossref","first-page":"971","DOI":"10.1109\/TPAMI.2002.1017623","volume":"24","author":"T Ojala","year":"2002","unstructured":"Ojala T, Pietik\u00e4inen M, M\u00e4enp\u00e4\u00e4 T (2002) Multiresolution gray-scale and rotation invariant texture classification with local binary patterns. IEEE Trans Pattern Anal Mach Intell 24:971\u2013987","journal-title":"IEEE Trans Pattern Anal Mach Intell"},{"key":"2496_CR28","doi-asserted-by":"crossref","unstructured":"Pietik\u00e4inen M, Hadid A, Zhao G, Ahonen T (2011) Computer Vision Using Local Binary Patterns, in: Computer Vision Using Local Binary Patterns, Springer London, pp. E1-E2","DOI":"10.1007\/978-0-85729-748-8_14"},{"key":"2496_CR29","doi-asserted-by":"crossref","first-page":"578","DOI":"10.1016\/j.dsp.2012.11.002","volume":"23","author":"C Qin","year":"2013","unstructured":"Qin C, Chang C-C, Tsou P-L (2013) Robust image hashing using non-uniform sampling in discrete fourier domain. Digital Signal Process 23:578\u2013585","journal-title":"Digital Signal Process"},{"key":"2496_CR30","doi-asserted-by":"crossref","unstructured":"Rivest R (1992) The MD5 Message-Digest Algorithm, RFC Editor","DOI":"10.17487\/rfc1321"},{"key":"2496_CR31","doi-asserted-by":"crossref","unstructured":"Roy S, Sun Q (2007) Robust Hash for Detecting and Localizing Image Tampering, in: Image Processing, 2007. ICIP 2007. IEEE International Conference on, pp. VI - 117-VI - 120.","DOI":"10.1109\/ICIP.2007.4379535"},{"key":"2496_CR32","doi-asserted-by":"crossref","first-page":"803","DOI":"10.1016\/j.imavis.2008.08.005","volume":"27","author":"C Shan","year":"2009","unstructured":"Shan C, Gong S, McOwan PW (2009) Facial expression recognition based on local binary patterns: a comprehensive study. Image Vis Comput 27:803\u2013816","journal-title":"Image Vis Comput"},{"key":"2496_CR33","doi-asserted-by":"crossref","first-page":"323","DOI":"10.1007\/s11741-007-0401-2","volume":"11","author":"W Shuo-zhong","year":"2007","unstructured":"Shuo-zhong W, Xin-peng Z (2007) Recent development of perceptual image hashing. J of Shanghai Univ 11:323\u2013331","journal-title":"J of Shanghai Univ"},{"key":"2496_CR34","doi-asserted-by":"crossref","unstructured":"Stamm MC, Wu M, Liu KJR (2013) Information forensics: an overview of the first decade. Access, IEEE 1:167\u2013200","DOI":"10.1109\/ACCESS.2013.2260814"},{"key":"2496_CR35","doi-asserted-by":"crossref","first-page":"1651","DOI":"10.1007\/s11042-012-1188-8","volume":"70","author":"R Sun","year":"2014","unstructured":"Sun R, Zeng W (2014) Secure and robust image hashing via compressive sensing. Multimed Tools Appl 70:1651\u20131665","journal-title":"Multimed Tools Appl"},{"key":"2496_CR36","doi-asserted-by":"crossref","unstructured":"Swaminathan A, Mao Y, Wu M (2006) Robust and secure image hashing. IEEE Trans Inf Forensics Secur 1:215\u2013230","DOI":"10.1109\/TIFS.2006.873601"},{"key":"2496_CR37","doi-asserted-by":"crossref","first-page":"325","DOI":"10.1007\/s11042-009-0437-y","volume":"52","author":"Z Tang","year":"2011","unstructured":"Tang Z, Wang S, Zhang X, Wei W, Zhao Y (2011) Lexicographical framework for image hashing with implementation based on DCT and NMF. Multimed Tools Appl 52:325\u2013345","journal-title":"Multimed Tools Appl"},{"key":"2496_CR38","doi-asserted-by":"crossref","unstructured":"Venkatesan R, Koon SM, Jakubowski MH, Moulin P (2000) Robust image hashing, in: Image Processing, 2000. Proceedings. 2000 International Conference on, pp. 664\u2013666 vol.663.","DOI":"10.1109\/ICIP.2000.899541"},{"key":"2496_CR39","unstructured":"Li W (2012) Perceptual Multimedia Hashing (Ph.D. thesis), in: Department of Electrical Engineering (ESAT), Department of Electrical Engineering (ESAT), Katholieke Universiteit Leuven, Heverlee (Belgium) pp. 208"},{"key":"2496_CR40","doi-asserted-by":"crossref","unstructured":"Wu M, Mao Y, Swaminathan A (2007) A Signal Processing and Randomization Perspective of Robust and Secure Image Hashing, in: Statistical Signal Processing, 2007. SSP \u201907. IEEE\/SP 14th Workshop on, pp. 166\u2013170","DOI":"10.1109\/SSP.2007.4301240"},{"key":"2496_CR41","unstructured":"Lv X, Wang ZJ (2008) Fast Johnson-Lindenstrauss Transform for robust and secure image hashing, in: Multimedia Signal Processing, 2008 I.E. 10th Workshop on, pp. 725\u2013729"},{"key":"2496_CR42","doi-asserted-by":"crossref","unstructured":"Lv X, Wang ZJ (2012) Perceptual image hashing based on shape contexts and local feature points. IEEE Trans Inf Forensics Secur 7:1081\u20131093","DOI":"10.1109\/TIFS.2012.2190594"},{"key":"2496_CR43","doi-asserted-by":"crossref","unstructured":"Li Z, Liu G, Yang Y, You J (2012) Scale- and rotation-invariant local binary pattern using scale-adaptive texton and subuniform-based circular shift. IEEE Trans Image Proc 21:2130\u20132140","DOI":"10.1109\/TIP.2011.2173697"}],"container-title":["Multimedia Tools and Applications"],"original-title":[],"language":"en","link":[{"URL":"http:\/\/link.springer.com\/content\/pdf\/10.1007\/s11042-015-2496-6.pdf","content-type":"application\/pdf","content-version":"vor","intended-application":"text-mining"},{"URL":"http:\/\/link.springer.com\/article\/10.1007\/s11042-015-2496-6\/fulltext.html","content-type":"text\/html","content-version":"vor","intended-application":"text-mining"},{"URL":"http:\/\/link.springer.com\/content\/pdf\/10.1007\/s11042-015-2496-6","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2019,8,21]],"date-time":"2019-08-21T12:28:35Z","timestamp":1566390515000},"score":1,"resource":{"primary":{"URL":"http:\/\/link.springer.com\/10.1007\/s11042-015-2496-6"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2015,3,3]]},"references-count":43,"journal-issue":{"issue":"8","published-print":{"date-parts":[[2016,4]]}},"alternative-id":["2496"],"URL":"https:\/\/doi.org\/10.1007\/s11042-015-2496-6","relation":{},"ISSN":["1380-7501","1573-7721"],"issn-type":[{"value":"1380-7501","type":"print"},{"value":"1573-7721","type":"electronic"}],"subject":[],"published":{"date-parts":[[2015,3,3]]}}}