{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,10,11]],"date-time":"2025-10-11T07:46:53Z","timestamp":1760168813228,"version":"3.40.4"},"reference-count":38,"publisher":"Springer Science and Business Media LLC","issue":"12","license":[{"start":{"date-parts":[[2012,12,4]],"date-time":"2012-12-04T00:00:00Z","timestamp":1354579200000},"content-version":"tdm","delay-in-days":0,"URL":"http:\/\/www.springer.com\/tdm"}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":["Vis Comput"],"published-print":{"date-parts":[[2013,12]]},"DOI":"10.1007\/s00371-012-0766-0","type":"journal-article","created":{"date-parts":[[2012,12,3]],"date-time":"2012-12-03T19:38:08Z","timestamp":1354563488000},"page":"1245-1257","source":"Crossref","is-referenced-by-count":7,"title":["Matrix based cyclic spectral estimator for fast and robust texture classification"],"prefix":"10.1007","volume":"29","author":[{"given":"Sadid","family":"Sahami","sequence":"first","affiliation":[]},{"given":"Mehdi","family":"Chehel Amirani","sequence":"additional","affiliation":[]}],"member":"297","published-online":{"date-parts":[[2012,12,4]]},"reference":[{"key":"766_CR1","doi-asserted-by":"crossref","unstructured":"Abadi, M., Grandchamp, E.: Legendre spectrum for texture classification. IEEE (2006)","DOI":"10.1109\/ICOSP.2006.345588"},{"key":"766_CR2","doi-asserted-by":"crossref","first-page":"236","DOI":"10.1109\/TIP.2010.2060345","volume":"20","author":"N. Abbadeni","year":"2011","unstructured":"Abbadeni, N.: Computational perceptual features for texture representation and retrieval. IEEE Trans. Image Process. 20, 236\u2013246 (2011)","journal-title":"IEEE Trans. Image Process."},{"key":"766_CR3","doi-asserted-by":"crossref","unstructured":"Al Nadi, D.A., Mansour, A.M.: Independent component analysis (ICA) for texture classification, pp. 1\u20135. IEEE (2008)","DOI":"10.1109\/SSD.2008.4632793"},{"key":"766_CR4","first-page":"47","volume":"17","author":"F.S. Alfonso","year":"2005","unstructured":"Alfonso, F.S., Jorge, R.R., Luis Angel, R.F.: Use of Gabor filters for texture classification of digital images. F\u00eds. Tierra 17, 47\u201356 (2005)","journal-title":"F\u00eds. Tierra"},{"issue":"2\u20133","key":"766_CR5","doi-asserted-by":"crossref","first-page":"245","DOI":"10.3233\/FI-2009-149","volume":"95","author":"M. Chehel Amirani","year":"2009","unstructured":"Chehel Amirani, M., Beheshti Shirazi, A.A.: Evaluation of the texture analysis using spectral correlation function. Fundam. Inform. 95(2\u20133), 245\u2013262 (2009)","journal-title":"Fundam. Inform."},{"issue":"6","key":"766_CR6","doi-asserted-by":"crossref","first-page":"1217","DOI":"10.1109\/TPAMI.2010.195","volume":"33","author":"Q. Cheng","year":"2011","unstructured":"Cheng, Q., Zhou, H., Cheng, J.: The Fisher\u2013Markov selector: fast selecting maximally separable feature subset for multiclass classification with applications to high-dimensional data. IEEE Trans. Pattern Anal. Mach. Intell. 33(6), 1217\u20131233 (2011)","journal-title":"IEEE Trans. Pattern Anal. Mach. Intell."},{"key":"766_CR7","unstructured":"Coggins, J.M.: A framework for texture analysis based on spatial filtering. Ph.D. thesis, East, Lansing, MI, USA (1983). AAI8315444"},{"key":"766_CR8","doi-asserted-by":"crossref","first-page":"247","DOI":"10.1109\/LSP.2011.2111369","volume":"18","author":"Y. Dong","year":"2011","unstructured":"Dong, Y., Ma, J.: Wavelet-based image texture classification using local energy histograms. IEEE Signal Process. Lett. 18, 247\u2013250 (2011)","journal-title":"IEEE Signal Process. Lett."},{"key":"766_CR9","doi-asserted-by":"crossref","unstructured":"Fu, X., Wei, W.: Centralized binary patterns embedded with image Euclidean distance for facial expression recognition (2008)","DOI":"10.1109\/ICNC.2008.94"},{"key":"766_CR10","volume-title":"Statistical Spectral Analysis: A Nonprobabilistic Theory","author":"W.A. Gardner","year":"1986","unstructured":"Gardner, W.A.: Statistical Spectral Analysis: A Nonprobabilistic Theory. Prentice-Hall, Upper Saddle River (1986)"},{"issue":"8","key":"766_CR11","doi-asserted-by":"crossref","first-page":"897","DOI":"10.1109\/26.3769","volume":"36","author":"W. Gardner","year":"1988","unstructured":"Gardner, W.: Signal interception: a unifying theoretical framework for feature detection. IEEE Trans. Commun. 36(8), 897\u2013906 (1988)","journal-title":"IEEE Trans. Commun."},{"issue":"2","key":"766_CR12","doi-asserted-by":"crossref","first-page":"14","DOI":"10.1109\/79.81007","volume":"8","author":"W. Gardner","year":"1991","unstructured":"Gardner, W.: Exploitation of spectral redundancy in cyclostationary signals. IEEE Signal Process. Mag. 8(2), 14\u201336 (1991)","journal-title":"IEEE Signal Process. Mag."},{"key":"766_CR13","doi-asserted-by":"crossref","first-page":"1657","DOI":"10.1109\/TIP.2010.2044957","volume":"19","author":"Z. Guo","year":"2010","unstructured":"Guo, Z., Zhang, L., Zhang, D.: A completed modeling of local binary pattern operator for texture classification. IEEE Trans. Image Process. 19, 1657\u20131663 (2010)","journal-title":"IEEE Trans. Image Process."},{"key":"766_CR14","doi-asserted-by":"crossref","first-page":"610","DOI":"10.1109\/TSMC.1973.4309314","volume":"3","author":"R.M. Haralick","year":"1973","unstructured":"Haralick, R.M., Shanmugam, K., Dinstein, I.: Textural features for image classification. IEEE Trans. Syst. Man Cybern. 3, 610\u2013621 (1973)","journal-title":"IEEE Trans. Syst. Man Cybern."},{"issue":"3","key":"766_CR15","doi-asserted-by":"crossref","first-page":"425","DOI":"10.1016\/j.patcog.2008.08.014","volume":"42","author":"M. Heikkil","year":"2009","unstructured":"Heikkil, M., Pietikinen, M., Schmid, C.: Description of interest regions with local binary patterns. Pattern Recognit. 42(3), 425\u2013436 (2009)","journal-title":"Pattern Recognit."},{"key":"766_CR16","unstructured":"Iakovidis, D.K., Keramidas, E.G., Maroulis, D.: Fuzzy local binary patterns for ultrasound texture characterization (2008)"},{"key":"766_CR17","doi-asserted-by":"crossref","first-page":"2866","DOI":"10.1109\/TIP.2006.877529","volume":"15","author":"C. Kervrann","year":"2006","unstructured":"Kervrann, C., Boulanger, J.: Optimal spatial adaptation for patch-based image denoising. IEEE Trans. Image Process. 15, 2866\u20132878 (2006)","journal-title":"IEEE Trans. Image Process."},{"key":"766_CR18","doi-asserted-by":"crossref","first-page":"3270","DOI":"10.1109\/TIP.2011.2143422","volume":"20","author":"F.M. Khellah","year":"2011","unstructured":"Khellah, F.M.: Texture classification using dominant neighborhood structure. IEEE Trans. Image Process. 20, 3270\u20133279 (2011)","journal-title":"IEEE Trans. Image Process."},{"key":"766_CR19","doi-asserted-by":"crossref","first-page":"2063","DOI":"10.1109\/TIP.2011.2108663","volume":"20","author":"R. Kwitt","year":"2011","unstructured":"Kwitt, R., Meerwald, P., Uhl, A.: Efficient texture image retrieval using copulas in a Bayesian framework. IEEE Trans. Image Process. 20, 2063\u20132077 (2011)","journal-title":"IEEE Trans. Image Process."},{"issue":"3","key":"766_CR20","doi-asserted-by":"crossref","first-page":"308","DOI":"10.1109\/LSP.2009.2036653","volume":"17","author":"X. Li","year":"2010","unstructured":"Li, X., Hu, W., Zhang, Z., Wang, H.: Heat kernel based local binary pattern for face representation. IEEE Signal Process. Lett. 17(3), 308\u2013311 (2010)","journal-title":"IEEE Signal Process. Lett."},{"issue":"5","key":"766_CR21","doi-asserted-by":"crossref","first-page":"1107","DOI":"10.1109\/TIP.2009.2015682","volume":"18","author":"S. Liao","year":"2009","unstructured":"Liao, S., Law, M.W., Chung, A.C.: Dominant local binary patterns for texture classification. IEEE Trans. Image Process. 18(5), 1107\u20131118 (2009)","journal-title":"IEEE Trans. Image Process."},{"issue":"6\u20138","key":"766_CR22","doi-asserted-by":"crossref","first-page":"915","DOI":"10.1007\/s00371-010-0455-9","volume":"26","author":"G. Martens","year":"2010","unstructured":"Martens, G., Poppe, C., Lambert, P., Walle, R.: Noise- and compression-robust biological features for texture classification. Vis. Comput. 26(6\u20138), 915\u2013922 (2010)","journal-title":"Vis. Comput."},{"issue":"2","key":"766_CR23","doi-asserted-by":"crossref","first-page":"117","DOI":"10.1016\/j.artmed.2010.02.006","volume":"49","author":"L. Nanni","year":"2010","unstructured":"Nanni, L., Lumini, A., Brahnam, S.: Local binary patterns variants as texture descriptors for medical image analysis. Artif. Intell. Med. 49(2), 117\u2013125 (2010)","journal-title":"Artif. Intell. Med."},{"issue":"3","key":"766_CR24","doi-asserted-by":"crossref","first-page":"3634","DOI":"10.1016\/j.eswa.2011.09.054","volume":"39","author":"L. Nanni","year":"2012","unstructured":"Nanni, L., Lumini, A., Brahnam, S.: Survey on lbp based texture descriptors for image classification. Expert Syst. Appl. 39(3), 3634\u20133641 (2012)","journal-title":"Expert Syst. Appl."},{"key":"766_CR25","doi-asserted-by":"crossref","first-page":"311","DOI":"10.1007\/3-540-63507-6_216","volume-title":"Image Analysis and Processing","author":"T. Ojala","year":"1997","unstructured":"Ojala, T., Pietikinen, M.: Unsupervised texture segmentation using feature distributions. In: Bimbo, A. (ed.) Image Analysis and Processing, vol. 1310, pp. 311\u2013318. Springer, Berlin (1997)"},{"key":"766_CR26","volume-title":"Textures: A Photographic Album for Artists and Designers","author":"B. Phil","year":"1999","unstructured":"Phil, B.: Textures: A Photographic Album for Artists and Designers. Dover, New York (1999)"},{"issue":"10\u201311","key":"766_CR27","doi-asserted-by":"crossref","first-page":"2502","DOI":"10.1016\/j.patcog.2011.03.029","volume":"44","author":"X. Qian","year":"2011","unstructured":"Qian, X., Hua, X., Chen, P., Ke, L.: PLBP: an effective local binary patterns texture descriptor with pyramid representation. Pattern Recognit. 44(10\u201311), 2502\u20132515 (2011)","journal-title":"Pattern Recognit."},{"key":"766_CR28","doi-asserted-by":"crossref","first-page":"38","DOI":"10.1109\/79.81008","volume":"8","author":"R. Roberts","year":"1991","unstructured":"Roberts, R., Brown, W., Loomis, H.: Computationally efficient algorithms for cyclic spectral analysis. IEEE Signal Process. Mag. 8, 38\u201349 (1991)","journal-title":"IEEE Signal Process. Mag."},{"key":"766_CR29","doi-asserted-by":"crossref","unstructured":"Rosiles, J.G., Upadhyayula, S., Cabrera, S.D.: Rotationally-blind texture classification using frame sequential approximation error curves, pp. 1325\u20131328. IEEE (2008)","DOI":"10.1109\/ICASSP.2008.4517862"},{"key":"766_CR30","volume-title":"Recent Trends in Texture Classification: A Review","author":"J.Y. Tou","year":"2009","unstructured":"Tou, J.Y., Tay, Y.H., Lau, P.Y.: In: Recent Trends in Texture Classification: A Review (2009)"},{"key":"766_CR31","doi-asserted-by":"crossref","first-page":"589","DOI":"10.1007\/11744047_45","volume-title":"Computer Vision ECCV 2006","author":"O. Tuzel","year":"2006","unstructured":"Tuzel, O., Porikli, F., Meer, P.: Region covariance: a fast descriptor for detection and classification. In: Computer Vision ECCV 2006, vol. 3952, pp. 589\u2013600. Springer, Berlin (2006)"},{"issue":"1\u20132","key":"766_CR32","first-page":"85","volume":"123","author":"C.F. Loan Van","year":"2000","unstructured":"Van Loan, C.F.: The ubiquitous Kronecker product. J. Comput. Appl. Math. 123(1\u20132), 85\u2013100 (2000)","journal-title":"J. Comput. Appl. Math."},{"key":"766_CR33","doi-asserted-by":"crossref","unstructured":"Varma, M., Garg, R.: Locally invariant fractal features for statistical texture classification, pp. 1\u20138. IEEE (2007)","DOI":"10.1109\/ICCV.2007.4408876"},{"key":"766_CR34","doi-asserted-by":"crossref","first-page":"1421","DOI":"10.1109\/TIP.2008.926150","volume":"17","author":"Z. Wang","year":"2008","unstructured":"Wang, Z., Yong, J.: Texture analysis and classification with linear regression model based on wavelet transform. IEEE Trans. Image Process. 17, 1421\u20131430 (2008)","journal-title":"IEEE Trans. Image Process."},{"key":"766_CR35","doi-asserted-by":"crossref","unstructured":"Xu, Q., Chen, Y.Q.: Multiscale blob features for gray scale, rotation and spatial scale invariant texture classification, pp. 29\u201332. IEEE (2006)","DOI":"10.1109\/ICPR.2006.847"},{"issue":"2","key":"766_CR36","doi-asserted-by":"crossref","first-page":"183","DOI":"10.1142\/S0218001405003983","volume":"19","author":"H. Zhang","year":"2005","unstructured":"Zhang, H.: Exploring conditions for the optimality of na\u00efve Bayes. Int. J. Pattern Recognit. Artif. Intell. 19(2), 183\u2013198 (2005)","journal-title":"Int. J. Pattern Recognit. Artif. Intell."},{"key":"766_CR37","doi-asserted-by":"crossref","unstructured":"Zhang, B., Gao, Y., Zhao, S., Liu, J.: Local derivative pattern versus local binary pattern: face recognition with high-order local pattern descriptor (2010)","DOI":"10.5772\/7539"},{"key":"766_CR38","doi-asserted-by":"crossref","first-page":"1458","DOI":"10.1109\/TGRS.2007.892602","volume":"45","author":"Y. Zhao","year":"2007","unstructured":"Zhao, Y., Zhang, L., Li, P., Huang, B.: Classification of high spatial resolution imagery using improved Gaussian Markov random-field-based texture features. IEEE Trans. Geosci. Remote Sens. 45, 1458\u20131468 (2007)","journal-title":"IEEE Trans. Geosci. Remote Sens."}],"container-title":["The Visual Computer"],"original-title":[],"language":"en","link":[{"URL":"http:\/\/link.springer.com\/content\/pdf\/10.1007\/s00371-012-0766-0.pdf","content-type":"application\/pdf","content-version":"vor","intended-application":"text-mining"},{"URL":"http:\/\/link.springer.com\/article\/10.1007\/s00371-012-0766-0\/fulltext.html","content-type":"text\/html","content-version":"vor","intended-application":"text-mining"},{"URL":"http:\/\/link.springer.com\/content\/pdf\/10.1007\/s00371-012-0766-0","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2025,4,23]],"date-time":"2025-04-23T04:17:55Z","timestamp":1745381875000},"score":1,"resource":{"primary":{"URL":"http:\/\/link.springer.com\/10.1007\/s00371-012-0766-0"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2012,12,4]]},"references-count":38,"journal-issue":{"issue":"12","published-print":{"date-parts":[[2013,12]]}},"alternative-id":["766"],"URL":"https:\/\/doi.org\/10.1007\/s00371-012-0766-0","relation":{},"ISSN":["0178-2789","1432-2315"],"issn-type":[{"type":"print","value":"0178-2789"},{"type":"electronic","value":"1432-2315"}],"subject":[],"published":{"date-parts":[[2012,12,4]]}}}