{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,2,26]],"date-time":"2025-02-26T05:35:15Z","timestamp":1740548115010,"version":"3.38.0"},"publisher-location":"Berlin, Heidelberg","reference-count":33,"publisher":"Springer Berlin Heidelberg","isbn-type":[{"type":"print","value":"9783540235279"},{"type":"electronic","value":"9783540304630"}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":[],"published-print":{"date-parts":[[2004]]},"DOI":"10.1007\/978-3-540-30463-0_34","type":"book-chapter","created":{"date-parts":[[2010,9,23]],"date-time":"2010-09-23T21:28:22Z","timestamp":1285277302000},"page":"275-286","source":"Crossref","is-referenced-by-count":3,"title":["Unsupervised Font Clustering Using Stochastic Versio of the EM Algorithm and Global Texture Analysis"],"prefix":"10.1007","author":[{"given":"Carlos","family":"Avil\u00e9s-Cruz","sequence":"first","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Juan","family":"Villegas","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Ren\u00e9","family":"Arechiga-Mart\u00ednez","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Rafael","family":"Escarela-Perez","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"297","reference":[{"issue":"1","key":"34_CR1","doi-asserted-by":"publisher","first-page":"38","DOI":"10.1109\/34.824820","volume":"22","author":"G. Nagy","year":"2000","unstructured":"Nagy, G.: Twenty Years of Document Image Analysis in PAMI. IEEE Trans. Pattern Analysis and Machine Intelligence\u00a022(1), 38\u201362 (2000)","journal-title":"IEEE Trans. Pattern Analysis and Machine Intelligence"},{"issue":"1","key":"34_CR2","doi-asserted-by":"publisher","first-page":"66","DOI":"10.1006\/cviu.1996.0005","volume":"63","author":"S. Khoubyari","year":"1996","unstructured":"Khoubyari, S., Hull, J.J.: Font and function word identification in Document Recognition. Computer Vision and Image Understanding\u00a063(1), 66\u201374 (1996)","journal-title":"Computer Vision and Image Understanding"},{"key":"34_CR3","first-page":"50","volume":"3027","author":"R. Cooperman","year":"1997","unstructured":"Cooperman, R.: Producing Good Font Attribute Determination Using Error-Prone Information. Int. Society for Optical Eng. J.\u00a03027, 50\u201357 (1997)","journal-title":"Int. Society for Optical Eng. J."},{"key":"34_CR4","unstructured":"Shi, H., Pavlidis, T.: Font Recognition and Contextual Processing for More Accurate Text Recognition. In: Proc. Fourth Int. Conference Document Analysis and Recognition (ICDAR 1997), August 1997, pp. 39\u201344 (1997)"},{"issue":"8","key":"34_CR5","doi-asserted-by":"publisher","first-page":"877","DOI":"10.1109\/34.709616","volume":"20","author":"A. Zramdini","year":"1998","unstructured":"Zramdini, A., Ingold, R.: Optical Font Recognition Using Typographical Features. IEEE Trans. Pattern Analysis and Machine Intelligence\u00a020(8), 877\u2013882 (1998)","journal-title":"IEEE Trans. Pattern Analysis and Machine Intelligence"},{"key":"34_CR6","unstructured":"Schreyer, A., Suda, P., Maderlechner, G.: Font Style Detection in Document Using Textons. In: Proc. Third Document Analysis Systems Work-Shop, Assoc. for Pattern Recognition Int. (1998)"},{"issue":"6","key":"34_CR7","doi-asserted-by":"crossref","first-page":"1619","DOI":"10.1002\/j.1538-7305.1983.tb03502.x","volume":"62","author":"B. Julesz","year":"1983","unstructured":"Julesz, B., Bergen, J.R.: Textons, the Fundamental Elements in Preattentive Vision and Perception of Textures. The Bell System Technical J.\u00a062(6), 1619\u20131645 (1983)","journal-title":"The Bell System Technical J."},{"key":"34_CR8","doi-asserted-by":"crossref","unstructured":"Malik, J., Belongie, S., Shi, J., Leung, T.: Textons, Contours and Regions: Cue Integration in Image Segmentation. In: IEEE International Conference on Computer Vision, Corfu, Greece (September 1999)","DOI":"10.1109\/ICCV.1999.790346"},{"issue":"10","key":"34_CR9","doi-asserted-by":"publisher","first-page":"1192","DOI":"10.1109\/34.954608","volume":"23","author":"Y. Zhu","year":"2001","unstructured":"Zhu, Y., Tan, T., Wang, Y.: Font Recognition Based on Global Texture Analysis. IEEE Trans. Pattern Analysis and Machine Intelligence\u00a023(10), 1192\u20131200 (2001)","journal-title":"IEEE Trans. Pattern Analysis and Machine Intelligence"},{"key":"34_CR10","doi-asserted-by":"crossref","unstructured":"Fukunaga, K.: Introduction to Statistical Pattern Recognition. Academic press, United Kingdom, 591 p\u00e1ginas (1990)","DOI":"10.1016\/B978-0-08-047865-4.50007-7"},{"issue":"1","key":"34_CR11","doi-asserted-by":"publisher","first-page":"55","DOI":"10.1109\/34.41384","volume":"12","author":"A.C. Bovik","year":"1990","unstructured":"Bovik, A.C., Clark, M., Geisler, W.B.: Multichannel Texture Analysis Using Localized Spatial Filters. IEEE Trans. Pattern Analysis and Machine Intelligence\u00a012(1), 55\u201373 (1990)","journal-title":"IEEE Trans. Pattern Analysis and Machine Intelligence"},{"issue":"1","key":"34_CR12","first-page":"610","volume":"3","author":"R.M. Haralick","year":"1973","unstructured":"Haralick, R.M.: Texture Feature for Image Classification. IEEE Trans. On SMC\u00a03(1), 610\u2013621 (1973)","journal-title":"IEEE Trans. On SMC"},{"issue":"5","key":"34_CR13","doi-asserted-by":"publisher","first-page":"786","DOI":"10.1109\/PROC.1979.11328","volume":"67","author":"R.M. Haralick","year":"1979","unstructured":"Haralick, R.M.: Statistical and Structural approaches to texture. IEEE TPAMI\u00a067(5), 786\u2013804 (1979)","journal-title":"IEEE TPAMI"},{"key":"34_CR14","volume-title":"Probability and its Applications for Engineers","author":"D.H. Evans","year":"2000","unstructured":"Evans, D.H.: Probability and its Applications for Engineers. Prentice Hall, Englewood Cliffs (2000) ISBN\/Part Number: 0824786564"},{"issue":"1","key":"34_CR15","doi-asserted-by":"publisher","first-page":"4","DOI":"10.1109\/34.824819","volume":"22","author":"A.K. Jain","year":"2000","unstructured":"Jain, A.K., et al.: Statistical Pattern Recognition: a Review. IEEE Transactions on Pattern Analysis and Machine Intelligence\u00a022(1), 4\u201337 (2000)","journal-title":"IEEE Transactions on Pattern Analysis and Machine Intelligence"},{"key":"34_CR16","unstructured":"Avil\u00e9s-Cruz: Texture recognition by high order statistics: characterization and performance, PhD Thesis, Institute National Polytechnic of Grenoble L.T.I.R.F. Grenoble, France (1997)"},{"key":"34_CR17","doi-asserted-by":"crossref","unstructured":"Avil\u00e9s-Cruz: Unsupervised texture segmentation using stochastic version of the EM algorithm and data fusion. In: Proceedings International Conference on Pattern Recognition ICPR 1998, Vol. 2, pp. 1005\u20131009, Brisbane-Australia (August 1998)","DOI":"10.1109\/ICPR.1998.711859"},{"key":"34_CR18","doi-asserted-by":"publisher","first-page":"359","DOI":"10.1006\/ciun.1993.1024","volume":"57","author":"T. Reed","year":"1993","unstructured":"Reed, T., Hans De Buf, J.M.: A Review of Recent Texture Segmentation and Feature Extraction Techniques. CVGIP: Image understanding\u00a057, 359\u2013372 (1993)","journal-title":"CVGIP: Image understanding"},{"key":"34_CR19","doi-asserted-by":"crossref","unstructured":"Iftekharuddin, K.M., Jemili, K., Karim, M.A.: A feature-based neural wavelet optical character recognition system. In: Aerospace and Electronics Conference. NAECON 1995, vol.\u00a02, pp. 621\u2013628 (1995)","DOI":"10.1109\/NAECON.1995.522002"},{"key":"34_CR20","volume-title":"Digital Image Processing","author":"R. Gonz\u00e1lez","year":"1990","unstructured":"Gonz\u00e1lez, R.: Digital Image Processing. Prentice Hall, Englewood Cliffs (1990)"},{"key":"34_CR21","doi-asserted-by":"crossref","unstructured":"Peake, G.S., Tan, T.N.: Script and Language Identification from Document Images. In: Proc. BMVC 1997, September 1997, vol.\u00a02, pp. 169\u2013184 (1997)","DOI":"10.1109\/DIA.1997.627086"},{"issue":"7","key":"34_CR22","doi-asserted-by":"publisher","first-page":"751","DOI":"10.1109\/34.689305","volume":"20","author":"T.N. Tan","year":"1998","unstructured":"Tan, T.N.: Rotation Invariant Texture Features and their Use in Automatic Script Identification. IEEE Trans. Pattern Analysis and Machine Intelligence\u00a020(7), 751\u2013756 (1998)","journal-title":"IEEE Trans. Pattern Analysis and Machine Intelligence"},{"key":"34_CR23","doi-asserted-by":"publisher","first-page":"25","DOI":"10.1109\/TPAMI.1983.4767341","volume":"5","author":"G.R. Cross","year":"1983","unstructured":"Cross, G.R., Jain, A.K.: Markov random field texture models. IEEE Trans. Pattern Analysis and Machine Intelligence, PAMI\u00a05, 25\u201339 (1983)","journal-title":"IEEE Trans. Pattern Analysis and Machine Intelligence, PAMI"},{"issue":"6","key":"34_CR24","doi-asserted-by":"publisher","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. Systems, Man, and Cybernetics\u00a03(6), 610\u2013621 (1973)","journal-title":"IEEE Trans. Systems, Man, and Cybernetics"},{"key":"34_CR25","doi-asserted-by":"crossref","unstructured":"Julesz, B.: Experiments in the visual perception of texture. Scientific American\u00a0(232), 34\u201343 (1975)","DOI":"10.1038\/scientificamerican0475-34"},{"key":"34_CR26","doi-asserted-by":"crossref","unstructured":"Laws, K.L.: Rapid texture identification. In: SPIE: Image processing for missile guidance, vol.\u00a0238, pp. 376\u2013380 (1980)","DOI":"10.1117\/12.959169"},{"key":"34_CR27","doi-asserted-by":"crossref","unstructured":"Leung, T., Malik, J.: Recognizing surfaces using three-dimensional textons. In: IEEE International Conference on Computer Vision, pp. 1010\u20131017 (1999)","DOI":"10.1109\/ICCV.1999.790379"},{"issue":"6","key":"34_CR28","doi-asserted-by":"publisher","first-page":"460","DOI":"10.1109\/TSMC.1978.4309999","volume":"SMC-8","author":"H. Tamura","year":"1978","unstructured":"Tamura, H., Mori, S., Yamawaki, T.: Textural features corresponding to visual perception. IEEE Trans. on Systems., Man and Cybernetics\u00a0SMC-8(6), 460\u2013472 (1978)","journal-title":"IEEE Trans. on Systems., Man and Cybernetics"},{"issue":"2","key":"34_CR29","doi-asserted-by":"publisher","first-page":"183","DOI":"10.1109\/TPAMI.1982.4767225","volume":"4","author":"Tomita","year":"1982","unstructured":"Tomita, Shirai, Y., Tsuji, S.: Description of textures by a structural analysis. IEEE Transactions on Pattern Analysis and Machine Intelligence\u00a04(2), 183\u2013191 (1982)","journal-title":"IEEE Transactions on Pattern Analysis and Machine Intelligence"},{"key":"34_CR30","doi-asserted-by":"publisher","first-page":"905","DOI":"10.1016\/0031-3203(90)90135-8","volume":"23","author":"L. Wang","year":"1990","unstructured":"Wang, L., He, D.C.: Texture classification using texture spectrum. Pattern Recognition\u00a023, 905\u2013910 (1990)","journal-title":"Pattern Recognition"},{"key":"34_CR31","doi-asserted-by":"publisher","first-page":"286","DOI":"10.1016\/0146-664X(80)90016-7","volume":"2","author":"S.W. Zucker","year":"1980","unstructured":"Zucker, S.W., Terzopoulos, D.: Finding Structure in Co-Occurrence Matrices for Texture Analysis. Computer Graphics and Image Processing\u00a02, 286\u2013308 (1980)","journal-title":"Computer Graphics and Image Processing"},{"key":"34_CR32","doi-asserted-by":"crossref","unstructured":"Xu, L., Jordan, M.I.: On Convergence Properties of the EM Algorithm for Gaussian Mixtures. C.B.C.L. paper No. 111, A.I. Memo No. 1520, Massachusetts Institute of Technology (July 1995)","DOI":"10.21236\/ADA295637"},{"issue":"4","key":"34_CR33","doi-asserted-by":"publisher","first-page":"404","DOI":"10.1109\/83.298395","volume":"3","author":"J. Zhang","year":"1994","unstructured":"Zhang, J., Modestino, W.J.: Maximum Likelihood Parameter Estimation for Unsupervised Stochastic Model_Base Image Segmentation. IEEE Trans. on Image Processing\u00a03(4), 404\u2013420 (1994)","journal-title":"IEEE Trans. on Image Processing"}],"container-title":["Lecture Notes in Computer Science","Progress in Pattern Recognition, Image Analysis and Applications"],"original-title":[],"link":[{"URL":"http:\/\/link.springer.com\/content\/pdf\/10.1007\/978-3-540-30463-0_34.pdf","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2025,2,26]],"date-time":"2025-02-26T01:05:00Z","timestamp":1740531900000},"score":1,"resource":{"primary":{"URL":"http:\/\/link.springer.com\/10.1007\/978-3-540-30463-0_34"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2004]]},"ISBN":["9783540235279","9783540304630"],"references-count":33,"URL":"https:\/\/doi.org\/10.1007\/978-3-540-30463-0_34","relation":{},"ISSN":["0302-9743","1611-3349"],"issn-type":[{"type":"print","value":"0302-9743"},{"type":"electronic","value":"1611-3349"}],"subject":[],"published":{"date-parts":[[2004]]}}}