{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,3,27]],"date-time":"2025-03-27T13:05:29Z","timestamp":1743080729612,"version":"3.40.3"},"publisher-location":"Dordrecht","reference-count":16,"publisher":"Springer Netherlands","isbn-type":[{"type":"print","value":"9789048136551"},{"type":"electronic","value":"9789048136568"}],"license":[{"start":{"date-parts":[[2009,12,15]],"date-time":"2009-12-15T00:00:00Z","timestamp":1260835200000},"content-version":"tdm","delay-in-days":0,"URL":"https:\/\/www.springernature.com\/gp\/researchers\/text-and-data-mining"},{"start":{"date-parts":[[2009,12,15]],"date-time":"2009-12-15T00:00:00Z","timestamp":1260835200000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/www.springernature.com\/gp\/researchers\/text-and-data-mining"}],"content-domain":{"domain":["link.springer.com"],"crossmark-restriction":false},"short-container-title":[],"published-print":{"date-parts":[[2010]]},"DOI":"10.1007\/978-90-481-3656-8_67","type":"book-chapter","created":{"date-parts":[[2010,1,29]],"date-time":"2010-01-29T15:09:40Z","timestamp":1264777780000},"page":"369-374","update-policy":"https:\/\/doi.org\/10.1007\/springer_crossmark_policy","source":"Crossref","is-referenced-by-count":0,"title":["Unsupervised Segmentation of Industrial Images Using Markov Random Field Model"],"prefix":"10.1007","author":[{"given":"Mofakharul","family":"Islam","sequence":"first","affiliation":[]},{"given":"John","family":"Yearwood","sequence":"additional","affiliation":[]},{"given":"Peter","family":"Vamplew","sequence":"additional","affiliation":[]}],"member":"297","published-online":{"date-parts":[[2009,12,15]]},"reference":[{"issue":"7","key":"67_CR1","doi-asserted-by":"publisher","first-page":"207","DOI":"10.1109\/83.701161","volume":"7","author":"S. Sanjay-Gopal","year":"1998","unstructured":"S. Sanjay-Gopal, and T.J. Herbert, \u201cBayesian Pixel Classification Using Spatially Variant Finite Mixtures and the Generalized EM Algorithm\u201d, IEEE Trans. on Image Processing, Vol. 7(7), July 1998, pp. 207-216.","journal-title":"IEEE Trans. on Image Processing"},{"key":"67_CR2","doi-asserted-by":"crossref","unstructured":"C.S. Wallace, and D.M. Boulton, \u201cAn Information measure for classification\u201d, Computer Journal, Vol. 11(2), pp. 185-194.","DOI":"10.1093\/comjnl\/11.2.185"},{"issue":"1","key":"67_CR3","doi-asserted-by":"publisher","first-page":"73","DOI":"10.1023\/A:1008992619036","volume":"10","author":"C. S. Wallace","year":"2000","unstructured":"C. S. Wallace, and D. L. Dow, \u201cMML clustering of multi-state, poisson, von mises circular and gaussian distribution\u201d, Statistics and Computing, Vol.10(1), }', Jan. 2000, pp.73-83.","journal-title":"Statistics and Computing"},{"key":"67_CR4","doi-asserted-by":"crossref","unstructured":"K. Blekas, A. Likas, N.P. Galatsanos, and I.E. Lagaris, \u201cA Spatially- Constrained Mixture Model for Image Segmentation\u201d, IEEE Trans. on\n              Neural Networks, Vol. 16(2), pp. 494-498.","DOI":"10.1109\/TNN.2004.841773"},{"key":"67_CR5","doi-asserted-by":"crossref","unstructured":"Z. Kato, and T.C. Pong, \u201cA Markov Random Field Image Segmentation Model for Color Textured Images\u201d, Image and Vision Computing, Vol. 24(10), pp. 1103-1114.","DOI":"10.1016\/j.imavis.2006.03.005"},{"key":"67_CR6","doi-asserted-by":"crossref","unstructured":"Z. Kato, and T. C. Pong, \u201cA Markov Random Field Image Segmentation Model for Combined Color and Textured Features, W.Skarbek (ED)\u201d, Proceedings of ICCAIP, Vol. 2124 of LNCS, Springer, Warsaw', pp. 547-554.","DOI":"10.1007\/3-540-44692-3_66"},{"key":"67_CR7","unstructured":"Z. Kato, T.C. Pong, and G. Song, \u201cUnsupervised segmentation of color textured images using a multi-layer MRF model\u201d, Proceedings of ICIP, Vol. (1), Spain, (2003) pp. 961-964."},{"key":"67_CR8","doi-asserted-by":"crossref","unstructured":"M. Islam, J. Yearwood, and P. Vamplew, \u201cUnsupervised Color Textured Image Segmentation Using Cluster Ensembles and MRF Model\u201d, Tarek Sobh (ED)\u201d, Proceedings of CISSE 2007, Vol. Advances in Computer and Information Sciences and Engineering, Springer-Verlag', pp. 323- 328.","DOI":"10.1007\/978-1-4020-8741-7_59"},{"key":"67_CR9","doi-asserted-by":"crossref","unstructured":"D. K. Panjwani, and G. Healy, \u201cMarkov Random Field Models for Unsupervised Segmentation of Textured Color Images\u201d, IEEE Trans. on\n              Pattern Analysis and Machine Intelligence, Vol. 17(10).","DOI":"10.1109\/34.464559"},{"key":"67_CR10","unstructured":"G.R. Shivani, P. Manika, and D. Shukhendu, \u201cUnsupervised Segmentation of Texture Images Using a Combination of Gabor and Wavelet Features\u201d, ICVGIP 2004, Proceedings of the Fourth Indian Conference on Computer Vision, Graphics & Image Processing, Kolkata, India', Vol. December 16-18, 2004}, pp. 370-375."},{"key":"67_CR11","doi-asserted-by":"crossref","unstructured":"Dokur, Z., and Olmez, T.:Segmentation of Ultrasound images by Using a Hybrid Neural Network, Pattern Recognition Letters, Vol. 23 (2002) 1825-1836.","DOI":"10.1016\/S0167-8655(02)00155-1"},{"key":"67_CR12","unstructured":"R. Siddheswar and R.H. Turi, \u201cDetermination of Number of Clusters in k-means Clustering and application in Color Image Segmentation\u201d, In Proceedings of the 4th Intl. Conf. on Advances in Pattern Recognition and Digital Techniques(ICAPRDT\u201999), vol. Calcutta, India, 1999 pages: 137-143."},{"key":"67_CR13","unstructured":"Wu Yiming, Yang Xiangyu, and Chan Kap Luk, \u201cUnsupervised Color Image Segmentation based on Gaussian Mixture Model\u201d, In Proceedings of the 2003 Joint Conf. of the 4th Intl. Conf. on Information, Communications and Signal Processing, Vol. 1(15-18 Dec. 2003), pages: 541-544."},{"key":"67_CR14","unstructured":"Y. Deng, and B.S. Manjunath, \u201cUnsupervised Segmentation of Color- Texture Regions in Images and Videos\u201d, In IEEE Trans. on Pattern."},{"key":"67_CR15","doi-asserted-by":"crossref","unstructured":"Randen and J.H. Husoy, \u201cFiltering for Texture Classification: A Comparative Study\u201d, IEEE Transaction on Pattern Analysis and Machine Intelligence, Vol. April, 1999, pp. 291-310.Analysis and Machine Intelligences, Vol. 23(8), pp. 800-810.","DOI":"10.1109\/34.761261"},{"key":"67_CR16","doi-asserted-by":"crossref","unstructured":"Unser, M.:Texture classification and Segmentation Using Wavelet Frames, IEEE Trans. on Image Processing, Vol. 4, No. 11, (1995) 1549- 1560.","DOI":"10.1109\/83.469936"}],"container-title":["Technological Developments in Education and Automation"],"original-title":[],"language":"en","link":[{"URL":"https:\/\/link.springer.com\/content\/pdf\/10.1007\/978-90-481-3656-8_67","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2024,8,5]],"date-time":"2024-08-05T17:37:22Z","timestamp":1722879442000},"score":1,"resource":{"primary":{"URL":"https:\/\/link.springer.com\/10.1007\/978-90-481-3656-8_67"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2009,12,15]]},"ISBN":["9789048136551","9789048136568"],"references-count":16,"URL":"https:\/\/doi.org\/10.1007\/978-90-481-3656-8_67","relation":{},"subject":[],"published":{"date-parts":[[2009,12,15]]},"assertion":[{"value":"15 December 2009","order":1,"name":"first_online","label":"First Online","group":{"name":"ChapterHistory","label":"Chapter History"}}]}}