{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,1,11]],"date-time":"2025-01-11T17:18:53Z","timestamp":1736615933115,"version":"3.32.0"},"publisher-location":"Berlin, Heidelberg","reference-count":19,"publisher":"Springer Berlin Heidelberg","isbn-type":[{"type":"print","value":"9783540462576"},{"type":"electronic","value":"9783540462583"}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":[],"published-print":{"date-parts":[[2006]]},"DOI":"10.1007\/11889762_11","type":"book-chapter","created":{"date-parts":[[2006,10,19]],"date-time":"2006-10-19T04:24:14Z","timestamp":1161231854000},"page":"120-131","source":"Crossref","is-referenced-by-count":5,"title":["A Framework for Unsupervised Segmentation of Multi-modal Medical Images"],"prefix":"10.1007","author":[{"given":"Ayman","family":"El-Baz","sequence":"first","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Aly","family":"Farag","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Asem","family":"Ali","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Georgy","family":"Gimel\u2019farb","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Manuel","family":"Casanova","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"297","reference":[{"key":"11_CR1","doi-asserted-by":"crossref","unstructured":"Kaufhold, J., Hoogs, A.: Learning to segment images using region-based perceptual features. In: Proc. IEEE Int. Conf. on Computer Vision and Pattern Recognition (CVPR 2004), vol.\u00a01, pp. 954\u2013961 (2004)","DOI":"10.1109\/CVPR.2004.1315268"},{"key":"11_CR2","doi-asserted-by":"publisher","first-page":"10","DOI":"10.1109\/ICCV.2003.1238308","volume-title":"Proc. 9th IEEE Int. Conf. on Computer Vision (ICCV 2003)","author":"X. Ren","year":"2003","unstructured":"Ren, X., Malik, J.: Learning a classification model for segmentation. In: Proc. 9th IEEE Int. Conf. on Computer Vision (ICCV 2003), Nice, France, October 14\u201317, vol.\u00a01, pp. 10\u201317. IEEE CS Press, Los Alamitos (2003)"},{"key":"11_CR3","first-page":"18","volume-title":"Proc. 9th IEEE Int. Conf. on Computer Vision (ICCV 2003)","author":"Z. Tu","year":"2003","unstructured":"Tu, Z., Chen, X., Yuille, A.L., Zhu, S.C.: Image parsing: Unifying segmentation, detection, and recognition. In: Proc. 9th IEEE Int. Conf. on Computer Vision (ICCV 2003), Nice, France, October 14\u201317, vol.\u00a01, pp. 18\u201325. IEEE CS Press, Los Alamitos (2003)"},{"key":"11_CR4","doi-asserted-by":"crossref","unstructured":"Yu, S.X.: Segmentation using multiscale cues. In: Proc IEEE Int. Conf. on Computer Vision and Pattern Recognition (CVPR 2004), vol.\u00a01, pp. 247\u2013254 (2004)","DOI":"10.1109\/CVPR.2004.1315039"},{"key":"11_CR5","doi-asserted-by":"publisher","first-page":"2","DOI":"10.1109\/ICCV.2003.1238307","volume-title":"Proc. 9th IEEE Int. Conf. on Computer Vision (ICCV 2003)","author":"M. Singh","year":"2003","unstructured":"Singh, M., Ahuja, N.: Regression based bandwidth selection for segmentation using Parzen windows. In: Proc. 9th IEEE Int. Conf. on Computer Vision (ICCV 2003), Nice, France, October 14\u201317, 2003, vol.\u00a01, pp. 2\u20139. IEEE CS Press, Los Alamitos (2003)"},{"key":"11_CR6","doi-asserted-by":"publisher","first-page":"1100","DOI":"10.1109\/34.625111","volume":"19","author":"R.P. Grzeszczuk","year":"1997","unstructured":"Grzeszczuk, R.P., Levin, D.N.: Brownian strings: Segmenting images with stochastically deformable contours. IEEE Trans. Pattern Anal. Machine Intell.\u00a019, 1100\u20131114 (1997)","journal-title":"IEEE Trans. Pattern Anal. Machine Intell."},{"key":"11_CR7","doi-asserted-by":"crossref","unstructured":"Huang, X., Metaxas, D., Chen, T.: MetaMorphs: Deformable shape and texture models. In: Proc. IEEE Int. Conf. on Computer Vision and Pattern Recognition (CVPR 2004), vol.\u00a01, pp. 496\u2013503 (2004)","DOI":"10.1109\/CVPR.2004.1315072"},{"issue":"3","key":"11_CR8","first-page":"359","volume":"7","author":"C. Xu","year":"1998","unstructured":"Xu, C., Prince, J.L.: Snakes, shapes, and gradient vector flow. IEEE Trans. Pattern Anal. Machine Intell.\u00a07(3), 359\u2013369 (1998)","journal-title":"IEEE Trans. Pattern Anal. Machine Intell."},{"key":"11_CR9","doi-asserted-by":"publisher","first-page":"141","DOI":"10.1016\/S0167-8655(98)00117-2","volume":"20","author":"P.C. Yuen","year":"1999","unstructured":"Yuen, P.C., Feng, G.C., Zhou, J.P.: A contour detection method: Initialization and contour model. Pattern Recognition Letters\u00a020, 141\u2013148 (1999)","journal-title":"Pattern Recognition Letters"},{"key":"11_CR10","volume-title":"Pattern Classification","author":"R.O. Duda","year":"2001","unstructured":"Duda, R.O., Hart, P.E., Stork, D.G.: Pattern Classification. Wiley, New York (2001)"},{"key":"11_CR11","doi-asserted-by":"crossref","DOI":"10.1007\/978-94-017-3217-8","volume-title":"Ten Lectures on Statistical and Structural Pattern Recognition","author":"M.I. Schlesinger","year":"2002","unstructured":"Schlesinger, M.I., Hlavac, V.: Ten Lectures on Statistical and Structural Pattern Recognition. Kluwer, Dordrecht (2002)"},{"issue":"2","key":"11_CR12","doi-asserted-by":"publisher","first-page":"162","DOI":"10.1109\/83.277898","volume":"3","author":"C.A. Bouman","year":"1994","unstructured":"Bouman, C.A., Shapiro, M.: A multiscale random field model for Bayesian image segmentation. IEEE Trans. Image Processing\u00a03(2), 162\u2013177 (1994)","journal-title":"IEEE Trans. Image Processing"},{"key":"11_CR13","doi-asserted-by":"crossref","unstructured":"Farag, A.A., El-Baz, A., Gimelfarb, G.: Density Estimation Using Modified Expectation Maximization for a linear combination of Gaussians. In: Proc. of IEEE International Conference on Image Processing (ICIP 2004), Singapore, October 24\u201327, vol.\u00a0I, pp. 194\u2013197 (2004)","DOI":"10.1109\/ICIP.2004.1421442"},{"issue":"2","key":"11_CR14","doi-asserted-by":"publisher","first-page":"131","DOI":"10.1080\/02664768900000014","volume":"16","author":"R.C. Dubes","year":"1989","unstructured":"Dubes, R.C., Jain, A.K.: Random field models in image analysis. J. Applied Statistics\u00a016(2), 131\u2013164 (1989)","journal-title":"J. Applied Statistics"},{"issue":"1","key":"11_CR15","doi-asserted-by":"publisher","first-page":"5","DOI":"10.1007\/BF00123878","volume":"2","author":"R.W. Picard","year":"1992","unstructured":"Picard, R.W., Elfadel, I.M.: Structure of aura and cooccurrence matrices for the Gibbs texture model. J. Math. Imaging and Vision\u00a02(1), 5\u201325 (1992)","journal-title":"J. Math. Imaging and Vision"},{"issue":"1","key":"11_CR16","doi-asserted-by":"publisher","first-page":"31","DOI":"10.1111\/1467-9876.00387","volume":"52","author":"L. Dryden","year":"2003","unstructured":"Dryden, L., Scarr, M.R., Taylor, C.C.: Bayesian texture segmentation of weed and crop images using reversible jump Markov chain Monte Carlo methods. J. Royal Statistical Society\u00a052(1), 31\u201350 (2003)","journal-title":"J. Royal Statistical Society"},{"key":"11_CR17","doi-asserted-by":"crossref","DOI":"10.1002\/9781118150443","volume-title":"Probability","author":"J.W. Lamperti","year":"1996","unstructured":"Lamperti, J.W.: Probability. J. Wiley & Sons, New York (1996)"},{"issue":"6","key":"11_CR18","doi-asserted-by":"publisher","first-page":"490","DOI":"10.1109\/42.929615","volume":"20","author":"S. Hu","year":"2001","unstructured":"Hu, S., Hoffman, E.A.: Automatic lung segmentation for accurate quantization of volumetric X-Ray CT images. IEEE Trans. Medical Imaging\u00a020(6), 490\u2013498 (2001)","journal-title":"IEEE Trans. Medical Imaging"},{"issue":"2","key":"11_CR19","doi-asserted-by":"publisher","first-page":"99","DOI":"10.1109\/34.67641","volume":"13","author":"C. Bouman","year":"1991","unstructured":"Bouman, C., Liu, B.: Multiple resolution segmentation of textured images. IEEE Trans. Pattern Analysis Machine Intell.\u00a013(2), 99\u2013113 (1991)","journal-title":"IEEE Trans. Pattern Analysis Machine Intell."}],"container-title":["Lecture Notes in Computer Science","Computer Vision Approaches to Medical Image Analysis"],"original-title":[],"link":[{"URL":"http:\/\/link.springer.com\/content\/pdf\/10.1007\/11889762_11.pdf","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2025,1,11]],"date-time":"2025-01-11T16:35:19Z","timestamp":1736613319000},"score":1,"resource":{"primary":{"URL":"http:\/\/link.springer.com\/10.1007\/11889762_11"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2006]]},"ISBN":["9783540462576","9783540462583"],"references-count":19,"URL":"https:\/\/doi.org\/10.1007\/11889762_11","relation":{},"ISSN":["0302-9743","1611-3349"],"issn-type":[{"type":"print","value":"0302-9743"},{"type":"electronic","value":"1611-3349"}],"subject":[],"published":{"date-parts":[[2006]]}}}