{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,2,10]],"date-time":"2025-02-10T22:40:02Z","timestamp":1739227202795,"version":"3.37.0"},"publisher-location":"Berlin, Heidelberg","reference-count":52,"publisher":"Springer Berlin Heidelberg","isbn-type":[{"type":"print","value":"9783642015359"},{"type":"electronic","value":"9783642015366"}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":[],"published-print":{"date-parts":[[2009]]},"DOI":"10.1007\/978-3-642-01536-6_9","type":"book-chapter","created":{"date-parts":[[2009,7,10]],"date-time":"2009-07-10T13:23:06Z","timestamp":1247232186000},"page":"197-222","source":"Crossref","is-referenced-by-count":0,"title":["Computational Intelligence in Biomedical Image Processing"],"prefix":"10.1007","author":[{"given":"Felix","family":"Bollenbeck","sequence":"first","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Udo","family":"Seiffert","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"297","reference":[{"issue":"3","key":"9_CR1","doi-asserted-by":"publisher","first-page":"504","DOI":"10.1109\/5.662875","volume":"86","author":"M.J. Ackerman","year":"1998","unstructured":"Ackerman, M.J.: The visible human project. Proceedings of the IEEE\u00a086(3), 504\u2013511 (1998)","journal-title":"Proceedings of the IEEE"},{"issue":"11-13","key":"9_CR2","doi-asserted-by":"publisher","first-page":"1143","DOI":"10.1016\/S0167-8655(97)00091-3","volume":"18","author":"M.N. Ahmed","year":"1997","unstructured":"Ahmed, M.N., Farag, A.A.: Two-stage neural network for volume segmentation of medical images. Pattern Recognition Lett.\u00a018(11-13), 1143\u20131151 (1997)","journal-title":"Pattern Recognition Lett."},{"key":"9_CR3","first-page":"1717","volume":"31","author":"N.M. Alpert","year":"1990","unstructured":"Alpert, N.M., Bradshaw, J.F., Kennedy, D., Correia, J.A.: The Principal Axes Transformation - A Method for Image Registration. The Journal of Nuclear Medicine\u00a031, 1717\u20131722 (1990)","journal-title":"The Journal of Nuclear Medicine"},{"key":"9_CR4","doi-asserted-by":"crossref","unstructured":"Andersen, T., Martinez, T.: Cross validation and mlp architecture selection. In: International Joint Conference on Neural Networks (IJCNN 1999) (1999)","DOI":"10.1109\/IJCNN.1999.832613"},{"issue":"2","key":"9_CR5","doi-asserted-by":"publisher","first-page":"145","DOI":"10.1007\/s11263-006-6658-x","volume":"68","author":"X. Bresson","year":"2006","unstructured":"Bresson, X., Vandergheynst, P.: A variational model for object segmentation using boundary information and shape prior driven by the mumford-shah functional. Int. J. Comput. Vision\u00a068(2), 145\u2013162 (2006)","journal-title":"Int. J. Comput. Vision"},{"key":"9_CR6","unstructured":"Broit, C.: Optimal Registration of Deformed Images. PhD thesis (1981)"},{"key":"9_CR7","unstructured":"Br\u00fc\u00df, C., Bollenbeck, F., Schleif, F.-M., Weschke, W., Villmann, T., Seiffert, U.: Fuzzy Image Segmentation with Fuzzy Labelled Neural Gas. In: Proc. of the 14th European Symposium on Artificial Neural Networks ESANN (2006)"},{"key":"9_CR8","doi-asserted-by":"crossref","unstructured":"Br\u00fc\u00df, C., Strickert, M., Seiffert, U.: Towards Automatic Segmentation of Serial High-Resolution Images. In: Proceedings Workshop Bildverarbeitung f\u00fcr die Medizin (2006)","DOI":"10.1007\/3-540-32137-3_26"},{"key":"9_CR9","doi-asserted-by":"publisher","first-page":"1","DOI":"10.1007\/BF01385685","volume":"66","author":"V. Caselles","year":"1993","unstructured":"Caselles, V., Catte, F., Coll, T., Dibos, F.: A geometric model for active contours in image processing. Numer. Math.\u00a066, 1\u201331 (1993)","journal-title":"Numer. Math."},{"issue":"5","key":"9_CR10","doi-asserted-by":"publisher","first-page":"642","DOI":"10.1109\/42.640755","volume":"16","author":"V. Chalana","year":"1997","unstructured":"Chalana, V., Kim, Y.: A methodology for evaluation of boundary detection algorithms on medical images. IEEE Trans. Med. Imaging\u00a016(5), 642\u2013652 (1997)","journal-title":"IEEE Trans. Med. Imaging"},{"issue":"2","key":"9_CR11","doi-asserted-by":"publisher","first-page":"266","DOI":"10.1109\/83.902291","volume":"10","author":"T.F. Chan","year":"2001","unstructured":"Chan, T.F., Vese, L.A.: Active contours without edges. IEEE Transactions on Image Processing\u00a010(2), 266\u2013277 (2001)","journal-title":"IEEE Transactions on Image Processing"},{"key":"9_CR12","doi-asserted-by":"crossref","unstructured":"Chapelle, O., Haffner, P., Vapnik, V.: Support Vector Machines for histogram-based Image Classification. In: IEEE Transactions on Neural Networks, special issue on Support Vectors (1999)","DOI":"10.1109\/72.788646"},{"key":"9_CR13","doi-asserted-by":"crossref","unstructured":"Fischer, B., Modersitzki, J.: Fast Diffusion Registration. In: Nashed, M.Z., Scherzer, O. (eds.) Inverse Problems, Image Analysis, and Medical Imaging. Contemporary Mathematics, vol. 313. AMS (2002)","DOI":"10.1090\/conm\/313\/05372"},{"key":"9_CR14","series-title":"Lecture Notes in Computer Science","doi-asserted-by":"crossref","first-page":"261","DOI":"10.1007\/978-3-540-39701-4_28","volume-title":"Biomedical Image Registration","author":"B. Fischer","year":"2003","unstructured":"Fischer, B., Modersitzki, J.: FLIRT: A Flexible Image Registration Toolbox. In: Gee, J.C., Maintz, J.B.A., Vannier, M.W. (eds.) WBIR 2003. LNCS, vol.\u00a02717, pp. 261\u2013270. Springer, Heidelberg (2003)"},{"volume-title":"Advances in Minimum Description Length: Theory and Applications","year":"2005","key":"9_CR15","unstructured":"Gr\u00fcnwald, P.D., Myung, I.J., Pitt, M.A. (eds.): Advances in Minimum Description Length: Theory and Applications. MIT Press, Cambridge (2005)"},{"key":"9_CR16","doi-asserted-by":"publisher","first-page":"779","DOI":"10.1111\/j.1365-313X.2007.03260.x","volume":"6","author":"S. Gubatz","year":"2007","unstructured":"Gubatz, S., Dercksen, V.J., Br\u00fcss, C., Weschke, W., Wobus, U.: Analysis of barley (Hordeum vulgare) grain development using three-dimensional digital models. The Plant Journal\u00a06, 779\u2013790 (2007)","journal-title":"The Plant Journal"},{"issue":"2","key":"9_CR17","doi-asserted-by":"publisher","first-page":"289","DOI":"10.1097\/00004728-199503000-00022","volume":"19","author":"J.V. Hajnal","year":"1995","unstructured":"Hajnal, J.V., Saeed, N., Soar, E.J., Oatridge, A., Young, I.R., Bydder, G.M.: A registration and interpolation procedure for subvoxel matching of serially acquired mr images. Journal of computer assisted tomography\u00a019(2), 289\u2013296 (1995)","journal-title":"Journal of computer assisted tomography"},{"issue":"5","key":"9_CR18","doi-asserted-by":"publisher","first-page":"672","DOI":"10.1109\/72.159057","volume":"3","author":"L.O. Hall","year":"1992","unstructured":"Hall, L.O., Bensaid, A.M., Clarke, L.P., Velthuizen, R.P., Silbiger, M.S., Bezdek, J.C.: A comparison of neural network and fuzzy clustering techniques in segmenting magnetic resonance images of the brain. IEEE Trans. Neural Networks\u00a03(5), 672\u2013682 (1992)","journal-title":"IEEE Trans. Neural Networks"},{"key":"9_CR19","unstructured":"Hammoude, A.: Computer-assisted endocardial border identification from a sequence of two-dimensional echocardiographic images. PhD thesis, Univ. Washington, Seattle, WA (1988)"},{"key":"9_CR20","volume-title":"Neural Networks: A Comprehensive Foundation","author":"S. Haykin","year":"1998","unstructured":"Haykin, S.: Neural Networks: A Comprehensive Foundation. Prentice Hall PTR, Englewood Cliffs (1998)"},{"key":"9_CR21","doi-asserted-by":"publisher","first-page":"321","DOI":"10.1007\/BF00133570","volume":"1","author":"M. Kass","year":"1987","unstructured":"Kass, M., Witkin, A., Terzopoulos, D.: Snakes: Active contour models. Int\u2019l J. Comp. Vis.\u00a01, 321\u2013333 (1987)","journal-title":"Int\u2019l J. Comp. Vis."},{"key":"9_CR22","first-page":"223","volume":"41","author":"M.H. Kaufman","year":"1997","unstructured":"Kaufman, M.H., Brune, R.M., Baldock, R.A., Bard, J.B., Davidson, D.: Computer-aided 3-d reconstruction of serially sectioned mouse embryos: its use in integrating anatomical organization. Int. J. Dev. Biol.\u00a041, 223\u2013233 (1997)","journal-title":"Int. J. Dev. Biol."},{"key":"9_CR23","doi-asserted-by":"crossref","unstructured":"Kim, K.I., Jung, K., Park, S.H., Kim, H.J.: Support Vector Machines for Texture Classification. IEEE Transactions on Pattern Analysis and Machine Intelligence, 1542\u20131550 (2002)","DOI":"10.1109\/TPAMI.2002.1046177"},{"key":"9_CR24","doi-asserted-by":"publisher","first-page":"271","DOI":"10.1023\/A:1017181826899","volume":"30","author":"R. Kohavi","year":"1998","unstructured":"Kohavi, R., Provost, F.: Glossary. Machine Learning\u00a030, 271\u2013274 (1998)","journal-title":"Machine Learning"},{"issue":"2","key":"9_CR25","doi-asserted-by":"publisher","first-page":"189","DOI":"10.1016\/S0262-8856(02)00153-1","volume":"21","author":"D.l. Vilarino","year":"2003","unstructured":"Vilarino, D.l., Cabello, D., Pardo, X.M., Brea, V.: Cellular neural networks and active contours: a tool for image segmentation. Image and Vision Computing\u00a021(2), 189\u2013204 (2003)","journal-title":"Image and Vision Computing"},{"key":"9_CR26","doi-asserted-by":"crossref","unstructured":"Leventon, M.E., Grimson, W.E.L., Faugeras, O.: Statistical shape influence in geodesic active contours. In: Proceedings of IEEE Conference on Computer Vision and Pattern Recognition, vol.\u00a01 (2000)","DOI":"10.1109\/CVPR.2000.855835"},{"key":"9_CR27","first-page":"430","volume-title":"CVPR 2005: Proceedings of the 2005 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR 2005)","author":"C. Li","year":"2005","unstructured":"Li, C., Xu, C., Gui, C., Fox, M.D.: Level set evolution without re-initialization: A new variational formulation. In: CVPR 2005: Proceedings of the 2005 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR 2005), vol.\u00a01, pp. 430\u2013436. IEEE Computer Society Press, Washington (2005)"},{"issue":"2","key":"9_CR28","first-page":"77","volume":"30","author":"T. Lindeberg","year":"1996","unstructured":"Lindeberg, T.: Edge detection and ridge detection with automatic scale selection. International Journal of Computer Vision\u00a030(2), 77\u2013116 (1996)","journal-title":"International Journal of Computer Vision"},{"issue":"2","key":"9_CR29","doi-asserted-by":"publisher","first-page":"187","DOI":"10.1109\/42.563664","volume":"16","author":"F. Maes","year":"1997","unstructured":"Maes, F., Collignon, A., Vandermeulen, D., Marchal, G., Suetens, P.: Multimodality image registration by maximization of mutualinformation. Trans. on Med. Imaging\u00a016(2), 187\u2013198 (1997)","journal-title":"Trans. on Med. Imaging"},{"issue":"1","key":"9_CR30","doi-asserted-by":"publisher","first-page":"16","DOI":"10.1016\/j.cviu.2005.06.004","volume":"101","author":"E. Maschino","year":"2006","unstructured":"Maschino, E., Maurin, Y., Andrey, P.: Joint registration and averaging of multiple 3D anatomical surface models. Comput. Vis. Image Underst.\u00a0101(1), 16\u201330 (2006)","journal-title":"Comput. Vis. Image Underst."},{"key":"9_CR31","volume-title":"Discriminant Analysis and Statistical Pattern Recognition","author":"G.J. McLachlan","year":"2004","unstructured":"McLachlan, G.J.: Discriminant Analysis and Statistical Pattern Recognition. Wiley Interscience, Hoboken (2004)"},{"key":"9_CR32","series-title":"Numerical Mathematics and Scientific Computation","volume-title":"Numerical Methods for Image Registration","author":"J. Modersitzki","year":"2004","unstructured":"Modersitzki, J.: Numerical Methods for Image Registration. Numerical Mathematics and Scientific Computation. Oxford University Press, Oxford (2004)"},{"issue":"9","key":"9_CR33","doi-asserted-by":"publisher","first-page":"1277","DOI":"10.1016\/0031-3203(93)90135-J","volume":"26","author":"N.R. Pal","year":"1993","unstructured":"Pal, N.R., Pal, S.K.: A review on image segmentation techniques. Pattern Recognition\u00a026(9), 1277\u20131294 (1993)","journal-title":"Pattern Recognition"},{"key":"9_CR34","doi-asserted-by":"publisher","first-page":"106","DOI":"10.1007\/978-3-540-71091-2_22","volume-title":"Bildverarbeitung f\u00fcr die Medizin","author":"N. Papenberg","year":"2007","unstructured":"Papenberg, N., Schumacher, H., Heldmann, S., Wirtz, S., Bommersheim, S., Ens, K., Modersitzki, J., Fischer, B.: A Fast and Flexible Image Registration Toolbox: Design and Implementation of the general approach. In: Bildverarbeitung f\u00fcr die Medizin, pp. 106\u2013110. Springer, Heidelberg (2007)"},{"key":"9_CR35","doi-asserted-by":"publisher","first-page":"382","DOI":"10.1016\/j.gde.2004.06.010","volume":"14","author":"W. Pereanu","year":"2004","unstructured":"Pereanu, W., Hartenstein, V.: Digital three-dimensional models of Drosophila development. Cur. Opin. Genet. Dev.\u00a014, 382\u2013391 (2004)","journal-title":"Cur. Opin. Genet. Dev."},{"key":"9_CR36","doi-asserted-by":"publisher","first-page":"2279","DOI":"10.1016\/S0031-3203(01)00178-9","volume":"35","author":"M.E. Petersen","year":"2002","unstructured":"Petersen, M.E., de Ridder, D., Handels, H.: Image processing with neural networks \u2014 a review. Pattern Recognition\u00a035, 2279\u20132301 (2002)","journal-title":"Pattern Recognition"},{"key":"9_CR37","doi-asserted-by":"crossref","unstructured":"Pielot, R., Seiffert, U., Manz, B., Weier, D., Volke, F., Weschke, W.: 4d warping for analysing morphological changes in seed development of barley grains. In: Ranchordas, A., Ara\u00fajo, H. (eds.) VISAPP (1), pp. 335\u2013340. INSTICC - Institute for Systems and Technologies of Information, Control and Communication (2008)","DOI":"10.5220\/0001073803350340"},{"key":"9_CR38","doi-asserted-by":"publisher","first-page":"2033","DOI":"10.1126\/science.8091224","volume":"265","author":"M. Ringwald","year":"1994","unstructured":"Ringwald, M., Baldock, R., Bard, J., Kaufman, M.H., Eppig, J., Richardson, J.E., Nadeau, J.H., Davidson, D.: A Database for Mouse Development. Science\u00a0265, 2033\u20132034 (1994)","journal-title":"Science"},{"issue":"13","key":"9_CR39","doi-asserted-by":"publisher","first-page":"2070","DOI":"10.1016\/j.patrec.2005.03.017","volume":"26","author":"T. Rohlfing","year":"2005","unstructured":"Rohlfing, T., Maurer Jr., C.J.: Multi-classifier framework for atlas-based image segmentation. Pattern Recognition Letters\u00a026(13), 2070\u20132079 (2005)","journal-title":"Pattern Recognition Letters"},{"issue":"8","key":"9_CR40","doi-asserted-by":"publisher","first-page":"712","DOI":"10.1109\/42.796284","volume":"18","author":"D. Rueckert","year":"1999","unstructured":"Rueckert, D., Sonoda, L.I., Hayes, C., Hill, D.L.G., Leach, M.O., Hawkes, D.J.: Nonrigid registration using free-form deformations: application tobreast MR images. IEEE Transactions on Medical Imaging\u00a018(8), 712\u2013721 (1999)","journal-title":"IEEE Transactions on Medical Imaging"},{"issue":"1","key":"9_CR41","doi-asserted-by":"publisher","first-page":"5","DOI":"10.1007\/s11263-006-9780-x","volume":"73","author":"O. Schmitt","year":"2006","unstructured":"Schmitt, O., Modersitzki, J., Heldmann, S., Wirtz, S., Fischer, B.: Image Registration of Sectioned Brains. Int. J. Comput. Vision\u00a073(1), 5\u201339 (2006)","journal-title":"Int. J. Comput. Vision"},{"key":"9_CR42","doi-asserted-by":"publisher","first-page":"339","DOI":"10.1002\/(SICI)1097-0193(1998)6:5\/6<339::AID-HBM3>3.0.CO;2-Q","volume":"6","author":"T. Schormann","year":"1998","unstructured":"Schormann, T., Zilles, K.: Three-Dimensional linear and nonlinear transformations: An integration of light microscopical and MRI data. Human Brain Mapping\u00a06, 339\u2013347 (1998)","journal-title":"Human Brain Mapping"},{"key":"9_CR43","doi-asserted-by":"crossref","unstructured":"Shi, J., Malik, J.: Normalized Cuts and Image Segmentation. IEEE Transactions on Pattern Analysis and Machine Intelligence, 888\u2013905 (2000)","DOI":"10.1109\/34.868688"},{"key":"9_CR44","unstructured":"Silveira, M., Marques, J.S.: Level set segmentation of dermoscopy images. In: 5th IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2008. ISBI 2008, pp. 173\u2013176 (2008)"},{"key":"9_CR45","unstructured":"Styner, M., Gerig, G.: Evaluation of 2d\/3d bias correction with 1+1 es-optimization \u2013 technical report 179. Technical report, Image Science Lab, ETH Zurich (1997)"},{"key":"9_CR46","doi-asserted-by":"crossref","DOI":"10.1007\/978-0-85729-333-6","volume-title":"Advanced Algorithmic Approaches to Medical Image Segmentation: State-Of-The-Art Applications in Cardiology, Neurology, Mammography and Pathology","author":"J.S. Suri","year":"2002","unstructured":"Suri, J.S., Setarehdan, S.K., Singh, S.: Advanced Algorithmic Approaches to Medical Image Segmentation: State-Of-The-Art Applications in Cardiology, Neurology, Mammography and Pathology. Springer, Heidelberg (2002)"},{"key":"9_CR47","doi-asserted-by":"publisher","first-page":"152","DOI":"10.1162\/neco.1996.8.1.152","volume":"8","author":"R. Tibshirani","year":"1996","unstructured":"Tibshirani, R.: A comparison of some error estimates for neural network models. Neural Computation\u00a08, 152\u2013163 (1996)","journal-title":"Neural Computation"},{"issue":"2","key":"9_CR48","doi-asserted-by":"publisher","first-page":"137","DOI":"10.1109\/TMI.2002.808355","volume":"22","author":"A. Tsai","year":"2003","unstructured":"Tsai, A., Yezzi Jr., A., Wells, W., Tempany, C., Tucker, D., Fan, A., Grimson, W.E., Willsky, A.: A shape-based approach to the segmentation of medical imagery using level sets. IEEE Transactions on Medical Imaging\u00a022(2), 137\u2013154 (2003)","journal-title":"IEEE Transactions on Medical Imaging"},{"key":"9_CR49","doi-asserted-by":"crossref","unstructured":"Tu, Z., Zhu, S.-C.: Image Segmentation by Data-Driven Markov Chain Monte Carlo. IEEE Transactions on Pattern Analysis and Machine Intelligence, 657\u2013673 (2002)","DOI":"10.1109\/34.1000239"},{"issue":"2","key":"9_CR50","doi-asserted-by":"publisher","first-page":"190","DOI":"10.1016\/S1077-3142(03)00025-0","volume":"90","author":"N. Vandenbroucke","year":"2003","unstructured":"Vandenbroucke, N., Macaire, L., Postaire, J.-G.: Color image segmentation by pixel classification in an adapted hybrid color space. Application to soccer image analysis. Computer Vision and Image Understanding\u00a090(2), 190\u2013216 (2003)","journal-title":"Computer Vision and Image Understanding"},{"issue":"8-9","key":"9_CR51","doi-asserted-by":"publisher","first-page":"1327","DOI":"10.1016\/j.neunet.2004.06.015","volume":"17","author":"A. Wism\u00fcller","year":"2004","unstructured":"Wism\u00fcller, A., Vietze, F., Behrends, J., Meyer-Baese, A., Reiser, M., Ritter, H.: Fully automated biomedical image segmentation by self-organized model adaptation. Neural Networks\u00a017(8-9), 1327\u20131344 (2004)","journal-title":"Neural Networks"},{"key":"9_CR52","doi-asserted-by":"publisher","first-page":"179","DOI":"10.1006\/jcph.1996.0167","volume":"127","author":"H.-K. Zhao","year":"1996","unstructured":"Zhao, H.-K., Chan, T., Merriman, B., Osher, S.: A variational level set approach to multiphase motion. J. Comp. Phys.\u00a0127, 179\u2013195 (1996)","journal-title":"J. Comp. Phys."}],"container-title":["Studies in Computational Intelligence","Foundations of Computational Intelligence Volume 5"],"original-title":[],"link":[{"URL":"http:\/\/link.springer.com\/content\/pdf\/10.1007\/978-3-642-01536-6_9.pdf","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2025,2,10]],"date-time":"2025-02-10T22:02:49Z","timestamp":1739224969000},"score":1,"resource":{"primary":{"URL":"http:\/\/link.springer.com\/10.1007\/978-3-642-01536-6_9"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2009]]},"ISBN":["9783642015359","9783642015366"],"references-count":52,"URL":"https:\/\/doi.org\/10.1007\/978-3-642-01536-6_9","relation":{},"ISSN":["1860-949X","1860-9503"],"issn-type":[{"type":"print","value":"1860-949X"},{"type":"electronic","value":"1860-9503"}],"subject":[],"published":{"date-parts":[[2009]]}}}