{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,5,4]],"date-time":"2025-05-04T06:10:01Z","timestamp":1746339001867,"version":"3.40.4"},"publisher-location":"Cham","reference-count":20,"publisher":"Springer International Publishing","isbn-type":[{"type":"print","value":"9783319105772"},{"type":"electronic","value":"9783319105789"}],"license":[{"start":{"date-parts":[[2014,1,1]],"date-time":"2014-01-01T00:00:00Z","timestamp":1388534400000},"content-version":"tdm","delay-in-days":0,"URL":"http:\/\/www.springer.com\/tdm"}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":[],"published-print":{"date-parts":[[2014]]},"DOI":"10.1007\/978-3-319-10578-9_39","type":"book-chapter","created":{"date-parts":[[2014,8,14]],"date-time":"2014-08-14T00:51:57Z","timestamp":1407977517000},"page":"597-612","source":"Crossref","is-referenced-by-count":1,"title":["ShapeForest: Building Constrained Statistical Shape Models with Decision Trees"],"prefix":"10.1007","author":[{"given":"Sa\u0161a","family":"Grbi\u0107","sequence":"first","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Joshua K. Y.","family":"Swee","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Razvan","family":"Ionasec","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"297","reference":[{"issue":"1","key":"39_CR1","doi-asserted-by":"publisher","first-page":"5","DOI":"10.1023\/A:1010933404324","volume":"45","author":"L. Breiman","year":"2001","unstructured":"Breiman, L.: Random forests. Machine Learning\u00a045(1), 5\u201332 (2001)","journal-title":"Machine Learning"},{"issue":"1","key":"39_CR2","doi-asserted-by":"publisher","first-page":"38","DOI":"10.1006\/cviu.1995.1004","volume":"61","author":"T.F. Cootes","year":"1995","unstructured":"Cootes, T.F., Taylor, C.J., Cooper, D.H., Graham, J.: Active shape models-their training and application. Computer Vision and Image Understanding\u00a061(1), 38\u201359 (1995)","journal-title":"Computer Vision and Image Understanding"},{"issue":"6","key":"39_CR3","doi-asserted-by":"publisher","first-page":"681","DOI":"10.1109\/34.927467","volume":"23","author":"T.F. Cootes","year":"2001","unstructured":"Cootes, T.F., Edwards, G.J., Taylor, C.J.: Active appearance models. IEEE Transactions on Pattern Analysis and Machine Intelligence\u00a023(6), 681\u2013685 (2001)","journal-title":"IEEE Transactions on Pattern Analysis and Machine Intelligence"},{"issue":"8","key":"39_CR4","doi-asserted-by":"publisher","first-page":"567","DOI":"10.1016\/S0262-8856(98)00175-9","volume":"17","author":"T.F. Cootes","year":"1999","unstructured":"Cootes, T.F., Taylor, C.J.: A mixture model for representing shape variation. Image and Vision Computing\u00a017(8), 567\u2013573 (1999)","journal-title":"Image and Vision Computing"},{"key":"39_CR5","doi-asserted-by":"crossref","unstructured":"Criminisi, A., Robertson, D., Konukoglu, E., Shotton, J., Pathak, S., White, S., Siddiqui, K.: Regression forests for efficient anatomy detection and localization in computed tomography scans. Medical Image Analysis (2013)","DOI":"10.1016\/j.media.2013.01.001"},{"issue":"10","key":"39_CR6","doi-asserted-by":"publisher","first-page":"3054","DOI":"10.1016\/j.patcog.2008.01.024","volume":"41","author":"D. Cristinacce","year":"2008","unstructured":"Cristinacce, D., Cootes, T.: Automatic feature localisation with constrained local models. Pattern Recognition\u00a041(10), 3054\u20133067 (2008)","journal-title":"Pattern Recognition"},{"issue":"3","key":"39_CR7","doi-asserted-by":"publisher","first-page":"414","DOI":"10.1109\/TMI.2003.809688","volume":"22","author":"C. Davatzikos","year":"2003","unstructured":"Davatzikos, C., Tao, X., Shen, D.: Hierarchical active shape models, using the wavelet transform. IEEE Transactions on Medical Imaging\u00a022(3), 414\u2013423 (2003)","journal-title":"IEEE Transactions on Medical Imaging"},{"key":"39_CR8","doi-asserted-by":"crossref","unstructured":"Etyngier, P., Segonne, F., Keriven, R.: Shape priors using manifold learning techniques. In: IEEE 11th International Conference on Computer Vision, ICCV 2007, pp. 1\u20138. IEEE (2007)","DOI":"10.1109\/ICCV.2007.4409040"},{"issue":"1","key":"39_CR9","doi-asserted-by":"publisher","first-page":"55","DOI":"10.1023\/B:VISI.0000042934.15159.49","volume":"61","author":"P.F. Felzenszwalb","year":"2005","unstructured":"Felzenszwalb, P.F., Huttenlocher, D.P.: Pictorial structures for object recognition. International Journal of Computer Vision\u00a061(1), 55\u201379 (2005)","journal-title":"International Journal of Computer Vision"},{"key":"39_CR10","doi-asserted-by":"crossref","unstructured":"Gall, J., Lempitsky, V.: Class-specific hough forests for object detection. In: Decision Forests for Computer Vision and Medical Image Analysis, pp. 143\u2013157. Springer (2013)","DOI":"10.1007\/978-1-4471-4929-3_11"},{"key":"39_CR11","doi-asserted-by":"crossref","unstructured":"Georgescu, B., Zhou, X.S., Comaniciu, D., Gupta, A.: Database-guided segmentation of anatomical structures with complex appearance. In: IEEE Computer Society Conference on Computer Vision and Pattern Recognition, CVPR 2005, vol.\u00a02, pp. 429\u2013436. IEEE (2005)","DOI":"10.1109\/CVPR.2005.119"},{"issue":"5","key":"39_CR12","doi-asserted-by":"publisher","first-page":"1003","DOI":"10.1016\/j.media.2012.02.003","volume":"16","author":"S. Grbic","year":"2012","unstructured":"Grbic, S., Ionasec, R., Vitanovski, D., Voigt, I., Wang, Y., Georgescu, B., Comaniciu, D.: Complete valvular heart apparatus model from 4d cardiac ct. Medical Image Analysis\u00a016(5), 1003\u20131014 (2012)","journal-title":"Medical Image Analysis"},{"issue":"4","key":"39_CR13","doi-asserted-by":"publisher","first-page":"321","DOI":"10.1007\/BF00133570","volume":"1","author":"M. Kass","year":"1988","unstructured":"Kass, M., Witkin, A., Terzopoulos, D.: Snakes: Active contour models. International Journal of Computer Vision\u00a01(4), 321\u2013331 (1988)","journal-title":"International Journal of Computer Vision"},{"key":"39_CR14","doi-asserted-by":"crossref","unstructured":"Rodola, E., Bulo, S.R., Windheuser, T., Vestner, M., Cremers, D.: Dense non-rigid shape correspondence using random forests (2014)","DOI":"10.1109\/CVPR.2014.532"},{"key":"39_CR15","doi-asserted-by":"crossref","unstructured":"Saragih, J., Goecke, R.: A nonlinear discriminative approach to aam fitting. In: IEEE 11th International Conference on Computer Vision, ICCV 2007, pp. 1\u20138. IEEE (2007)","DOI":"10.1109\/ICCV.2007.4409106"},{"key":"39_CR16","doi-asserted-by":"crossref","unstructured":"Saragih, J.M., Lucey, S., Cohn, J.F.: Deformable model fitting with a mixture of local experts. In: 2009 IEEE 12th International Conference on Computer Vision, pp. 2248\u20132255. IEEE (2009)","DOI":"10.1109\/ICCV.2009.5459461"},{"issue":"12","key":"39_CR17","doi-asserted-by":"publisher","first-page":"1625","DOI":"10.1109\/TMI.2007.898808","volume":"26","author":"K. Sjostrand","year":"2007","unstructured":"Sjostrand, K., Rostrup, E., Ryberg, C., Larsen, R., Studholme, C., Baezner, H., Ferro, J., Fazekas, F., Pantoni, L., Inzitari, D., et al.: Sparse decomposition and modeling of anatomical shape variation. IEEE Transactions on Medical Imaging\u00a026(12), 1625\u20131635 (2007)","journal-title":"IEEE Transactions on Medical Imaging"},{"key":"39_CR18","doi-asserted-by":"crossref","unstructured":"Yang, L., Georgescu, B., Zheng, Y., Meer, P., Comaniciu, D.: 3d ultrasound tracking of the left ventricle using one-step forward prediction and data fusion of collaborative trackers. In: IEEE Conference on Computer Vision and Pattern Recognition, CVPR 2008, pp. 1\u20138. IEEE (2008)","DOI":"10.1109\/CVPR.2008.4587518"},{"key":"39_CR19","doi-asserted-by":"crossref","unstructured":"Zhang, S., Zhan, Y., Dewan, M., Huang, J., Metaxas, D.N., Zhou, X.S.: Sparse shape composition: A new framework for shape prior modeling. In: 2011 IEEE Conference on Computer Vision and Pattern Recognition (CVPR), pp. 1025\u20131032. IEEE (2011)","DOI":"10.1109\/CVPR.2011.5995322"},{"key":"39_CR20","doi-asserted-by":"crossref","unstructured":"Zheng, Y., Georgescu, B., Ling, H., Zhou, S.K., Scheuering, M., Comaniciu, D.: Constrained marginal space learning for efficient 3d anatomical structure detection in medical images. In: IEEE Conference on Computer Vision and Pattern Recognition, CVPR 2009, pp. 194\u2013201. IEEE (2009)","DOI":"10.1109\/CVPR.2009.5206807"}],"container-title":["Lecture Notes in Computer Science","Computer Vision \u2013 ECCV 2014"],"original-title":[],"language":"en","link":[{"URL":"http:\/\/link.springer.com\/content\/pdf\/10.1007\/978-3-319-10578-9_39","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2025,5,4]],"date-time":"2025-05-04T05:31:21Z","timestamp":1746336681000},"score":1,"resource":{"primary":{"URL":"http:\/\/link.springer.com\/10.1007\/978-3-319-10578-9_39"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2014]]},"ISBN":["9783319105772","9783319105789"],"references-count":20,"URL":"https:\/\/doi.org\/10.1007\/978-3-319-10578-9_39","relation":{},"ISSN":["0302-9743","1611-3349"],"issn-type":[{"type":"print","value":"0302-9743"},{"type":"electronic","value":"1611-3349"}],"subject":[],"published":{"date-parts":[[2014]]}}}