메뉴 건너뛰기




Volumn 7009 LNCS, Issue , 2011, Pages 75-82

Learning optical flow propagation strategies using random forests for fast segmentation in dynamic 2D & 3D echocardiography

Author keywords

[No Author keywords available]

Indexed keywords

3D ECHOCARDIOGRAPHY; AUTOMATIC SEGMENTATIONS; BEST STRATEGY; CLINICAL DIAGNOSIS; ECHOCARDIOGRAPHIC SEQUENCES; HEART FUNCTION; LEFT VENTRICULAR MYOCARDIUMS; PROPAGATION STRATEGIES; QUANTITATIVE DATA; RANDOM FOREST CLASSIFIER; RANDOM FORESTS; SEGMENTATION RESULTS;

EID: 80054006970     PISSN: 03029743     EISSN: 16113349     Source Type: Book Series    
DOI: 10.1007/978-3-642-24319-6_10     Document Type: Conference Paper
Times cited : (4)

References (18)
  • 1
    • 33746885878 scopus 로고    scopus 로고
    • Ultrasound image segmentation: A survey
    • Noble, J., Boukerroui, D.: Ultrasound image segmentation: a survey. IEEE Trans. Med. Imaging 25(8), 987-1010 (2006)
    • (2006) IEEE Trans. Med. Imaging , vol.25 , Issue.8 , pp. 987-1010
    • Noble, J.1    Boukerroui, D.2
  • 2
    • 0036770503 scopus 로고    scopus 로고
    • Left ventricular volume estimation for real-time three-dimensional echocardiography
    • Corsi, C., Saracino, G., et al.: Left ventricular volume estimation for real-time three-dimensional echocardiography. IEEE TMI 21(9), 1202-1208 (2002)
    • (2002) IEEE TMI , vol.21 , Issue.9 , pp. 1202-1208
    • Corsi, C.1    Saracino, G.2
  • 3
    • 24944587191 scopus 로고    scopus 로고
    • Segmentation of real-time three-dimensional ultrasound for quantification of ventricular function
    • Angelini, E.D., Homma, S., Pearson, G., Holmes, J.W., Laine, A.F.: Segmentation of real-time three-dimensional ultrasound for quantification of ventricular function. Ultrasound Med. Biol. 31(9), 1143-1158 (2005)
    • (2005) Ultrasound Med. Biol. , vol.31 , Issue.9 , pp. 1143-1158
    • Angelini, E.D.1    Homma, S.2    Pearson, G.3    Holmes, J.W.4    Laine, A.F.5
  • 4
    • 77949345995 scopus 로고    scopus 로고
    • Automated border detection in three-dimensional echocardiography
    • Leung, K.E., Bosch, J.G.: Automated border detection in three-dimensional echocardiography. Eur. J. Echocardiogr. 11(2), 97-108 (2010)
    • (2010) Eur. J. Echocardiogr. , vol.11 , Issue.2 , pp. 97-108
    • Leung, K.E.1    Bosch, J.G.2
  • 5
    • 77951633192 scopus 로고    scopus 로고
    • A coupled deformable model for tracking myocardial borders from real-time echocardiography using an incompressibility constraint
    • Zhu, Y., Papademetris, X., Sinusas, A.J., Duncan, J.S.: A coupled deformable model for tracking myocardial borders from real-time echocardiography using an incompressibility constraint. Med. Image Anal. 14(3), 429-448 (2010)
    • (2010) Med. Image Anal. , vol.14 , Issue.3 , pp. 429-448
    • Zhu, Y.1    Papademetris, X.2    Sinusas, A.J.3    Duncan, J.S.4
  • 6
    • 79551685781 scopus 로고    scopus 로고
    • LV motion tracking from 3D echocardiography using textural and structural information
    • Ayache, N., Ourselin, S., Maeder, A. (eds.) MICCAI 2007, Part II Springer, Heidelberg
    • Myronenko, A., Song, X., Sahn, D.J.: LV motion tracking from 3D echocardiography using textural and structural information. In: Ayache, N., Ourselin, S., Maeder, A. (eds.) MICCAI 2007, Part II. LNCS, vol. 4792, pp. 428-435. Springer, Heidelberg (2007)
    • (2007) LNCS , vol.4792 , pp. 428-435
    • Myronenko, A.1    Song, X.2    Sahn, D.J.3
  • 7
    • 0035478854 scopus 로고    scopus 로고
    • Random forests
    • Breiman, L.: Random forests. Machine Learning 45(1), 5-32 (2001)
    • (2001) Machine Learning , vol.45 , Issue.1 , pp. 5-32
    • Breiman, L.1
  • 8
    • 0001492549 scopus 로고    scopus 로고
    • Shape quantization and recognition with randomized trees
    • Amit, Y., Geman, D.: Shape quantization and recognition with randomized trees. Neural Comput. 9(7), 1545-1588 (1997)
    • (1997) Neural Comput. , vol.9 , Issue.7 , pp. 1545-1588
    • Amit, Y.1    Geman, D.2
  • 9
    • 54249156699 scopus 로고    scopus 로고
    • Segmentation of SBFSEMvolume data of neural tissue by hierarchical classification
    • Rigoll, G. (ed.) DAGM 2008 Springer, Heidelberg
    • Andres, B., Köthe,U., Helmstaedter,M., Denk,W., Hamprecht, F.A.: Segmentation of SBFSEMvolume data of neural tissue by hierarchical classification. In: Rigoll, G. (ed.) DAGM 2008. LNCS, vol. 5096, pp. 142-152. Springer, Heidelberg (2008)
    • (2008) LNCS , vol.5096 , pp. 142-152
    • Andres, B.1    Köthe, U.2    Helmstaedter, M.3    Denk, W.4    Hamprecht, F.A.5
  • 10
    • 79551686618 scopus 로고    scopus 로고
    • Discriminative, semantic segmentation of braintissueinMRimages
    • Yang,G.-Z.,Hawkes,D.,Rueckert,D.,Noble,A.,Taylor, C. (eds.) MICCAI 2009 Springer,Heidelberg
    • Yi, Z., Criminisi, A., Shotton, J., Blake, A.:Discriminative, semantic segmentation of braintissueinMRimages.In:Yang,G.-Z.,Hawkes,D.,Rueckert,D.,Noble, A.,Taylor, C. (eds.) MICCAI 2009. LNCS, vol. 5762, pp. 558-565. Springer,Heidelberg (2009)
    • (2009) LNCS , vol.5762 , pp. 558-565
    • Yi, Z.1    Criminisi, A.2    Shotton, J.3    Blake, A.4
  • 11
    • 68849096223 scopus 로고    scopus 로고
    • Random forest classification for automatic delineation of myocardium in real-time 3D echocardiography
    • Ayache, N., Delingette, H., Sermesant, M. (eds.) FIMH 2009 Springer, Heidelberg
    • Lempitsky, V., Verhoek, M., Noble, J.A., Blake, A.: Random forest classification for automatic delineation of myocardium in real-time 3D echocardiography. In: Ayache, N., Delingette, H., Sermesant, M. (eds.) FIMH 2009. LNCS, vol. 5528, pp. 447-456. Springer, Heidelberg (2009)
    • (2009) LNCS , vol.5528 , pp. 447-456
    • Lempitsky, V.1    Verhoek, M.2    Noble, J.A.3    Blake, A.4
  • 12
    • 79958012408 scopus 로고    scopus 로고
    • Spatial decision forests for MS lesion segmentation in multi-channel MR images
    • Jiang, T., Navab, N., Pluim, J.P.W., Viergever, M.A. (eds.) MICCAI 2010 Springer, Heidelberg
    • Geremia, E., Menze, B.H., Clatz, O., Konukoglu, E., Criminisi, A., Ayache, N.: Spatial decision forests for MS lesion segmentation in multi-channel MR images. In: Jiang, T., Navab, N., Pluim, J.P.W., Viergever, M.A. (eds.) MICCAI 2010. LNCS, vol. 6361, pp. 111-118. Springer, Heidelberg (2010)
    • (2010) LNCS , vol.6361 , pp. 111-118
    • Geremia, E.1    Menze, B.H.2    Clatz, O.3    Konukoglu, E.4    Criminisi, A.5    Ayache, N.6
  • 13
    • 33744584654 scopus 로고
    • Induction of decision trees
    • Quinlan, J.R.: Induction of decision trees. Machine Learning 1, 81-106 (1986)
    • (1986) Machine Learning , vol.1 , pp. 81-106
    • Quinlan, J.R.1
  • 14
    • 33749254096 scopus 로고    scopus 로고
    • An empirical comparison of supervised learning algorithms
    • ACM, New York
    • Caruana, R., Niculescu-Mizil, A.: An empirical comparison of supervised learning algorithms. In: ICML 2006, pp. 161-168. ACM, New York (2006)
    • (2006) ICML 2006 , pp. 161-168
    • Caruana, R.1    Niculescu-Mizil, A.2
  • 15
    • 6944257066 scopus 로고    scopus 로고
    • Lucas/Kanade meets Horn/Schunck: Combining local and global optic flow methods
    • Bruhn, A., Weickert, J., Schnörr, C.: Lucas/Kanade meets Horn/Schunck: combining local and global optic flow methods. Int. J. Comp. Vision 61(3), 1-21 (2005)
    • (2005) Int. J. Comp. Vision , vol.61 , Issue.3 , pp. 1-21
    • Bruhn, A.1    Weickert, J.2    Schnörr, C.3
  • 16
    • 51949114829 scopus 로고    scopus 로고
    • Semantic texton forests for image categorization and segmentation
    • Shotton, J., Johnson, M., Cipolla, R.: Semantic texton forests for image categorization and segmentation. In: CVPR 2008, pp. 1-8 (2008)
    • (2008) CVPR 2008 , pp. 1-8
    • Shotton, J.1    Johnson, M.2    Cipolla, R.3
  • 17
    • 56749102367 scopus 로고    scopus 로고
    • Implementing decision trees and forests on a GPU
    • Forsyth, D., Torr, P., Zisserman, A. (eds.) ECCV 2008, Part IV Springer, Heidelberg
    • Sharp, T.: Implementing decision trees and forests on a GPU. In: Forsyth, D., Torr, P., Zisserman, A. (eds.) ECCV 2008, Part IV. LNCS, vol. 5305, pp. 595-608. Springer, Heidelberg (2008)
    • (2008) LNCS , vol.5305 , pp. 595-608
    • Sharp, T.1
  • 18
    • 51849140966 scopus 로고    scopus 로고
    • Realtime phase-based optical flow on the GPU
    • Pauwels, K., Hulle, M.V.: Realtime phase-based optical flow on the GPU. In: CVPRW 2008, pp. 1-8 (2008)
    • (2008) CVPRW 2008 , pp. 1-8
    • Pauwels, K.1    Hulle, M.V.2


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.