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Volumn 8151 LNCS, Issue PART 3, 2013, Pages 57-65

Segmentation of 4D echocardiography using stochastic online dictionary learning

Author keywords

[No Author keywords available]

Indexed keywords

COMPUTATIONAL COSTS; CORRESPONDING WEIGHTS; DICTIONARY LEARNING; ECHOCARDIOGRAPHIC IMAGES; MEMORY CONSUMPTION; ONLINE DICTIONARY LEARNING; SPATIOTEMPORAL COHERENCE; STOCHASTIC APPROXIMATIONS;

EID: 84888805323     PISSN: 03029743     EISSN: 16113349     Source Type: Book Series    
DOI: 10.1007/978-3-642-40760-4_8     Document Type: Conference Paper
Times cited : (3)

References (11)
  • 2
    • 0036879771 scopus 로고    scopus 로고
    • Automatic segmentation of echocardiographic sequences by active appearance motion models
    • Bosch, J.G., Mitchell, S.C., Lelieveldt, B.P.F., Nijland, F., Kamp, O., Sonka, M., Reiber, J.H.C.: Automatic segmentation of echocardiographic sequences by active appearance motion models. IEEE TMI 21(11), 1374-1383 (2002)
    • (2002) IEEE TMI , vol.21 , Issue.11 , pp. 1374-1383
    • Bosch, J.G.1    Mitchell, S.C.2    Lelieveldt, B.P.F.3    Nijland, F.4    Kamp, O.5    Sonka, M.6    Reiber, J.H.C.7
  • 3
    • 0036489380 scopus 로고    scopus 로고
    • A shape-space based approach to tracking myocardial borders and quantifying regional left ventricular function applied in echocardiography
    • Jacob, G., Noble, J.A., Behrenbruch, C.P., Kelion, A.D., Banning, A.P.: A shape-space based approach to tracking myocardial borders and quantifying regional left ventricular function applied in echocardiography. IEEE TMI 21(3), 226-238 (2002)
    • (2002) IEEE TMI , vol.21 , Issue.3 , pp. 226-238
    • Jacob, G.1    Noble, J.A.2    Behrenbruch, C.P.3    Kelion, A.D.4    Banning, A.P.5
  • 4
    • 26444487670 scopus 로고    scopus 로고
    • Segmenting and tracking the left ventricle by learning the dynamics in cardiac images
    • Christensen, G.E., Sonka, M. (eds.) IPMI 2005. Springer, Heidelberg
    • Sun, W., Çetin, M., Chan, R., Reddy, V., Holmvang, G., Chandar, V., Willsky, A.S.: Segmenting and tracking the left ventricle by learning the dynamics in cardiac images. In: Christensen, G.E., Sonka, M. (eds.) IPMI 2005. LNCS, vol. 3565, pp. 553-565. Springer, Heidelberg (2005)
    • (2005) LNCS , vol.3565 , pp. 553-565
    • Sun, W.1    Çetin, M.2    Chan, R.3    Reddy, V.4    Holmvang, G.5    Chandar, V.6    Willsky, A.S.7
  • 5
    • 77952263728 scopus 로고    scopus 로고
    • A dynamical shape prior for LV segmentation from RT3D echocardiography
    • Yang, G.-Z., Hawkes, D., Rueckert, D., Noble, A., Taylor, C. (eds.) MICCAI 2009, Part I. Springer, Heidelberg
    • Zhu, Y., Papademetris, X., Sinusas, A.J., Duncan, J.S.: A dynamical shape prior for LV segmentation from RT3D echocardiography. In: Yang, G.-Z., Hawkes, D., Rueckert, D., Noble, A., Taylor, C. (eds.) MICCAI 2009, Part I. LNCS, vol. 5761, pp. 206-213. Springer, Heidelberg (2009)
    • (2009) LNCS , vol.5761 , pp. 206-213
    • Zhu, Y.1    Papademetris, X.2    Sinusas, A.J.3    Duncan, J.S.4
  • 6
    • 84872911902 scopus 로고    scopus 로고
    • A Dynamical Appearance Model Based on Multiscale Sparse Representation: Segmentation of the Left Ventricle from 4D Echocardiography
    • Ayache, N., Delingette, H., Golland, P., Mori, K. (eds.) MICCAI 2012, Part III. Springer, Heidelberg
    • Huang, X., Dione, D.P., Compas, C.B., Papademetris, X., Lin, B.A., Sinusas, A.J., Duncan, J.S.: A Dynamical Appearance Model Based on Multiscale Sparse Representation: Segmentation of the Left Ventricle from 4D Echocardiography. In: Ayache, N., Delingette, H., Golland, P., Mori, K. (eds.) MICCAI 2012, Part III. LNCS, vol. 7512, pp. 58-65. Springer, Heidelberg (2012)
    • (2012) LNCS , vol.7512 , pp. 58-65
    • Huang, X.1    Dione, D.P.2    Compas, C.B.3    Papademetris, X.4    Lin, B.A.5    Sinusas, A.J.6    Duncan, J.S.7
  • 7
    • 84859911842 scopus 로고    scopus 로고
    • Segmentation of left ventricles from echocardiographic sequences via sparse appearance representation
    • Huang, X., Lin, B.A., Compas, C.B., Sinusas, A.J., Staib, L.H., Duncan, J.S.: Segmentation of left ventricles from echocardiographic sequences via sparse appearance representation. In: MMBIA, pp. 305-312 (2012)
    • (2012) MMBIA , pp. 305-312
    • Huang, X.1    Lin, B.A.2    Compas, C.B.3    Sinusas, A.J.4    Staib, L.H.5    Duncan, J.S.6
  • 8
    • 33750383209 scopus 로고    scopus 로고
    • K-SVD: An algorithm for designing overcomplete dictionaries for sparse representation
    • Aharon, M., Elad, M., Bruckstein, A.: K-SVD: An algorithm for designing overcomplete dictionaries for sparse representation. IEEE TSP 54(11), 4311-4322 (2006)
    • (2006) IEEE TSP , vol.54 , Issue.11 , pp. 4311-4322
    • Aharon, M.1    Elad, M.2    Bruckstein, A.3
  • 9
    • 71149119964 scopus 로고    scopus 로고
    • Online dictionary learning for sparse coding
    • Mairal, J., Bach, F., Ponce, J., Sapiro, G.: Online dictionary learning for sparse coding. In: ICML, p. 87 (2009)
    • (2009) ICML , pp. 87
    • Mairal, J.1    Bach, F.2    Ponce, J.3    Sapiro, G.4
  • 10
    • 84872932973 scopus 로고    scopus 로고
    • Shape prior modeling using sparse representation and online dictionary learning
    • Ayache, N., Delingette, H., Golland, P., Mori, K. (eds.) MICCAI 2012, Part III. Springer, Heidelberg
    • Zhang, S., Zhan, Y., Zhou, Y., Uzunbas, M., Metaxas, D.N.: Shape prior modeling using sparse representation and online dictionary learning. In: Ayache, N., Delingette, H., Golland, P., Mori, K. (eds.) MICCAI 2012, Part III. LNCS, vol. 7512, pp. 435-442. Springer, Heidelberg (2012)
    • (2012) LNCS , vol.7512 , pp. 435-442
    • Zhang, S.1    Zhan, Y.2    Zhou, Y.3    Uzunbas, M.4    Metaxas, D.N.5
  • 11
    • 84983110889 scopus 로고
    • A desicion-theoretic generalization of on-line learning and an application to boosting
    • Vitányi, P.M.B. (ed.) EuroCOLT 1995. Springer, Heidelberg
    • Freund, Y., Schapire, R.: A desicion-theoretic generalization of on-line learning and an application to boosting. In: Vitányi, P.M.B. (ed.) EuroCOLT 1995. LNCS, vol. 904, pp. 23-37. Springer, Heidelberg (1995)
    • (1995) LNCS , vol.904 , pp. 23-37
    • Freund, Y.1    Schapire, R.2


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.