Docteur de l'université Automatic Segmentation and Shape Analysis ...

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104 Chapter 4 Statistical shape model of Hippocampus RMS (mm) Hausdorff distance (mm) 0.1 0.2 0.3 0.4 0.5 0.5 1.0 1.5 2.0 2.5 ● ● ● ● ● ● ● ● ● ● ● ● ● ● 0.0 0.2 0.4 0.6 0.8 1.0 1.2 ● ● ● ● ● ● ● ● β (a) RMS error ● ● ● ● ● ● ● ● 0.0 0.2 0.4 0.6 0.8 1.0 1.2 β (b) Hausdorff distance Figure 4.12: The precision of the model reconstruction with the estimated shape parameter. The errors were measured on the average of 40 unseen cases in the testing set. Black: Asymmetric estimator; red: symmetric estimator. ● ● ● ● ● ● ● ● ● ●
Chapter 4 Statistical shape model of Hippocampus 105 (a) Initial (b) α = 0, β = 0 (c) α = 0, β = 0.2 (d) α = 1, β = 0.2 Figure 4.13: An example of reconstruction from estimated shape parameters. Blue: target shape surface; red: SSM generated reconstruction. (a) Mean shape with only similarity pose estimation. (b) RMS 0.173mm, Hausdorff distance 1.48mm. (c) RMS 0.211mm, Hausdorff distance 1.56mm. (d) RMS 0.188mm, Hausdorff distance 0.970mm.
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UNIVERSITE DE BOURGOGNE U.F.R. SCIE
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Résumé L’objectif de cette thè
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Abstract The aim of this thesis is
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TABLE DES MATIÈRES Acknowledgement
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TABLE DES MATIÈRES xi 4.1.4.3 Spec
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LISTE DES FIGURES 1.1 Cortical atro
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LISTE DES FIGURES xvii 5.6 The accu
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4 Chapter 1 Introduction .β.α .γ
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Chapter 2 Literature Review 35 2.2.
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44 Chapter 3 Hippocampal segmentati
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Page 164 and 165: 146 BIBLIOGRAPHY Alzheimer, A. (191
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154 BIBLIOGRAPHY Cootes, T. F., Tay
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156 BIBLIOGRAPHY head in MR images
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158 BIBLIOGRAPHY Evans, A. C., Coll
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BIBLIOGRAPHY 161 Ghanei, A., Soltan
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BIBLIOGRAPHY 163 Heckemann, R. A.,
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BIBLIOGRAPHY 165 R. C. (2003). MRI
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BIBLIOGRAPHY 167 Konrad, C., Ukas,
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BIBLIOGRAPHY 169 Mahony, R. and Man
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BIBLIOGRAPHY 171 disease, mild cogn
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BIBLIOGRAPHY 173 Petersen, R. C., S
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BIBLIOGRAPHY 175 Rorden, C. and Bre
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BIBLIOGRAPHY 177 Shen, K., Bourgeat
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BIBLIOGRAPHY 179 Barillot, C., Hayn
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BIBLIOGRAPHY 181 Tzourio-Mazoyer, N
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BIBLIOGRAPHY 183 Vos, F. M., de Bru
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BIBLIOGRAPHY 185 Woolrich, M. W., J
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