Research Article

Sparse Representation of Deformable 3D Organs with Spherical Harmonics and Structured Dictionary

Table 8

Sparsity ( 𝜇 / 𝜎 ) along 𝑋 , 𝑌 , 𝑍 axis and accuracy of in vivo LV tests.

𝑋 ( 𝜇 / 𝜎 ) 𝑌 ( 𝜇 / 𝜎 ) 𝑍 ( 𝜇 / 𝜎 ) EOF (%)Haus (mm)

Ex1 train (SRDS)37.0/0.0 35.4/0.5 31.7/9.00.130.08
Ex1 test (SRDS)37.0/0.036.0/0.0 34.6/1.53.211.07
Ex1 test (OSP)33.3/10.536.8/2.633.8/9.22.920.98

Ex2 train (SRDS)35.4/7.4 32.8/14.1 32.4/3.30.170.10
Ex2 test (SRDS)38.0/0.037.0/0.0 34.0/0.02.311.15
Ex2 test (OSP)32.1/6.324.0/10.532.3/6.51.931.07

Ex3 train (SRDS) 36.7/3.238.8/1.538.4/0.5 0.120.07
Ex3 test (SRDS) 39.6/1.240.0/0.0 38.8/0.42.331.09
Ex3 test (OSP)32.7/11.533.4/11.330.1/12.2 1.980.99