Maximum A posteriori estimation of isotropic high-resolution volumetric MRI from orthogonal thick-slice scans

Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)

Volumn 6362 LNCS, Issue PART 2, 2010, Pages 109-116

  Gholipour, Ali ^a   Estroff, Judy A ^a   Sahin, Mustafa ^a   Prabhu, Sanjay P ^a   Warfield, Simon K ^a  

^a BOSTON CHILDREN S HOSPITAL   (United States)

Author keywords

MAP estimation; super resolution; volume reconstruction

Indexed keywords

ACQUISITION MODELS; ANALYSIS AND EVALUATION; HIGH RESOLUTION; IMAGE GRADIENTS; MAP ESTIMATION; MAXIMUM A POSTERIORI ESTIMATION; MAXIMUM-LIKELIHOOD RECONSTRUCTION; MRI RECONSTRUCTION; MRI SCAN; PROBABILISTIC FORMULATION; PULSE SEQUENCE; SCATTERED DATA INTERPOLATION; SIGNAL TO NOISE; SUPER RESOLUTION; VOLUME ESTIMATIONS; VOLUME RECONSTRUCTION;

ESTIMATION; MAXIMUM LIKELIHOOD ESTIMATION; MEDICAL COMPUTING; MEDICAL IMAGING; OPTICAL RESOLVING POWER; RESONANCE; VOLUME MEASUREMENT;

MAGNETIC RESONANCE IMAGING;

ALGORITHM; ANATOMY; ANISOTROPY; ARTICLE; AUTOMATED PATTERN RECOGNITION; COMPUTER ASSISTED DIAGNOSIS; HUMAN; IMAGE ENHANCEMENT; METHODOLOGY; NUCLEAR MAGNETIC RESONANCE IMAGING; REPRODUCIBILITY; SENSITIVITY AND SPECIFICITY; THREE DIMENSIONAL IMAGING;

ALGORITHMS; ANATOMY, CROSS-SECTIONAL; ANISOTROPY; HUMANS; IMAGE ENHANCEMENT; IMAGE INTERPRETATION, COMPUTER-ASSISTED; IMAGING, THREE-DIMENSIONAL; MAGNETIC RESONANCE IMAGING; PATTERN RECOGNITION, AUTOMATED; REPRODUCIBILITY OF RESULTS; SENSITIVITY AND SPECIFICITY;

EID: 84055160787     PISSN: 03029743     EISSN: 16113349     Source Type: Book Series    
DOI: 10.1007/978-3-642-15745-5_14     Document Type: Conference Paper

References (9)

1. Jiang, S., Xue, H., Glover, A., Rutherford, M., Rueckert, D., Hajnal, J.: MRI of moving subjects using multislice snapshot images with volume reconstruction (SVR): application to fetal, neonatal, and adult brain studies. IEEE Transactions on Medical Imaging 26(7), 967-980 (2007) (Pubitemid 47147244)
2. Greenspan, H., Oz, G., Kiryati, N., Peled, S.: MRI inter-slice reconstruction using super-resolution. Magnetic Resonance Imaging 20(5), 437-446 (2002)
3. Rousseau, F., Glenn, O., Iordanova, B., Rodriguez-Carranza, C., Vigneron, D., Barkovich, J., Studholme, C.: Registration-based approach for reconstruction of high-resolution in utero fetal MR brain images. Acad. Radiol. 13, 1072-1081 (2006)
4. Kim, K., Habas, P., Rousseau, F., Glenn, O., Barkovich, A., Studholme, C.: Intersection based motion correction of multi-slice MRI for 3d in utero fetal brain image formation. IEEE Transactions on Medical Imaging 29(1), 146-158 (2010)
5. Park, S.C., Park, M.K., Kang, M.G.: Super-resolution image reconstruction: a technical overview. IEEE Signal Processing Magazine 20(3), 21-36 (2003)
6. Farsiu, S., Robinson, M., Elad, M., Milanfar, P.: Fast and robust multiframe super resolution. IEEE Transactions on Image Processing 13(10), 1327-1344 (2004)
7. Collins, D., Zijdenbos, A., Kollokian, V., Sled, J., Kabani, N., Holmes, C., Evans, A.: Design and construction of a realistic digital brain phantom. IEEE Transactions on Medical Imaging 17(3), 463-468 (1998)
8. Robinson, D., Milanfar, P.: Statistical performance analysis of super-resolution. IEEE Transactions on Image Processing 15(6), 1413-1428 (2006)
9. Subbarao, M., Choi, T., Nikzad, A.: Focusing techniques. Journal of Optical Engineering 32, 2824-2836 (1992)