3D reconstruction of the human rib cage from 2D projection images using a statistical shape model

International Journal of Computer Assisted Radiology and Surgery

Volumn 5, Issue 2, 2010, Pages 111-124

  Dworzak, Jalda ^a   Lamecker, Hans ^a   Von Berg, Jens ^b   Klinder, Tobias ^b   Lorenz, Cristian ^b   Kainmüller, Dagmar ^a   Seim, Heiko ^a   Hege, Hans Christian ^a   Zachow, Stefan ^a  

^a ZUSE INSTITUTE BERLIN   (Germany)

^b PHILIPS RESEARCH LABORATORIES   (Germany)

Author keywords

3D pose difference; Biplanar projection images; Distance measure; Geometry reconstruction

Indexed keywords

ANALYTICAL ERROR; ARTICLE; CONTROLLED STUDY; GEOMETRY; IMAGE ANALYSIS; IMAGE PROCESSING; IMAGE RECONSTRUCTION; PRIORITY JOURNAL; STATISTICAL MODEL; THORAX; THORAX RADIOGRAPHY; THREE DIMENSIONAL IMAGING;

EID: 77649234038     PISSN: 18616410     EISSN: 18616429     Source Type: Journal    
DOI: 10.1007/s11548-009-0390-2     Document Type: Article

References (32)

1. B van Ginneken B Ter Haar Romeny M Viergever 2001 Computer-aided diagnosis in chest radiography: a survey IEEE Trans Med Imaging 20 12 1228 1241 10.1109/42.974918 11811823 (Pubitemid 34129759)
2. A Kano K Doi H MacMahon DD Hassell ML Giger 1994 Digital image subtraction of temporally sequential chest images for detection of interval change Med Phys 21 453 461 10.1118/1.597308 1:STN:280:DyaK2c3mvVCisg%3D%3D 8208221 (Pubitemid 24094961)
3. S Kakeda K Kamada Y Hatakeyama T Aoki Y Korogi S Katsuragawa K Doi 2006 Effect of temporal subtraction technique on interpretation time and diagnostic accuracy of chest radiography Am J Roentgenol 187 5 1253 1259 10.2214/AJR.05.1270 (Pubitemid 44630829)
4. von Berg J, Manke D, Schaefer-Prokop C, Neitzel U (2008) Impact of patient pose differences on subtle interval change detection by temporal subtraction in chest radiographs. A phantom study, Eur Radiol 18, Suppl 1. In: Proceedings of ECR 2008, p 212
5. J Dubousset G Charpak I Dorion W Skalli F Lavaste J Deguise G Kalifa S Ferey 2005 A new 2D and 3D imaging approach to musculoskeletal physiology and pathology with low-dose radiation and the standing position: the EOS system Bull Acad Natl Med 189 287 297 16114859
6. S Bertrand S Laporte S Parent W Skalli D Mitton 2008 Three-dimensional reconstruction of the rib cage from biplanar radiography ITBM-RBM 29 4 278 286
7. B van Ginneken BM Ter Haar Romeny 2000 Automatic delineation of ribs in frontal chest radiograph Proc SPIE 3979 825 836 10.1117/12.387746
8. Z Yue A Goshtasby L Ackerman 1995 Automatic detection of rib borders in chest radiographs IEEE Trans Med Imaging 14 3 525 536 10.1109/42.414618 1:STN:280:DC%2BD1c%2FmtlOjsg%3D%3D 18215857
9. M Loog B van Ginneken 2006 Segmentation of the posterior ribs in chest radiographs using iterated contextual pixel classification IEEE Trans Med Imaging 25 602 611 10.1109/TMI.2006.872747 16689264
10. Park M, Jin JS, Wilson LS (2003) Detection and labeling ribs on expiration chest radiographs. Medical Imaging 2003: Physics of Medical Imaging. In: Proceedings of the SPIE, vol 5030, pp 1021-1031
11. WJ Rucklidge 1997 Efficiently locating objects using the Hausdorff distance Int J Comput Vis 24 251 270 10.1023/A:1007975324482
12. Dubuisson M, Jain A (1994) A modified Hausdorff distance for object matching Pattern Recognition. In: Proceedings of the 12th IAPR international conference on computer vision and imaging process, vol 1, pp 566-568
13. P Besl H McKay 1992 A method for registration of 3-D shapes IEEE Trans Pattern Anal Mach Intell 14 2 239 256 10.1109/34.121791
14. Feldmar J, Ayache N, Betting F (1995) 3D-2D projective registration of free-form curves and surfaces. ICCV'95, p 549
15. Fleute M, Lavallée S (1999) Nonrigid 3-D/2-D registration of images using statistical models. MICCAI 1999. LNCS, vol 1679, pp 138-147
16. Lamecker H, Wenckebach TH, Hege HC (2006) Atlas-based 3D-shape reconstruction from X-ray images. In: Proceedings of the international conference on pattern recognition (ICPR2006), Bd vol I. IEEE Comput Society, Los Alamitos, pp 371-374
17. Zheng G (2006) Reconstruction of patient-specific 3D bone model from biplanar X-ray images and point distribution models. ICIP06, pp 1197-1200
18. Rusinkiewicz S, Levoy M (2001) Efficient variants of the ICP algorithm. In: Proceedings of the international conference on 3-D digital imaging and modeling, pp 145-152
19. S Lavallée R Szeliski 1995 Recovering the position and orientation of free-form objects from image contours using 3D distance maps IEEE Trans Pattern Anal Mach Intell 17 4 378 390 10.1109/34.385980
20. Cyr C, Kamal A, Sebastian T, Kimia B (2000) 2D-3D registration based on shape matching. In: Proceedings of the IEEE Workshop on mathematical methods in biomedical image analysis, pp 198-203
21. Bhunre P, Leow WK, Howe TS (2007) Recovery of 3D Pose of Bones in Single 2D X-ray Images. In: IEEE workshop on applications of computer vision, WACV '07, p 48
22. TF Cootes CJ Taylor DH Cooper J Graham 1995 Active shape models-their training and application Comput Vis Image Underst 61 1 38 59 10.1006/cviu.1995.1004
23. S Benameur M Mignotte F Destrempes JA De Guise 2005 Three-dimensional biplanar reconstruction of scoliotic rib cage using the estimation of a mixture of probabilistic prior models IEEE Trans Biomed Eng 52 10 1713 1728 10.1109/TBME.2005.855717 16235657 (Pubitemid 41433721)
24. M Mahfouz A Badawi EEA Fatah M Kuhn B Merkl 2006 Reconstruction of 3D patient-specific bone models from biplanar X-ray images utilizing morphometric measurements Proc Int Conf Image Process Comput Vis Pattern Recognit IPCV 2 345 349
25. J Danserau IAF Srokest 1988 Measurements of the three-dimensional shape of the rib cage J Biomech 21 893 901 10.1016/0021-9290(88)90127-3 (Pubitemid 19008965)
26. Marzan GT (1976) Rational design for close-range photogrammetry. PhD Thesis, Department of Civil Engineering, University of Illinois at Urbana-Champaign
27. S Delorme Y Petit J de Guise H Labelle C Aubin J Dansereau 2003 Assessment of the 3-D reconstruction and high-resolution geometrical modeling of the human skeletal trunk from 2-D radiographic images IEEE Trans Biomed Eng 50 8 989 998 10.1109/TBME.2003.814525 1:STN:280:DC%2BD3szlvFersw%3D%3D 12892326 (Pubitemid 36926259)
28. J Novosad F Cheriet Y Petit H Labelle 2004 Three-dimensional (3-D) reconstruction of the spine from a single X-ray image and prior vertebra models IEEE Trans Biomed Eng 51 9 1628 1639 10.1109/TBME.2004.827537 15376511 (Pubitemid 39106859)
29. D Mitton K Zhao S Bertrand CF Zhao S Laporte C Yang KN An W Skallia 2008 3D reconstruction of the ribs from lateral and frontal X-rays in comparison to 3D CT-scan reconstruction J Biomech 41 706 710 10.1016/j.jbiomech.2007.09.034 17981286 (Pubitemid 351179708)
30. Dworzak J, Lamecker H, von Berg J, Klinder T, Lorenz H, Kainmüller D, Seim H, Hege HC, Zachow S (2008) Towards Model-based 3-D Reconstruction of the Human Rib Cage from Radiographs. In: Proc 7. Jahrestag der Dtsch Ges für Computer- und Roboterassistierte Chirurgie (CURAC), pp 193-196
31. Klinder T, Lorenz C, von Berg J, Dries SPM, Bülow T, Ostermann J (2007) Automated model-based rib cage segmentation and labeling in CT images. MICCAI 2007, Part II. LNCS, vol 4792, pp 195-202
32. Rohlfing T (2000) Multimodale Datenfusion für die bildgesteuerte Neurochirurgie und Strahlentherapie. PhD Thesis, Technische Universität Berlin