Bayesian estimation of optimal craniofacial reconstructions

Forensic Science International

Volumn 201, Issue 1-3, 2010, Pages 146-152

  Claes, Peter ^a   Vandermeulen, Dirk ^b   De Greef, Sven ^c   Willems, Guy ^c   Clement, John Gerald ^a   Suetens, Paul ^b  

^a UNIVERSITY OF MELBOURNE   (Australia)

^b UNIVERSITY OF LEUVEN   (Belgium)

^c DEPARTMENT OF IMAGING AND PATHOLOGY   (Belgium)

Author keywords

Bayesian; Computer aided; Craniofacial reconstruction; Implicit; Three dimensional

Indexed keywords

ARTICLE; BAYES THEOREM; COMPUTER MODEL; COMPUTER SIMULATION; CONCEPTUAL FRAMEWORK; CRANIOFACIAL MORPHOLOGY; DATA BASE; FACE; FORENSIC IDENTIFICATION; IMAGE RECONSTRUCTION; KERNEL METHOD; PATTERN RECOGNITION; PRIORITY JOURNAL; SIGNAL NOISE RATIO; SKULL; VALIDATION PROCESS;

EID: 77955268883     PISSN: 03790738     EISSN: None     Source Type: Journal    
DOI: 10.1016/j.forsciint.2010.03.009     Document Type: Article

References (50)

1. Prag J., Neave R. Making Faces Using Forensic and Archeological Evidence 1997, British Museum Press, London.
2. Tyrell A.J., Evison M., Chamberlain A., Green M. Forensic three-dimensional facial reconstruction: historical review and contemporary developments. J. Forensic Sci. 1997, 42(4):653-661.
3. Claes P., Vandermeulen D., De Greef S., Willems G., Clement J.G., Suetens P. Computerized craniofacial reconstruction: conceptual framework and review. Forensic Sci. Int. 2010, 201:138-145.
4. Vanezis P. Application of 3-d computer graphics for facial reconstruction and comparison with sculpting techniques. Forensic Sci. Int. 1989, 42:69-84.
5. Vanezis P., Vanezis M., McCombe G., Niblet T. Facial reconstruction using 3-d computer graphics. Forensic Sci. Int. 2000, 108:81-95.
6. Evenhouse R., Rasmussen M., Sadler L. Computer-aided forensic facial reconstruction. J. Biocommun. 1992, 19(2):22-28.
7. M. Evison. Computerised 3d facial reconstruction (cited; available from: ), 1996. http://www.assemblage.group.shef.ac.uk/1/evison.html.
8. Evison M. Modeling age, obesity, and ethnicity in a computerized 3-d facial reconstruction. 9th Biennial Meeting of the International Association for Craniofacial Identification, FBI 2000.
9. Michael S., Chen M. The 3d reconstruction of facial features using volume distortion. 14th Eurographics UK Conference 1996.
10. Shahrom A., Vanezis P., Chapman R., Gonzales A., Blenkinsop C., Rossi M. Techniques in facial identification: computer-aided facial reconstruction using laser scanner and video superimposition. J. Leg. Med. 1996, 108:194-200.
11. Archer K. Cranio-facial Reconstruction using Hierarchical b-spline Interpolation 1997, The University of Britisch Colombia.
12. Archer K., Coughlan K., Forsey D., Struben S. Software tools for craniofacial growth and reconstruction. Graphics Interface 1998.
13. Quatrehomme G. A fully three-dimensional method for facial reconstruction based on deformable models. J. Forensic Sci. 1997, 42(4):649-652.
14. Seibert F. Model-based 3d reconstruction of human faces. Comput. Graphic Top. 1997, 3:8-9.
15. Nelson L., Michael S. The application of volume deformation to three-dimensional facial reconstruction: a comparison with previous techniques. Forensic Sci. Int. 1998, 94:167-181.
16. Attardi G., Berto M., Forte M., Gori R., Guidazzoli A., Imboden S., Mallegni F. 3d facial reconstruction and visualization of ancient Egyptian mummies using spiral ct data. SIGGRAPH 1999.
17. Bullock D. Computer Assisted 3d Craniofacial Reconstruction 1999, The Univerity of British Columbia.
18. Plasencia J. Landmark-based 3d mesh warping for bone-skin reconstruction. WSCG 1999.
19. Jones M. Facial reconstruction using volumetric data. International Vision Modeling and Visualisation Conference 2001.
20. Kahler K., Haber J., Seidel H. Reanimating the dead: reconstruction of expressive faces from skull data. ACM Trans. Graphic 2003, 22(3):554-561.
21. Pei Y., Zha H., Yuan Z. Tissue map based craniofacial reconstruction and facial deformation using rbf network. The third International Conference on Image and Graphics 2004.
22. Pei Y., Zha H., Yuan Z. The craniofacial reconstruction from the local structural diversity of skulls. Comput. Graphic Forum 2008, 27(7):1711-1718.
23. Andersson B., Valfridsson M. Digital 3d Facial Reconstruction Based on Computer Tomography 2005, Linkopings University, Sweden.
24. Davy S., Gilbert T., Schofield D., Evison M. Forensic facial reconstruction using computer modeling software. Computer-graphic Facial Reconstruction 2005, 183-196. Elsevier Academic Press. J.G. Clement, M.K. Marks (Eds.).
25. Muller J., Mang A., Buzug T.M. A template-deformation method for facial reproduction. International Symposium on Image and Signal Processing and Analysis, ISPA 2005.
26. Mang A., Muller J., Buzug T. A multi-modality computer-aided framework towards postmortem identication. CIT 2006, 14(1):7-19.
27. Subsol G., Quatrehomme G. Automatic 3d facial reconstruction by feature-based registration of a reference head. Computer-graphic Facial Reconstruction 2005, 79-101. Elsevier Academic Press. J.G. Clement, M.K. Marks (Eds.).
28. Tu P., Hartley R., Lorensen W., Allyassin M., Gupta R., Heier L. Face reconstruction using flesh deformation modes. Computer-graphic Facial Reconstruction 2005, 145-162. Eslevier Academic Press. J.G. Clement, M.K. Marks (Eds.).
29. Tu P., Book R., Liu X., Krahnstoever N., Adrian C., Williams P. Automatic face recognition from skeletal remains. Conference on Computer Vision and Pattern Recognition (CVPR) 2007.
30. Turner W., Brown R., Kelliher T., Tu P., taister M., Miller K. A novel method of automated skull registration for forensic facial approximation. Forensic Sci. Int. 2005, 154:149-158.
31. Vandermeulen D., Loubele M., Claes P., Wang Q., Mollemans W., Srivastava S., Greef S.D., Willems G., Suetens P. Low-dose CT based soft tissue modeling for craniofacial reconstruction. 2nd International Conference on Reconstruction of Soft Facial Parts, RSFP 2005.
32. Vandermeulen D., Claes P., Greef S.D., Willems G., Suetens P. Volumetric deformable face models for cranio-facial reconstruction. 4th International Symposium on Image and Signal Processing and Analysis, ISPA 2005.
33. Vandermeulen D., Claes P., Loeckx D., Greef S.D., Willems G., Suetens P. Computerized craniofacial reconstruction using CT-derived implicit surface representations. Forensic Sci. Int. 2006, 159(1):164-174.
34. P. Claes, S. De Greef, G. Willems, D. Vandermeulen, P. Suetens, Craniofacial statistical modeling and reconstruction, in 3D modelling, Paris, France, 2004.
35. Claes P., Vandermeulen D., De Greef S., Willems G., Suetens P. Combined statistical modeling of tissue depth and 3d facial outlook for computerized facial approximation. 2nd International Conference on Reconstruction of Soft Facial Parts, RSFP 2005.
36. Berar M., Desvignes M., Bailly G., Payan Y. 3d statistical facial reconstruction. 4th International Symposium on Image and Signal Processing and Analysis, ISPA 2005.
37. Berar M., Desvignes M., Bailly G., Payan Y. Statistical skull models from 3d x-ray images. 2nd International Conference on Reconstruction of Soft facial Parts, RSFP 2005.
38. Berar M., Desvignes M., Bailly G., Payan Y. 3d semi-landmark-based statistical face reconstruction. CIT 2006, 14(1):31-43.
39. Paysan P., Luthi M., Albrecht T., Lerch A., Amberg b., Santini F., Vetter T. Face reconstruction from skull shapes and physical attributes. Lecture Notes in Computer Science, Pattern Recognition 2009, Springer, Berlin, Heidelberg, pp. 232-241.
40. De Greef S., Claes P., Mollemans W., Loubele M., Vandermeulen D., Suetens P., Willems G. Semi-automated ultrasound facial soft tissue depth registration: method and validation. J. Forensic Sci. 2005, 50(6):7.
41. De Greef S., Claes P., Vandermeulen D., Mollemans W., Suetens P., Willems G. Large-scale in-vivo caucasian facial soft tissue thickness database for craniofacial reconstruction. Forensic Sci. Int. 2006, 159(1):126-146.
42. Claes P., Vandermeulen D., De Greef S., Willems G., Suetens P. Statistically deformable face models for cranio-facial reconstruction. Proceedings 4th International Symposium on Image and Signal Processing and Analysis, ISPA 2005.
43. Claes P., Vandermeulen D., De Greef S., Willems G., Suetens P. Craniofacial reconstruction using a combined statistical model of face shape and soft tissue-depths: methodology and validation. Forensic Sci. Int. 2006, 159(1):147-158.
44. Claes P., Vandermeulen D., De Greef S., Willems G., Suetens P. Statistically deformable face models for cranio-facial reconstruction. CIT 2006, 14(1):21-30.
45. Claes P. A robust statistical surface registration framework using implicit function representations: application in craniofacial reconstruction. Faculteit ingenieurswetenschappen, Department Elektrotechniek, afdeling PSI 2007, K.U. Leuven, Leuven, Belgium.
46. Lorensen B., Cline H. Marching cubes: a high resolution 3d surface construction algorithm. ACM SIGGRAPH 1987.
47. Turk G., O'Brien J.F. Variational Implicit Surfaces 1999, Georgia Institute of Technology.
48. Carr J.C., Beatson R.K., Cherrie J.B., Mitchell T.J., Fright W.R., McCallum B.C., Evans T.R. Reconstruction and representation of 3d objects with radial basis functions. SIGGRAPH 2001 2001, 67-76. ACM Press.
49. Chui H., Rangarajan A. A new algorithm for non-rigid point matching. IEEE Conference on Computer Vision and Pattern Recognition (CVPR) 2000, 44-51.
50. Smeets D., Claes P., Vandermeulen D., Clement J.G. Objective 3D face recognition: evolution, approaches and challenges. Forensic Sci. Int. 2010, 201:125-132.