CFP last date
22 April 2024
Call for Paper
May Edition
IJCA solicits high quality original research papers for the upcoming May edition of the journal. The last date of research paper submission is 22 April 2024

Submit your paper
Know more
Reseach Article

Aided 3D Facial Restoration for Plastic Surgery Planning using Elastic Radial Curves

by Hermessi Haithem, Mourali Olfa
International Journal of Computer Applications
Foundation of Computer Science (FCS), NY, USA
Volume 127 - Number 7
Year of Publication: 2015
Authors: Hermessi Haithem, Mourali Olfa
10.5120/ijca2015903074

Hermessi Haithem, Mourali Olfa . Aided 3D Facial Restoration for Plastic Surgery Planning using Elastic Radial Curves. International Journal of Computer Applications. 127, 7 ( October 2015), 7-11. DOI=10.5120/ijca2015903074

@article{ 10.5120/ijca2015903074,
author = { Hermessi Haithem, Mourali Olfa },
title = { Aided 3D Facial Restoration for Plastic Surgery Planning using Elastic Radial Curves },
journal = { International Journal of Computer Applications },
issue_date = { October 2015 },
volume = { 127 },
number = { 7 },
month = { October },
year = { 2015 },
issn = { 0975-8887 },
pages = { 7-11 },
numpages = {9},
url = { https://ijcaonline.org/archives/volume127/number7/22739-2015903074/ },
doi = { 10.5120/ijca2015903074 },
publisher = {Foundation of Computer Science (FCS), NY, USA},
address = {New York, USA}
}
%0 Journal Article
%1 2024-02-06T23:19:14.232118+05:30
%A Hermessi Haithem
%A Mourali Olfa
%T Aided 3D Facial Restoration for Plastic Surgery Planning using Elastic Radial Curves
%J International Journal of Computer Applications
%@ 0975-8887
%V 127
%N 7
%P 7-11
%D 2015
%I Foundation of Computer Science (FCS), NY, USA
Abstract

Improving appearance and guarantying healthcare are the important objectives of facial plastic surgery. Face can be the seat of tumors that can be restored using 3D images in a way to surpass 2D limits such as change in illumination conditions and pose variation. This work proposes a Riemannian geometry approach to illustrate the degradation of facial tumefaction which is based on geodesic paths between healthy and swollen half of the face. The progressivity of tumor volume assists plastic surgeons in approaching the harmonious shapes for facial restoration. We introduce a preprocessing step to prepare 3D scans chosen from FRAV 3D database then sculpted to simulate unilateral tumors. We present facial surfaces by indexed collections of radial curves emanating from the nose tips. Symmetric indexed radial curves are compared using elastic shape analysis.

References
  1. M. R. Markiewicz and R. Bryan Bell, “The use of 3D imaging tools in facial plastic surgery”, facial plastic surgery Clin, vol.19, 2011, pp.655–682.
  2. A. Bottino, M. De Simone and A. Laurentini, “A computer-aided technique for planning plastic surgery based on 3D face scans: preliminary results”, in Proc. of 1st Int. Conf. on 3D Body Scanning Technologies, Lugano, Switzerland, 2010, pp.213-221.
  3. Z. Kavagiuo, F. Bello, G. Scott, J. Hamann and D. Roberts, “Facial Plastic surgery planning using a 3D surface deformation tool”, Proceedings Medicine Meets Virtual Reality Conference MMVR, 2005, pp.247-250.
  4. S. M. Bhandarkar, A. S. Chowdhury, Yarong Tang, Jack Yu, E.W. Tollner, “Surface matching algorithms for computer aided reconstructive plastic surgery”, IEEE International Symposium on Biomedical Imaging, Nano to Macro, Vol.1, April 2004, pp.740-743.
  5. T. Yee Lee, Y. N. Sun, Y. C. Lin, L. Lin and C. Lee, “Three-Dimensional facial model reconstruction and plastic surgery simulation”, IEEE Transactions On Information Technology In Biomedicine, Vol. 3, NO. 3, September 1999, pp.214-220.
  6. V. Blanz and T. Vetter, “A morphable model for the synthesis of 3D faces”, 26th annual conference on Computer graphics and interactive techniques, New York, USA, September 1999, pp.187-194.
  7. H. Drira, B. Ben Amor, M. Daouadi, and A. Strivastava, and R. Slama, “3D face recognition under expressions, occlusions and pose variation”. IEEE Transactions on Pattern Analysis and Machine Intelligence, 2013, pp.2270-2283.
  8. H. Drira, B. Ben Amor, R. Slama, M. Daouadi and A. Strivastava, “Une nouvelle approche de reconnaissance de visages 3D partiellement occultés”, Reconnaissance des Formes et Intelligence Artificielle RFIA, Lyon, France, 2012, pp.978-986.
  9. A. Colombo, C. Cusano and R. Schettini, “Three-Dimensional occlusion detection and restoration of partially occluded faces”, Journal of Math Imaging vision, Vol.3, Issue.3, December 2010, pp.105-119.
  10. A. Colombo, C. Cusano and R. Schettini, “Occlusions in Face Recognition: a 3D Approach”, State of the art in face recognition, Julio Ponce and Adem Karahoca (Ed.), January 2009, pp.151-173.
  11. A. Colombo, C. Cusano and R. Schettini, “Gappy PCA classification for occlusion tolerant 3D face detection”, State of the Art in Face Recognition, Julio Ponce and Adem Karahoca (Ed.), January 2009, pp.151-173.
  12. H. Drira, B. Ben Amor, M. Daouadi, and A. Strivastava, “Pose and expression-invariant 3D face recognition using elastic radial curves”. British Machine Vision Conference BMVC, United Kingdom UK, 2010, pp.1-11.
  13. H. Drira, B. Ben Amor, L. Billihi, M. Daouadi, and A. Strivastava, “An experimental illustration of 3D facial shape analysis under facial expressions”, annals of telecommunications, 64 (5-6), Springer Verlag, Germany, 2009, pp.369-379.
  14. X. Chen, P. J. Flynn and K. W. Bowyer, “Fully automated facial symmetry axis detection in frontal color images”, Automatic Identification Advanced Technologies, Fourth IEEE Workshop, 2005, pp.106-111.
  15. J. Harguess and J. K. Aggarwal, “Is there a connection between face symmetry and face recognition?”, IEEE Computer Society Conference on Computer Vision and Pattern Recognition, Department of ECE, June 2011, pp.66-73.
  16. L. Azinfar, M. Ravanfar and R. F. Rezai, “Computer aided ruler based on symmetric points detection for Botox injection”, Journal of Medical Devices, Minneapolis, MN, September 2014, vol.8, Issue.3, pp.1131-1133.
  17. A. Srivastava, E. Klassen, S. H. Joshi, and I. H. Jermyn, “Shape analysis of elastic curves in Euclidean spaces”, IEEE Transactions on Pattern Analysis and Machine Intelligence, vol.37, Issue.7, 2011, pp.1415-1428.
  18. M. Daouadi, A. Strivastava and R. Veltkamp “3D face modeling, analysis and recognition”, 224 pages, August 2013.
  19. S. H. Joshi, E. Klassen, A. Strivastava and I. Jermyn, “A novel representation for Riemannian analysis of elastic curves in Rn”, In: Proceeding of IEEE Computer Society Conference on Computer Vision and Pattern Recognition, June 2007, Minneapolis, MN. New York: IEEE. 2007, pp.1-7.
  20. M. D. Levine and Y. Yu, “State-of-the-art of 3D facial reconstruction methods for face recognition based on a single 2D training image per person ”, Pattern Recognition Letters, July 2009, Vol. 30, Issue 10, pp. 908–913.
  21. I. Kemelmacher-Shlizerman and R. Basri, “3D Face reconstruction from a single image using a single reference face shape”, IEEE Transactions on Pattern Analysis and Machine Intelligence (PAMI), February 2011, vol.33, Issue.2, pp.394-405.
  22. W. Ben Soltana, M. Ardabilian, P. Lemai, H. Di, P. Szeptycki, L. Chen, B. Ben Amor, H. Drira, M. Daoudi, N. Erdogmus, L. Daniel, J. L. Dugelay and J. Colineau, “3D face recognition: a robust multi-matcher approach to data degradations”, 5th IAPR International Conference on Biometrics Compendium, IEEE, New Delhi, April 2012, pp.103-110.
  23. H. Drira, B. Ben Amor, M. Daouadi, and A. Strivastava, “A Riemannian analysis of 3D nose shapes for partial human biometrics”, IEEE 12th International Conference on Computer Vision, Kyoto, 2009, pp.2050-2057
  24. S. Prabahar and K. Usha Kingsly Devi, “An optimistic approach for plastic surgery face recognition”, Journal of Research in Electrical and Electronics Engineering (ISTP-JREEE), Vol.3, Issue.3, May 2014, pp.38-43.
  25. E. Keeve, S. Girod, R. Kikinis, and B. Girod, “Deformable modeling of facial tissue for craniofacial surgery simulation”, Official journal of the International Society for Computer Aided Surgery, Vol.3, 1998, pp.228-194.
  26. H. Drira, B. Ben Amor, M. Daoudi, and A. Srivastava, “Nasal region contribution in 3D face biometrics using shape analysis framework”, Third International Conference, ICB 2009, Vol.5558, Italy, June 2009, pp.357-366.
Index Terms

Computer Science
Information Sciences

Keywords

Riemannian geometry symmetric radial curves geodesic path 3D facial restoration plastic surgery planning.