Nearest neighbor weighted average customization for modeling faces

Machine Vision and Applications

Volumn 24, Issue 7, 2013, Pages 1525-1537

  Abeysundera, H Pasindu ^a   Benli, Kristin S ^a   Eskil, M Taner ^a  

^a ISIK UNIVERSITY   (Turkey)

Author keywords

Active shape model; customization; Face modeling; Perspective projection; Procrustes analysis

Indexed keywords

COMPUTER VISION; MACHINERY;

ACTIVE SHAPE MODELS; CUSTOMIZATION; FACE MODELING; PERSPECTIVE PROJECTIONS; PROCRUSTES ANALYSIS;

3D MODELING;

EID: 84885331037     PISSN: 09328092     EISSN: 14321769     Source Type: Journal    
DOI: 10.1007/s00138-013-0489-x     Document Type: Article

References (71)

1. Parke, F.I.: "A parametric model for human faces". Ph.D. Dissertation, The University of Utah, AAI7508697 (1974)
2. Vizireanu, N.; Udrea, R.: Visual-oriented morphological foreground content grayscale frames interpolation method. J. Electron. Imaging 18(2), 020502-020502-3 (2009)
3. Zhang, Z.; et al.: Robust and rapid generation of animated faces from video images: A model-based modeling approach. Int. J. Comput. Vision 58(2), 93-119 (2004)
4. Blanz, V.; Vetter, T.: "A morphable model for the synthesis of 3D faces". in Proc of the SIGGRAPH'99, pp. 187-194 (1999)
5. Lee, W.S.; Magnenat, N.T.: Fast head modeling for animation. Image Vis. Comput. J. 4, 355-364 (2000)
6. Marschner, S.R.; et al.: "Modeling and rendering for realistic facial animation". In: Proceedings of the 11th Eurographics Workshop on Rendering (2000)
7. Blanz, V.; et al.: "Face identification across different poses and illuminations with a 3D morphable model". In: Proceedings of the 5th International Conference on Automatic Face and Gesture Recognition (FG), pp. 202-207 (2002)
8. Weyrauch, B.; et al.: "Component-based face recognition with 3D morphable models". In: Computer Vision and Pattern Recognition Workshop CVPRW '04, pp. 85 June (2004)
9. Okada, E.: Three-dimensional facial simulations and measurements: Changes of facial contour and units associated with facial expression. J.Craniofac. Surg. 12, 167-174 (2001)
10. Koch, R.M.; et al.: "Simulating facial surgery using finite element models". In: Proceedings of the SIGGRAPH 96 (1996)
11. Park, U.; Jain, A.K.: "3D model-based face recognition in video". In: Proceedings of the 2nd International Conference on Biometrics (2007)
12. Duhn, S.V.; et al.: "Three-view surveillance video based face modeling for recognition". In: Proceedings of the Biometrics Symposium (2007)
13. Shan, Y.; et al.: "Model-based bundle adjustment with application to face modeling". In: Proceedings of the 8th International Conference on Computer Vision (ICCV01) 2, 624-651 (2001)
14. Fua, P.: Regularized bundle-adjustment to model heads from image sequences without calibration data. Int. J. Comput. Vis. 2, 153-171 (2000)
15. DeCarlo, D.; et al.: "An anthropometric face model using variational techniques". In: Proceedings of the SIGGGRAPH'98 pp. 67-74 (1998)
16. Beumier, C.; Acheroy, M.: Face verication from 3D and grey level cues. Patt. Recogn. Lett. 22, 1321-1329 (2001)
17. Savran, A.; et al.: "Bosphorus database for 3D face analysis". In: The First COST 2101 Workshop on Biometrics and Identity Management (BIOID 2008) (2008)
18. Yin, L.; et al.: "A 3D facial expression database for facial behavior research". In Proceedings of the 7th International Conference on Automatic Face and Gesture Recognition (FGR06), pp. 211-216 (2006)
19. Yin, L.; et al.: "A high-resolution 3D dynamic facial expression database". In: Proceedings of the 8th International Conference on Automatic Face and Gesture Recognition (FGR08) (2008)
20. Stan, Z.L.; et al.: "The HFB face database for heterogeneous face biometrics research". In: 6th IEEE Workshop on Object Tracking and Classification Beyond and in the Visible Spectrum (OTCBVS, in conjunction with CVPR 2009). Miami, June (2009)
21. Gao, W.; et al.: The CAS-PEAL large-scale Chinese face database and baseline evaluations. IEEE Trans. Syst. Man Cybern. (Part A) 38(1), 149-161 (2008)
22. Phillips, P.J.; et al.: Overview of the face recognition grand challenge. Comput. Vis. Patt. Recognit. 1, 947-954 (2005)
23. Moreno, A.B.; Sanchez, A.: "GavabDB: A 3D face database". In: Proceedings 2nd COST Workshop on Biometrics on the Internet: Fundamentals, Advances and Applications pp. 77-82 (2004)
24. Troje, N.; Blthoff, H.H.: Face recognition under varying poses: The role of texture and shape. Vis. Res. 36, 1761-1771 (1996)
25. Faltemier, T.C.; et al.: "Using a multi-instance enrollment representation to improve 3D face recognition" in Biometrics: Theory, Applications, and Systems. pp. 1-6 (2007)
26. Zafeiriou, S.; et al.: "The photoface database". In: IEEE Computer Vision and Pattern Recognition Workshops. (IEEE Workshop on Biometrics 2011) June 20-25, Colorado Springs, Co.; USA (2011)
27. Gupta, S.; et al.: Texas 3D face recognition database. IEEE Southwest Symposium on Image Analysis and, Interpretation, pp. 97-100 (2010)
28. Messer, K.; et al.: "XM2VTSDB: The extended M2VTS database". In: Second International Conference on Audio and Video-based Biometric Person Authentication March (1999)
29. Heseltine, T.; et al.: Three-dimensional face recognition using combinations of surface feature map subspace components. Image Vis. Comput. 26, 382-396 (2008)
30. Cristinacce, D.; Cootes, T.: Facial feature detection using adaboost with shape constraints. Proceedings of British Machine Vision Conference 1, 231-240 (2003)
31. Cristinacce, D.; Cootes, T.: Feature detection and tracking with constrained local models. Proceedings of British Machine Vision Conference, Norwich, 3, 929-938 (2006)
32. Salah, A.; et al.: Robust facial landmarking for registration. Ann.Telecommun. 62, 1608-1633 (2007)
33. Asteriadis, S.; et al.: Facial feature detection using distance vector fields. Patt. Recognit. 42(7), 1388-1398 (2009)
34. Kozakaya, T.; et al.: Facial feature localization using weighted vector concentration approach. Image Vis. Comput. 28(5), 772-780 (2010)
35. McKenna, S.J.; et al.: "Tracking facial feature points with Gabor wavelets and shape models". In: Proceedings of International Conference on Audio- and Video-based Biometric Person Authentication pp. 35-42 (1997)
36. Rogers, M.; Graham, J.: Robust active shape model search. In: Proceedings of ECCV 4, 517-530 (2002)
37. Celiktutan, O.; et al.: "Multi-attribute robust facial feature localization, Automatic Face and Gesture Recognition". In: FG 08. 8th IEEE International Conference, pp. 1-6 (2008)
38. Valenti, R.; et al.: "Facial expression recognition: A fully integrated approach". In: Workshop on Visual and Multimedia Digital Libraries (2007)
39. Valstar, M.F.; Pantic, M.: "Combined support vector machines and hidden Markov models for modeling facial action temporal dynamics". In: Proceedings of the 2007 IEEE international conference on Human-computer interaction (HCI'07) 118-127 (2007)
40. Longuet-Higgins, H.: "A computer algorithm for reconstructing a scene from two projections". Nature, pp. 133-135 (1981)
41. D'Apuzzo, N.: "Motion capture from multi image video sequences". in Proceedings of the XVIIIth Congress of the International Society of Biomechanics (2001)
42. D'Apuzzo, N.; et al.: Markerless full body shape and motion capture from video sequences. Int. Arch. Photogramm. Rem. Sens. 31, 256-261 (2002)
43. Lee, Y.; et al.: "Realistic modeling for facial animation". In Proceedings of the 22nd annual conference on Computer graphics and interactive techniques (SIGGRAPH '95) ACM, New York, pp. 55-62 (1995)
44. Proesmans, M.; Gool, L.V.: "Reading between the linesa method for extracting dynamic 3D with texture". In: Proceedings of the ACM symposium on Virtual reality software and technology (VRST '97) ACM, New York, 95-102 (1997)
45. Horn, K.P.; Brooks, M.J.: Shape from shading. MIT Press, Cambridge (1989)
46. Adm, M.B.; Said, A.M.: "3D human face reconstruction from single image using interactive shape from shading". In: National Postgraduate Conference, pp. 1-7 (2011)
47. Kemelmacher-Shlizerman, I.; Basri, R.: 3D face reconstruction from a single image using a single reference face shape. IEEE Trans. Pattern Anal. Mach. Intell. 33(2), 394-405 (2011)
48. Kittler, J.; et al.: "3D assisted face recognition: A survey of 3D imaging, modelling and recognition approaches". In: IEEE Computer Society Conference on Computer Vision and Pattern Recognition pp. 114 (2005)
49. Torresani, L.; Hertzmann, A.: "Nonrigid structure-from motion: Estimating shape and motion with hierarchical priors". In: IEEE Transactions on Pattern Analysis and Machine Intelligence 30(5) (2008)
50. Hartleyand, R.I.; Zisserrnan, A.: Multiple view geometry. Cambridge University Press, Cambridge (2004)
51. Ullman, S.: "The interpretation of structure from motion". In: Proceedings of the Royal Society of London, pp. 405-426 (1979)
52. Krinidis, S.; Pitas, I.: "Facial expression synthesis through facial expressions statistical analysis". European Signal Processing Conference (EU-SIPCO06) Florence (2006)
53. Essa, I.A.: Coding, analysis, interpretation, and recognition of facial expressions. IEEE Trans. Patt. Anal. Mach. Intell. 19, 757-763 (1998)
54. Moghaddam, B.; Pentland, A.: "Face recognition using view-based and modular eigenspaces". Automatic Systems for the Identification of Humans 2277 SPIE (1994)
55. Cootes, T.F.; et al.: Active shape models - their training and application. Comput. Vis. Image Underst. 61(1), 38-59 (1995)
56. Cootes, T.F.; et al.: Active appearance models. Proc. Euro. Conf. Comput. Vis. 2, 484-498 (1998)
57. Ahlberg, J.: An active model for facial feature tracking. EURASIP J. Appl. Sign. Process. 2001, 566-571 (2001)
58. Dornaika, F.; Ahlberg, J.: Fitting 3D face models for tracking and active appearance model training. Image Vis. Comput. 24, 1010-1024 (2006)
59. Dornaika, F.; Ahlberg, J.: "Fast and reliable active appearance model search for 3D face tracking". In: International Conference on Model-based Imaging, Rendering, Image Analysis and Graphical Special Effects (MIRAGE) pp. 113-122, Paris, March (2003)
60. Schonemann, P.H.: A generalized solution of the orthogonal Procrustes problem. Psychometrika 31, 1-10 (1966)
61. Besl, P.J.; McKay, H.D.: "A method for registration of 3-D shapes". In: IEEE Transactions on Pattern Analysis and Machine Intelligence (1992)
62. Gower, J.: Generalized procrustes analysis. Psychometrika 40, 1-10 (1966)
63. Gower, J.; Dijksterhuis, G.B.: Procrustes problems. Oxford University Press, Oxford (2004)
64. Chen, Y.; Medioni, G.: "Object modeling by registration of multiple range images". In: Proceedings of the 1992 IEEE International Conference on Robotics and Automation 2724-2729 (1992)
65. Du, S.Y.; et al.: "An extension of the ICP algorithm considering scale factor". In: Proceedings 14th IEEE International Conference on Image Processing (ICIP) 193-196 (2007)
66. Rydfalk, M.: "Candide, a parameterized face". Technical Report Report No. LiTH-ISY-I-866, Department of Electrical Engineering, Linkping University, Sweden (1987)
67. Ahlberg, J.: "CANDIDE-3-an updated parameterized face". Report No. LiTH-ISY-R-2326, Department of Electrical Engineering, Linkping University, Sweden (2001)
68. Breton, G.; et al.: "FaceEngine a 3d facial animation engine for real time applications". In: Proceedings of 6th International Conference on 3D Web Technology, pp.15-22 (2001)
69. Eskil, T.: "HIgh polygon GEneric face Model". Internet: http://pi.isikun.edu.tr, 21 Dec (2012)
70. Luximon, Y.; et al.: The 3D Chinese head and face modeling. Comput. Aid. Des. 44(1), 40-47 (2012)
71. Tsai, R.Y.: A versatile camera calibration technique for high accuracy 3D machine vision metrology using off-the-shelf TV cameras and lenses. IEEE J. Robot. Autom. 4, 323-344 (1987)