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Volumn 21, Issue 2, 2012, Pages 844-858

A statistical method for 2-D facial landmarking

Author keywords

Facial feature localization; facial landmarking; factor analysis; Gabor wavelet features; mixture models; shape prior; structural analysis

Indexed keywords

FACIAL FEATURE LOCALIZATION; FACIAL LANDMARKING; FACTOR ANALYSIS; GABOR WAVELETS; MIXTURE MODELS; SHAPE PRIORS;

EID: 84856256887     PISSN: 10577149     EISSN: None     Source Type: Journal    
DOI: 10.1109/TIP.2011.2163162     Document Type: Article
Times cited : (51)

References (43)
  • 1
    • 67549133325 scopus 로고    scopus 로고
    • Registration of 3D face scans with average face models
    • Mar.
    • A. A. Salah, N. Alyüz, and L. Akarun, "Registration of 3D face scans with average face models," J. Electron. Imag., vol. 17, no. 011006, Mar. 2008.
    • (2008) J. Electron. Imag. , vol.17
    • Salah, A.A.1    Alyüz, N.2    Akarun, L.3
  • 2
    • 84898031305 scopus 로고    scopus 로고
    • Feature detection and tracking with constrained local models
    • D. Cristinacce and T. Cootes, "Feature detection and tracking with constrained local models," in Proc. BMVC, 2006, pp. 929-938.
    • (2006) Proc. BMVC , pp. 929-938
    • Cristinacce, D.1    Cootes, T.2
  • 3
    • 56749091344 scopus 로고    scopus 로고
    • Locating facial features with anextended active shape model
    • S. Milborrow and F.Nicolls, "Locating facial features with anextended active shape model," in Proc. ECCV, 2008, pp. 504-513.
    • (2008) Proc. ECCV , pp. 504-513
    • Milborrow, S.1    Nicolls, F.2
  • 4
    • 34247148611 scopus 로고    scopus 로고
    • Robust facial landmarking for registration
    • A. A. Salah, H. Cinar, L. Akarun, and B. Sankur, "Robust facial landmarking for registration," Ann. Telecommun., vol. 62, no. 1/2, pp. 1608-1633, 2007.
    • (2007) Ann. Telecommun. , vol.62 , Issue.1-2 , pp. 1608-1633
    • Salah, A.A.1    Cinar, H.2    Akarun, L.3    Sankur, B.4
  • 5
    • 77955992642 scopus 로고    scopus 로고
    • Facial point detection using boosted regression and graph models
    • M. Valstar, B. Martinez, X. Binefa, and M. Pantic, "Facial point detection using boosted regression and graph models," in Proc. CVPR, 2010, pp. 2729-2736.
    • Proc. CVPR , vol.2010 , pp. 2729-2736
    • Valstar, M.1    Martinez, B.2    Binefa, X.3    Pantic, M.4
  • 6
    • 76449116866 scopus 로고    scopus 로고
    • Facial feature localization using weighted vector concentration approach
    • May
    • T. Kozakaya, T. Shibata, M. Yuasa, and O. Yamaguchi, "Facial feature localization using weighted vector concentration approach," Image Vis. Comput., vol. 28, no. 5, pp. 772-780, May 2010.
    • (2010) Image Vis. Comput. , vol.28 , Issue.5 , pp. 772-780
    • Kozakaya, T.1    Shibata, T.2    Yuasa, M.3    Yamaguchi, O.4
  • 7
    • 29144444764 scopus 로고    scopus 로고
    • A face recognition system based on automatically determined facial fiducial points
    • DOI 10.1016/j.patcog.2005.06.015, PII S0031320305002669
    • S. Arca, P. Campadelli, and R. Lanzarotti, "A face recognition system based on automatically determined facial fiducial points," Pattern Recognit., vol. 39, no. 3, pp. 432-443, Mar. 2006. (Pubitemid 41808624)
    • (2006) Pattern Recognition , vol.39 , Issue.3 , pp. 432-443
    • Arca, S.1    Campadelli, P.2    Lanzarotti, R.3
  • 9
    • 4544340559 scopus 로고    scopus 로고
    • 3D shape constraint for facial feature localization using probabilistic-like output
    • L. Chen, L. Zhang, H. Zhang, and M. Abdel-Mottaleb, "3D shape constraint for facial feature localization using probabilistic-like output," in Proc. AFGR, 2004, pp. 302-307.
    • (2004) Proc. AFGR , pp. 302-307
    • Chen, L.1    Zhang, L.2    Zhang, H.3    Abdel-Mottaleb, M.4
  • 13
    • 70450186950 scopus 로고    scopus 로고
    • Automatic facial landmark labeling with minimal supervision
    • Y. Tong, X. Liu, F. W. Wheeler, and P. Tu, "Automatic facial landmark labeling with minimal supervision," in Proc. CVPR, 2009, pp. 2097-2104.
    • (2009) Proc. CVPR , pp. 2097-2104
    • Tong, Y.1    Liu, X.2    Wheeler, F.W.3    Tu, P.4
  • 15
    • 56749176958 scopus 로고    scopus 로고
    • A generative shape regularization model for robust face alignment
    • L. Gu and T. Kanade, "A generative shape regularization model for robust face alignment," in Proc. ECCV, 2008, pp. 413-426.
    • (2008) Proc. ECCV , pp. 413-426
    • Gu, L.1    Kanade, T.2
  • 16
    • 67349278097 scopus 로고    scopus 로고
    • Gabor feature constrained statistical model for efficient landmark localization and face recognition
    • Jul.
    • S. Zhao, Y. Gao, and B. Zhang, "Gabor feature constrained statistical model for efficient landmark localization and face recognition," Pattern Recognit. Lett., vol. 30, no. 10, pp. 922-930, Jul. 2009.
    • (2009) Pattern Recognit. Lett. , vol.30 , Issue.10 , pp. 922-930
    • Zhao, S.1    Gao, Y.2    Zhang, B.3
  • 17
    • 77950863049 scopus 로고    scopus 로고
    • Video-based face model fitting using adaptive active appearance model
    • X. Liu, "Video-based face model fitting using adaptive active appearance model," Image Vis. Comput., vol. 28, no. 7, pp. 1162-1172, Jul. 2010.
    • Image Vis. Comput. , vol.28 , Issue.7 , pp. 1162-1172
    • Liu, X.1
  • 20
    • 0035680116 scopus 로고    scopus 로고
    • Rapid object detection using a boosted cascade of simple features
    • P. Viola and M. Jones, "Rapid object detection using a boosted cascade of simple features," in Proc. CVPR, 2001, vol. 1, pp. 511-518.
    • (2001) Proc. CVPR , vol.1 , pp. 511-518
    • Viola, P.1    Jones, M.2
  • 21
    • 10044252969 scopus 로고    scopus 로고
    • Incremental mixtures of factor analysers
    • A. A. Salah and E. Alpaydin, "Incremental mixtures of factor analysers," in Proc. ICPR, 2004, vol. 1, pp. 276-279.
    • (2004) Proc. ICPR , vol.1 , pp. 276-279
    • Salah, A.A.1    Alpaydin, E.2
  • 24
    • 0000142472 scopus 로고
    • Procrustes methods in the statistical analysis of shape
    • C. Goodall, "Procrustes methods in the statistical analysis of shape," J. Roy. Stat. Soc. B, vol. 53, no. 2, pp. 285-339, 1991.
    • (1991) J. Roy. Stat. Soc. B , vol.53 , Issue.2 , pp. 285-339
    • Goodall, C.1
  • 26
    • 84856282758 scopus 로고    scopus 로고
    • [Online] Available
    • FGnet Project [Online]. Available: http://www-prima.inrialpes.fr/FGnet/ html/benchmarks.html
    • FGnet Project
  • 27
    • 84898026003 scopus 로고    scopus 로고
    • [Online] Available
    • BioID Database [Online]. Available: http://www.bioid.com
    • BioID Database
  • 30
    • 84905395782 scopus 로고    scopus 로고
    • Comprehensive database for facial expression analysis
    • T.Kanade, J. F.Cohn, and Y. Tian, "Comprehensive database for facial expression analysis," in Proc. AFGR, 2000, pp. 46-53.
    • (2000) Proc. AFGR , pp. 46-53
    • Kanade, T.1    Cohn, J.2    Tian, Y.3
  • 33
    • 67549109699 scopus 로고    scopus 로고
    • 3d facial landmark localisation by matching simple descriptors
    • Theory, Appl. Syst.
    • M. Romero-Huertas and N. Pears, "3d facial landmark localisation by matching simple descriptors," in Proc. 2nd IEEE Int. Conf. Biometrics, Theory, Appl. Syst., 2008, pp. 1-6.
    • (2008) Proc. 2nd IEEE Int. Conf. Biometrics , pp. 1-6
    • Romero-Huertas, M.1    Pears, N.2
  • 34
    • 84941414340 scopus 로고    scopus 로고
    • Detection of anchor points for 3d face verification
    • D. Colbry, G. Stockman, and A. Jain, "Detection of anchor points for 3d face verification," in Proc. CVPR Workshops, 2005, p. 118.
    • (2005) Proc. CVPR Workshops , pp. 118
    • Colbry, D.1    Stockman, G.2    Jain, A.3
  • 35
    • 70549098338 scopus 로고    scopus 로고
    • A 3D statistical facial feature model and its application on locating facial landmarks
    • X. Zhao, E. Dellandrea, and L. Chen, "A 3D statistical facial feature model and its application on locating facial landmarks," in Proc. Adv. Concepts Intell. Vis. Syst., 2009, pp. 686-697.
    • (2009) Proc. Adv. Concepts Intell. Vis. Syst. , pp. 686-697
    • Zhao, X.1    Dellandrea, E.2    Chen, L.3
  • 36
    • 0032924381 scopus 로고    scopus 로고
    • Automated face analysis by feature point tracking has high concurrent validity with manual FACS coding
    • DOI 10.1017/S0048577299971184
    • J. F. Cohn, A. J. Zlochower, J. Lien, and T. Kanade, "Automated face analysis by feature point tracking has high concurrent validity with manual FACS coding," Psychophysiology, vol. 36, no. 1, pp. 35-43, 1999. (Pubitemid 29044454)
    • (1999) Psychophysiology , vol.36 , Issue.1 , pp. 35-43
    • Cohn, J.F.1    Zlochower, A.J.2    Lien, J.3    Kanade, T.4
  • 37
    • 24644474838 scopus 로고    scopus 로고
    • Recognizing facial expression: Machine learning and application tospontaneous behavior
    • M. Bartlett, G. Littlewort, M. Frank, C. Lainscsek, I. Fasel, and J. Movellan, "Recognizing facial expression: Machine learning and application tospontaneous behavior," in Proc. CVPR, 2005, vol. 2, p. 568.
    • (2005) Proc. CVPR , vol.2 , pp. 568
    • Bartlett, M.1    Littlewort, G.2    Frank, M.3    Lainscsek, C.4    Fasel, I.5    Movellan, J.6
  • 39
    • 57149144228 scopus 로고    scopus 로고
    • A survey of affect recognition methods: Audio, visual, and spontaneous expressions
    • Jan.
    • Z. Zeng, M. Pantic, G. I. Roisman, and T. S. Huang, "A survey of affect recognition methods: Audio, visual, and spontaneous expressions," IEEE Trans. Pattern Anal. Mach. Intell., vol. 31, no. 1, pp. 39-58, Jan. 2009.
    • (2009) IEEE Trans. Pattern Anal. Mach. Intell. , vol.31 , Issue.1 , pp. 39-58
    • Zeng, Z.1    Pantic, M.2    Roisman, G.I.3    Huang, T.S.4
  • 40
    • 48349095872 scopus 로고    scopus 로고
    • Facial expression recognition: A fully integrated approach
    • R. Valenti, N. Sebe, and T. Gevers, "Facial expression recognition: A fully integrated approach," in Proc. ICIAPW, 2007, pp. 125-130.
    • (2007) Proc. ICIAPW , pp. 125-130
    • Valenti, R.1    Sebe, N.2    Gevers, T.3
  • 41
    • 0032296753 scopus 로고    scopus 로고
    • Connected vibrations: A modal analysis approach for non-rigid motion tracking
    • H. Tao and T. S. Huang, "Connected vibrations: A modal analysis approach for non-rigid motion tracking," in Proc. CVPR, 1998, pp. 735-740.
    • (1998) Proc. CVPR , pp. 735-740
    • Tao, H.1    Huang, T.S.2
  • 42
    • 34250830971 scopus 로고
    • Principal warps: Thin-plate splines and the decomposition of deformations
    • Jun.
    • F. L. Bookstein, "Principal warps: Thin-plate splines and the decomposition of deformations," IEEE Trans. Pattern Anal. Mach. Intell., vol. 11, no. 6, pp. 567-585, Jun. 1989.
    • (1989) IEEE Trans. Pattern Anal. Mach. Intell. , vol.11 , Issue.6 , pp. 567-585
    • Bookstein, F.L.1
  • 43
    • 67650668039 scopus 로고    scopus 로고
    • A high-resolution 3D dynamic facial expression database
    • L. Yin, X. Chen, Y. Sun, T. Worm, and M. Reale, "A high-resolution 3D dynamic facial expression database," in Proc. AFGR, 2008, pp. 1-6.
    • (2008) Proc. AFGR , pp. 1-6
    • Yin, L.1    Chen, X.2    Sun, Y.3    Worm, T.4    Reale, M.5


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.