메뉴 건너뛰기




Volumn 21, Issue 3, 2012, Pages 1366-1380

Color local texture features for color face recognition

Author keywords

Color face recognition (FR); color local texture features; color spaces; combination; Gabor wavelets; local binary pattern (LBP)

Indexed keywords

COLOR FACE RECOGNITION (FR); COLOR SPACES; COMBINATION; GABOR WAVELETS; LOCAL BINARY PATTERNS;

EID: 84863180521     PISSN: 10577149     EISSN: None     Source Type: Journal    
DOI: 10.1109/TIP.2011.2168413     Document Type: Article
Times cited : (144)

References (54)
  • 1
    • 1842481323 scopus 로고    scopus 로고
    • Face recognition technology: Security versus privacy
    • Spring
    • K. W. Bowyer, "Face recognition technology: Security versus privacy," IEEE Technol. Soc. Mag., vol. 23, no. 1, pp. 9-19, Spring 2004.
    • (2004) IEEE Technol. Soc. Mag. , vol.23 , Issue.1 , pp. 9-19
    • Bowyer, K.W.1
  • 3
    • 77957960791 scopus 로고    scopus 로고
    • Automatic face annotation in photo collections using context-based unsupervised clustering and face information fusion
    • Oct.
    • J. Y. Choi, W. De Neve, Y. M. Ro, and K. N. Plataniotis, "Automatic face annotation in photo collections using context-based unsupervised clustering and face information fusion," IEEE Trans. Circuits Syst. Video Technol., vol. 20, no. 10, pp. 1292-1309, Oct. 2010.
    • (2010) IEEE Trans. Circuits Syst. Video Technol. , vol.20 , Issue.10 , pp. 1292-1309
    • Choi, J.Y.1    De Neve, W.2    Ro, Y.M.3    Plataniotis, K.N.4
  • 4
    • 34648825723 scopus 로고    scopus 로고
    • A comparative study of local matching approach for face recognition
    • DOI 10.1109/TIP.2007.904421
    • J. Zou, Q. Ji, and G. Nagy, "A comparative study of local matching approach for face recognition," IEEE Trans. Image Process., vol. 16, no. 10, pp. 2617-2628, Oct. 2007. (Pubitemid 47456027)
    • (2007) IEEE Transactions on Image Processing , vol.16 , Issue.10 , pp. 2617-2628
    • Zou, J.1    Ji, Q.2    Nagy, G.3
  • 5
    • 68149125478 scopus 로고    scopus 로고
    • Hierarchical ensemble of global and local classifiers for face recognition
    • Aug.
    • Y. Su, S. Shan, X. Chen, and W. Gao, "Hierarchical ensemble of global and local classifiers for face recognition," IEEE Trans. Image Process., vol. 18, no. 8, pp. 1885-1896, Aug. 2009.
    • (2009) IEEE Trans. Image Process. , vol.18 , Issue.8 , pp. 1885-1896
    • Su, Y.1    Shan, S.2    Chen, X.3    Gao, W.4
  • 6
    • 77951264260 scopus 로고    scopus 로고
    • Fusing local patterns of Gabor magnitude and phase for face recognition
    • May
    • S. Xie, S. Shan, X. Chen, and J. Chen, "Fusing local patterns of Gabor magnitude and phase for face recognition," IEEE Trans. Image Process., vol. 19, no. 5, pp. 1349-1361, May 2010.
    • (2010) IEEE Trans. Image Process. , vol.19 , Issue.5 , pp. 1349-1361
    • Xie, S.1    Shan, S.2    Chen, X.3    Chen, J.4
  • 7
    • 0036543747 scopus 로고    scopus 로고
    • Gabor feature based classification using the enhanced Fisher linear discriminant model for face recognition
    • DOI 10.1109/TIP.2002.999679, PII S1057714902035480
    • C. Liu and H. Wechsler, "Gabor feature based classification using the enhanced fisher linear discriminant model for face recognition," IEEE Trans. Image Process., vol. 11, no. 4, pp. 467-476, Apr. 2002. (Pubitemid 34692396)
    • (2002) IEEE Transactions on Image Processing , vol.11 , Issue.4 , pp. 467-476
    • Liu, C.1    Wechsler, H.2
  • 9
    • 2642583120 scopus 로고    scopus 로고
    • Classification with color and texture: Jointly or separately?
    • DOI 10.1016/j.patcog.2003.11.011, PII S0031320303004321
    • T. Maenpaa and M. Pietikainen, "Classification with color and texture: Jointly or separately," Pattern Recognit., vol. 37, no. 8, pp. 1629-1640, Aug. 2004. (Pubitemid 38728577)
    • (2004) Pattern Recognition , vol.37 , Issue.8 , pp. 1629-1640
    • Maenpaa, T.1    Pietikainen, M.2
  • 10
    • 0035425908 scopus 로고    scopus 로고
    • Experiments in colour texture analysis
    • DOI 10.1016/S0167-8655(01)00058-7, PII S0167865501000587
    • A. Drimbarean and P. F. Whelan, "Experiments in colour texture analysis," Pattern Recognit. Lett., vol. 22, no. 10, pp. 1161-1167, Aug. 2001. (Pubitemid 32680169)
    • (2001) Pattern Recognition Letters , vol.22 , Issue.10 , pp. 1161-1167
    • Drimbarean, A.1    Whelan, P.F.2
  • 11
    • 0035368851 scopus 로고    scopus 로고
    • Perceptually uniform color spaces for color texture analysis: An empirical evaluation
    • DOI 10.1109/83.923289, PII S1057714901044888
    • G. Paschos, "Perceptually uniform color spaces for color texture analysis: An empirical evaluation," IEEE Trans. Image Process., vol. 10, no. 6, pp. 932-937, Jun. 2001. (Pubitemid 32498467)
    • (2001) IEEE Transactions on Image Processing , vol.10 , Issue.6 , pp. 932-937
    • Paschos, G.1
  • 12
    • 0347380229 scopus 로고    scopus 로고
    • The CMU pose, illumination, and expression database
    • Dec.
    • T. Sim, S. Baker, and M. Bsat, "The CMU pose, illumination, and expression database," IEEE Trans. Pattern Anal. Mach. Intell., vol. 25, no. 12, pp. 1615-1618, Dec. 2003.
    • (2003) IEEE Trans. Pattern Anal. Mach. Intell. , vol.25 , Issue.12 , pp. 1615-1618
    • Sim, T.1    Baker, S.2    Bsat, M.3
  • 13
    • 0034290919 scopus 로고    scopus 로고
    • The FERET evaluation methodology for face recognition algorithms
    • Oct.
    • P. J. Phillips, H. Moon, S. A. Rizvi, and P. J. Rauss, "The FERET evaluation methodology for face recognition algorithms," IEEE Trans. Pattern Anal. Mach. Intell., vol. 22, no. 10, pp. 1090-1104, Oct. 2000.
    • (2000) IEEE Trans. Pattern Anal. Mach. Intell. , vol.22 , Issue.10 , pp. 1090-1104
    • Phillips, P.J.1    Moon, H.2    Rizvi, S.A.3    Rauss, P.J.4
  • 16
    • 33745953205 scopus 로고    scopus 로고
    • Local Gabor Binary Pattern Histogram Sequence (LGBPHS): A novel non-statistical model for face representation and recognition
    • DOI 10.1109/ICCV.2005.147, 1541333, Proceedings - 10th IEEE International Conference on Computer Vision, ICCV 2005
    • W. Zhang, S. Shan, W. Gao, X. Chen, and H. Zhang, "Local Gabor binary pattern histogram sequence (LGBPHS): A novel non-statistical model for face representation and recognition," in Proc. IEEE ICCV, 2005, pp. 786-791. (Pubitemid 44055035)
    • (2005) Proceedings of the IEEE International Conference on Computer Vision , vol.I , pp. 786-791
    • Zhang, W.1    Shan, S.2    Gao, W.3    Chen, X.4    Zhang, H.5
  • 18
    • 27844475745 scopus 로고    scopus 로고
    • Comparative assessment of content-based face image retrieval in different color spaces
    • DOI 10.1142/S0218001405004381, PII S0218001405004381
    • P. Shih and C. Liu, "Comparative assessment of content-based face image retrieval in different color spaces," Int. J. Pattern Recog. Artif. Intell., vol. 19, no. 7, pp. 873-893, Nov. 2005. (Pubitemid 41643890)
    • (2005) International Journal of Pattern Recognition and Artificial Intelligence , vol.19 , Issue.7 , pp. 873-893
    • Shih, P.1    Liu, C.2
  • 19
    • 51849158885 scopus 로고    scopus 로고
    • Improving the face recognition grand challenge baseline performance using color configurations across color spaces
    • P. Shih and C. Liu, "Improving the face recognition grand challenge baseline performance using color configurations across color spaces," in Proc. IEEE ICIP, 2006, pp. 1001-1004.
    • (2006) Proc. IEEE ICIP , pp. 1001-1004
    • Shih, P.1    Liu, C.2
  • 21
    • 57749089599 scopus 로고    scopus 로고
    • Color image discriminant models and algorithms for face recognition
    • Dec.
    • J.Wang and C. Liu, "Color image discriminant models and algorithms for face recognition," IEEE Trans. Neural Netw., vol. 19, no. 12, pp. 2088-2098, Dec. 2008.
    • (2008) IEEE Trans. Neural Netw. , vol.19 , Issue.12 , pp. 2088-2098
    • Wang, J.1    Liu, C.2
  • 22
    • 44049092931 scopus 로고    scopus 로고
    • Learning the uncorrelated, independent, and discriminating color spaces for face recognition
    • DOI 10.1109/TIFS.2008.923824, 4512014
    • C. Liu, "Learning the uncorrelated, independent, and discriminating color spaces for face recognition," IEEE Trans. Inf. Forensics Security, vol. 3, no. 2, pp. 213-222, Jun. 2008. (Pubitemid 351709455)
    • (2008) IEEE Transactions on Information Forensics and Security , vol.3 , Issue.2 , pp. 213-222
    • Liu, C.1
  • 23
    • 77957980437 scopus 로고    scopus 로고
    • Color space normalization: Enhancing the discriminating power of color spaces for face recognition
    • J. Yang, C. Liu, and L. Zhang, "Color space normalization: Enhancing the discriminating power of color spaces for face recognition," Pattern Recognit., vol. 35, no. 1, pp. 615-625, 2002.
    • (2002) Pattern Recognit. , vol.35 , Issue.1 , pp. 615-625
    • Yang, J.1    Liu, C.2    Zhang, L.3
  • 24
    • 77951256138 scopus 로고    scopus 로고
    • Fusion of color, local spatial and global frequency information for face recognition
    • Aug.
    • Z. Liu and C. Liu, "Fusion of color, local spatial and global frequency information for face recognition," Pattern Recognit., vol. 43, no. 8, pp. 2882-2890, Aug. 2010.
    • (2010) Pattern Recognit. , vol.43 , Issue.8 , pp. 2882-2890
    • Liu, Z.1    Liu, C.2
  • 25
    • 0031672914 scopus 로고    scopus 로고
    • A multiscale representation including opponent color features for texture recognition
    • PII S1057714998003376
    • A. Jain and G. Healey, "A multiscale representation including opponent color features for texture recognition," IEEE Trans. Image Process., vol. 7, no. 1, pp. 124-128, Jan. 1998. (Pubitemid 128745330)
    • (1998) IEEE Transactions on Image Processing , vol.7 , Issue.1 , pp. 124-128
    • Jain, A.1    Healey, G.2
  • 26
    • 25144471298 scopus 로고    scopus 로고
    • Score normalization in multimodal biometric systems
    • DOI 10.1016/j.patcog.2005.01.012, PII S0031320305000592
    • A. Jain, K. Nandakumar, and A. Ross, "Score normalization in multimodal biometric systems," Pattern Recognit., vol. 38, no. 12, pp. 2270-2285, Dec. 2005. (Pubitemid 41336698)
    • (2005) Pattern Recognition , vol.38 , Issue.12 , pp. 2270-2285
    • Jain, A.1    Nandakumar, K.2    Ross, A.3
  • 28
    • 0036647193 scopus 로고    scopus 로고
    • Multiresolution gray-scale and rotation invariant texture classification with local binary patterns
    • DOI 10.1109/TPAMI.2002.1017623
    • T. Ojala, M. Pietikainen, and T. Maenpaa, "Multiresolution gray-scale and rotation invariant texture classification with local binary patterns," IEEE Trans. Pattern Anal. Mach. Intell., vol. 24, no. 7, pp. 971-987, Jul. 2002. (Pubitemid 34835471)
    • (2002) IEEE Transactions on Pattern Analysis and Machine Intelligence , vol.24 , Issue.7 , pp. 971-987
    • Ojala, T.1    Pietikainen, M.2    Maenpaa, T.3
  • 30
    • 0026065565 scopus 로고
    • Eigenfaces for recognition
    • M. A. Turk and A. P. Pentland, "Eigenfaces for recognition," J. Cogn. Neurosci., vol. 3, no. 1, pp. 71-86, 1991.
    • (1991) J. Cogn. Neurosci. , vol.3 , Issue.1 , pp. 71-86
    • Turk, M.A.1    Pentland, A.P.2
  • 33
    • 0037276932 scopus 로고    scopus 로고
    • Face recognition using kernel direct discriminant analysis algorithms
    • Jan.
    • J. Lu, K. N. Plataniotis, and A. N. Venetsanopoulos, "Face recognition using kernel direct discriminant analysis algorithms," IEEE Trans. Neural Netw., vol. 14, no. 1, pp. 117-126, Jan. 2003.
    • (2003) IEEE Trans. Neural Netw. , vol.14 , Issue.1 , pp. 117-126
    • Lu, J.1    Plataniotis, K.N.2    Venetsanopoulos, A.N.3
  • 34
    • 1842809903 scopus 로고    scopus 로고
    • Distance measures for PCA-based face recognition
    • DOI 10.1016/j.patrec.2004.01.011, PII S0167865504000248
    • V. Perlibakas, "Distance measures for PCA-based face recognition," Pattern Recognit. Lett., vol. 25, no. 6, pp. 711-724, Apr. 2004. (Pubitemid 38459483)
    • (2004) Pattern Recognition Letters , vol.25 , Issue.6 , pp. 711-724
    • Perlibakas, V.1
  • 36
    • 0142120484 scopus 로고    scopus 로고
    • Regularized discriminant analysis for the small sample size problem in face recognition
    • DOI 10.1016/S0167-8655(03)00167-3
    • J. Lu, K. N. Plataniotis, and A. N. Venetsanopoulos, "Regularized discriminant analysis for the small sample size problem in face recognition," Pattern Recognit. Lett., vol. 24, no. 16, pp. 3079-3087, Dec. 2003. (Pubitemid 37293335)
    • (2003) Pattern Recognition Letters , vol.24 , Issue.16 , pp. 3079-3087
    • Lu, J.1    Plataniotis, K.N.2    Venetsanopoulos, A.N.3
  • 37
    • 4644373995 scopus 로고    scopus 로고
    • Classifier combination based on confidence transformation
    • Jan.
    • C. L. Liu, "Classifier combination based on confidence transformation," Pattern Recognit., vol. 38, no. 1, pp. 11-28, Jan. 2005.
    • (2005) Pattern Recognit. , vol.38 , Issue.1 , pp. 11-28
    • Liu, C.L.1
  • 38
    • 77951958111 scopus 로고    scopus 로고
    • Robust low-resolution face identification and verification using high-resolution features
    • P. H. Hennings-Yeomans, B. V. K. Vijaya Kumar, and S. Baker, "Robust low-resolution face identification and verification using high-resolution features," in Proc. IEEE ICIP, 2009, pp. 33-36.
    • (2009) Proc. IEEE ICIP , pp. 33-36
    • Hennings-Yeomans, P.H.1    Vijaya Kumar, B.V.K.2    Baker, S.3
  • 41
    • 0020767543 scopus 로고
    • Spatiotemporal variation of chromatic and achromatic contrast thresholds
    • Jun.
    • D. H. Kelly, "Spatiotemporal variation of chromatic and achromatic contrast thresholds," J. Opt. Soc. Amer., vol. 73, no. 6, pp. 742-749, Jun. 1983.
    • (1983) J. Opt. Soc. Amer. , vol.73 , Issue.6 , pp. 742-749
    • Kelly, D.H.1
  • 42
    • 0001868598 scopus 로고
    • A computational model of spatiochromatic image coding in early vision
    • J. B. Derrico and G. Buchsbaum, "A computational model of spatiochromatic image coding in early vision," J. Vis. Commun. Image Represent., vol. 2, pp. 31-38, 1991.
    • (1991) J. Vis. Commun. Image Represent. , vol.2 , pp. 31-38
    • Derrico, J.B.1    Buchsbaum, G.2
  • 43
    • 51949088884 scopus 로고    scopus 로고
    • Face tracking and recognition with visual constraints in real-world videos
    • M. Kim, S. Kumar, V. Pavlovic, and H. Rowley, "Face tracking and recognition with visual constraints in real-world videos," in Proc. IEEE Int. Conf. CVPR, 2008, pp. 1-8.
    • (2008) Proc. IEEE Int. Conf. CVPR , pp. 1-8
    • Kim, M.1    Kumar, S.2    Pavlovic, V.3    Rowley, H.4
  • 44
    • 84863168318 scopus 로고    scopus 로고
    • A secure face recognition system for mobile-devices without the need of decryption
    • S. Mukherjee, Z. Chen, A. Gangopadhyay, and S. Russell, "A secure face recognition system for mobile-devices without the need of decryption," in Proc. Workshop SKM, 2008, pp. 11-16.
    • (2008) Proc. Workshop SKM , pp. 11-16
    • Mukherjee, S.1    Chen, Z.2    Gangopadhyay, A.3    Russell, S.4
  • 45
    • 52649094942 scopus 로고    scopus 로고
    • A hybrid color and frequency features method for face recognition
    • Oct.
    • Z. Liu and C. Liu, "A hybrid color and frequency features method for face recognition," IEEE Trans. Image Process., vol. 17, no. 10, pp. 1975-1980, Oct. 2008.
    • (2008) IEEE Trans. Image Process. , vol.17 , Issue.10 , pp. 1975-1980
    • Liu, Z.1    Liu, C.2
  • 46
    • 0028416938 scopus 로고
    • Independent component analysis, a new concept?
    • Apr.
    • P. Comon, "Independent component analysis, a new concept?," Signal Process., vol. 36, no. 3, pp. 287-314, Apr. 1994.
    • (1994) Signal Process. , vol.36 , Issue.3 , pp. 287-314
    • Comon, P.1
  • 47
    • 33847375905 scopus 로고    scopus 로고
    • Selection and fusion of color models for image feature detection
    • DOI 10.1109/TPAMI.2007.58
    • H. Stokman and T. Gevers, "Selection and fusion of color models for image feature detection," IEEE Trans. Pattern Anal. Mach. Intell., vol. 29, no. 3, pp. 371-381, Mar. 2007. (Pubitemid 46336414)
    • (2007) IEEE Transactions on Pattern Analysis and Machine Intelligence , vol.29 , Issue.3 , pp. 371-381
    • Stokman, H.1    Gevers, T.2
  • 48
    • 79751535093 scopus 로고    scopus 로고
    • SCface-Surveillance cameras face database
    • Feb.
    • M. Grgic, K. Delac, and S. Grgic, "SCface-Surveillance cameras face database," Multimedia Tools Appl., vol. 51, no. 3, pp. 863-879, Feb. 2011.
    • (2011) Multimedia Tools Appl. , vol.51 , Issue.3 , pp. 863-879
    • Grgic, M.1    Delac, K.2    Grgic, S.3
  • 51
    • 0001729988 scopus 로고
    • Illumination-invariant recognition of texture in color images
    • G. Healey and L. Wang, "Illumination-invariant recognition of texture in color images," J. Opt. Soc. Amer. A, Opt. Image Sci. Vis., vol. 12, no. 9, pp. 1877-1883, 1995.
    • (1995) J. Opt. Soc. Amer. A, Opt. Image Sci. Vis. , vol.12 , Issue.9 , pp. 1877-1883
    • Healey, G.1    Wang, L.2
  • 52
    • 48749091360 scopus 로고    scopus 로고
    • Multispectral local binary pattern histogram for component-based color face verification
    • C. H. Chan, J. Kittler, and K. Messer, "Multispectral local binary pattern histogram for component-based color face verification," in Proc. IEEE Int. Conf. BTAS, 2007, pp. 1-7.
    • (2007) Proc. IEEE Int. Conf. BTAS , pp. 1-7
    • Chan, C.H.1    Kittler, J.2    Messer, K.3
  • 53
    • 78149477809 scopus 로고    scopus 로고
    • Multi-scale color local binary patterns for visual object classes recognition
    • C. Zhu, C. E. Bichot, and L. Chen, "Multi-scale color local binary patterns for visual object classes recognition," in Proc. IEEE ICPR, 2010, pp. 3065-3068.
    • (2010) Proc. IEEE ICPR , pp. 3065-3068
    • Zhu, C.1    Bichot, C.E.2    Chen, L.3
  • 54
    • 79955388364 scopus 로고    scopus 로고
    • Boosting color feature selection for color face recognition
    • May
    • J. Y. Choi, Y. M. Ro, and K. N. Plataniotis, "Boosting color feature selection for color face recognition," IEEE Trans. Image Process., vol. 20, no. 5, pp. 1-10, May 2011.
    • (2011) IEEE Trans. Image Process. , vol.20 , Issue.5 , pp. 1-10
    • Choi, J.Y.1    Ro, Y.M.2    Plataniotis, K.N.3


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.