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Volumn 4881 LNCS, Issue , 2007, Pages 219-228

Influence of wavelet frequency and orientation in an SVM-based parallel gabor PCA face verification system

Author keywords

Data fusion; Face verification; Gabor wavelet; Parallel gabor principal component analysis; Support vector machine

Indexed keywords

ALGORITHMS; DATABASE SYSTEMS; PRINCIPAL COMPONENT ANALYSIS; SUPPORT VECTOR MACHINES; WAVELET ANALYSIS;

EID: 38549166205     PISSN: 03029743     EISSN: 16113349     Source Type: Book Series    
DOI: 10.1007/978-3-540-77226-2_23     Document Type: Conference Paper
Times cited : (21)

References (25)
  • 1
    • 0029304865 scopus 로고
    • Human and Machine Recognition of Faces: A Survey
    • Chellappa, R., Wilson, C.L., Sirohey, S.: Human and Machine Recognition of Faces: A Survey. Proceedings of the IEEE 83(5), 705-740 (1995)
    • (1995) Proceedings of the IEEE , vol.83 , Issue.5 , pp. 705-740
    • Chellappa, R.1    Wilson, C.L.2    Sirohey, S.3
  • 4
    • 0031185845 scopus 로고    scopus 로고
    • Eigenfaces vs. Fisherfaces: Recognition using class specific linear projection
    • Belhumeur, P.N., Hespanha, J.P., Kriegman, D.J.: Eigenfaces vs. Fisherfaces: Recognition using class specific linear projection. IEEE PAMI 19(7), 711-720 (1997)
    • (1997) IEEE PAMI , vol.19 , Issue.7 , pp. 711-720
    • Belhumeur, P.N.1    Hespanha, J.P.2    Kriegman, D.J.3
  • 5
    • 0022098435 scopus 로고
    • Uncertainty relation for resolution in space, spatial-frequency and orientation optimized by two-dimensional visual cortical filters
    • Daugman, J.G.: Uncertainty relation for resolution in space, spatial-frequency and orientation optimized by two-dimensional visual cortical filters. Journal of the Optical Society of America A: Optics Image Science and Vision 2(7), 1160-1169 (1985)
    • (1985) Journal of the Optical Society of America A: Optics Image Science and Vision , vol.2 , Issue.7 , pp. 1160-1169
    • Daugman, J.G.1
  • 8
    • 33749335686 scopus 로고    scopus 로고
    • A review on Gabor wavelets for face recognition
    • Shen, L., Bai, L.: A review on Gabor wavelets for face recognition. Pattern Analysis & Applications 9(2-3), 273-292 (2006)
    • (2006) Pattern Analysis & Applications , vol.9 , Issue.2-3 , pp. 273-292
    • Shen, L.1    Bai, L.2
  • 10
    • 0036543747 scopus 로고    scopus 로고
    • Gabor feature based classification using the enhanced Fisher linear discriminant model for face recognition
    • Liu, C.J., Wechsler, H.: Gabor feature based classification using the enhanced Fisher linear discriminant model for face recognition. IEEE Transactions on Image Processing 11(4), 467-476 (2002)
    • (2002) IEEE Transactions on Image Processing , vol.11 , Issue.4 , pp. 467-476
    • Liu, C.J.1    Wechsler, H.2
  • 12
    • 38549151578 scopus 로고    scopus 로고
    • Gabor wavelets and general discriminant analysis for face identification and verification. Journal of Image and Vision Computing 27, 1758-1767 (2006)
    • Gabor wavelets and general discriminant analysis for face identification and verification. Journal of Image and Vision Computing 27, 1758-1767 (2006)
  • 13
    • 28444486591 scopus 로고    scopus 로고
    • A SVM face recognition method based on Gabor-featured key points
    • Yeung, D.S, Liu, Z.-Q, Wang, X.-Z, Yan, H, eds, ICMLC 2005, Springer, Heidelberg
    • Qin, J., He, Z.-S.: A SVM face recognition method based on Gabor-featured key points. In: Yeung, D.S., Liu, Z.-Q., Wang, X.-Z., Yan, H. (eds.) ICMLC 2005. LNCS (LNAI), vol. 3930, pp. 5144-5149. Springer, Heidelberg (2006)
    • (2006) LNCS (LNAI , vol.3930 , pp. 5144-5149
    • Qin, J.1    He, Z.-S.2
  • 14
    • 0015810506 scopus 로고
    • Visual Asymmetry in Perception of Faces
    • Gilbert, C., Bakan, P.: Visual Asymmetry in Perception of Faces. Neuropsychologia 11(3), 355-362 (1973)
    • (1973) Neuropsychologia , vol.11 , Issue.3 , pp. 355-362
    • Gilbert, C.1    Bakan, P.2
  • 15
    • 0022051820 scopus 로고
    • Perceptual Asymmetries in Face Recognition
    • Rhodes, G.: Perceptual Asymmetries in Face Recognition. Brain and Cognition 4(2), 197-218 (1985)
    • (1985) Brain and Cognition , vol.4 , Issue.2 , pp. 197-218
    • Rhodes, G.1
  • 16
    • 34247207232 scopus 로고    scopus 로고
    • Understanding the role of facial asymmetry in human face identification
    • Mitra, S., Lazar, N.A., Liu, Y.: Understanding the role of facial asymmetry in human face identification. Journal Statistics and Computing 17(1), 57-70 (2007)
    • (2007) Journal Statistics and Computing , vol.17 , Issue.1 , pp. 57-70
    • Mitra, S.1    Lazar, N.A.2    Liu, Y.3
  • 17
    • 0030968985 scopus 로고    scopus 로고
    • Perceptual asymmetries in judgements of facial attractiveness, age, gender, speech and expression
    • Burt, D.M., Perrett, D.I.: Perceptual asymmetries in judgements of facial attractiveness, age, gender, speech and expression. Neuropsychologia 35(5), 685-693 (1997)
    • (1997) Neuropsychologia , vol.35 , Issue.5 , pp. 685-693
    • Burt, D.M.1    Perrett, D.I.2
  • 19
    • 29544449538 scopus 로고    scopus 로고
    • Symmetry impedes symmetry discrimination
    • Tjan, B.S., Liu, Z.L.: Symmetry impedes symmetry discrimination. Journal of Vision 5(10), 888-900 (2005)
    • (2005) Journal of Vision , vol.5 , Issue.10 , pp. 888-900
    • Tjan, B.S.1    Liu, Z.L.2
  • 20
    • 20444398130 scopus 로고    scopus 로고
    • Perceptual asymmetries are preserved in memory for highly familiar faces of self and friend
    • Brady, N., Campbell, M., Flaherty, M.: Perceptual asymmetries are preserved in memory for highly familiar faces of self and friend. Brain and Cognition 58(3), 334-342 (2005)
    • (2005) Brain and Cognition , vol.58 , Issue.3 , pp. 334-342
    • Brady, N.1    Campbell, M.2    Flaherty, M.3
  • 22
    • 38549124790 scopus 로고    scopus 로고
    • FRAV2D Database (2004), Freely available from: http://www.frav.es/ databases/frav2d/
    • FRAV2D Database (2004), Freely available from: http://www.frav.es/ databases/frav2d/
  • 24
    • 37249042648 scopus 로고    scopus 로고
    • Serrano, Å., de Diego, I.M., Conde, C., Cabello, E., Bai, L., Shen, L.: Fusion of Support Vector Classifiers for Parallel Gabor Methods Applied to Face Verification. In: Haindl, Kittler, J., Roli, F. (eds.) MCS 2007. LNCS, 4472, pp. 141-150. Springer, Heidelberg (2007)
    • Serrano, Å., de Diego, I.M., Conde, C., Cabello, E., Bai, L., Shen, L.: Fusion of Support Vector Classifiers for Parallel Gabor Methods Applied to Face Verification. In: Haindl, Kittler, J., Roli, F. (eds.) MCS 2007. LNCS, vol. 4472, pp. 141-150. Springer, Heidelberg (2007)


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.