메뉴 건너뛰기




Volumn 2015 International Conference on Computer Vision, ICCV 2015, Issue , 2015, Pages 3721-3729

Simultaneous local binary feature learning and encoding for face recognition

Author keywords

[No Author keywords available]

Indexed keywords

BINS; COMPUTER VISION; ENCODING (SYMBOLS); FEATURE EXTRACTION; PIXELS;

EID: 84973885417     PISSN: 15505499     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/ICCV.2015.424     Document Type: Conference Paper
Times cited : (37)

References (56)
  • 1
    • 33947167478 scopus 로고    scopus 로고
    • Face description with local binary patterns: Application to face recognition
    • T. Ahonen, A. Hadid, and M. Pietikainen. Face description with local binary patterns: Application to face recognition. PAMI, 28(12):2037-2041, 2006.
    • (2006) PAMI , vol.28 , Issue.12 , pp. 2037-2041
    • Ahonen, T.1    Hadid, A.2    Pietikainen, M.3
  • 2
    • 84893721002 scopus 로고    scopus 로고
    • Efficient processing of mrfs for unconstrained-pose face recognition
    • S. R. Arashloo and J. Kittler. Efficient processing of mrfs for unconstrained-pose face recognition. In BTAS, pages 1-8, 2013.
    • (2013) BTAS , pp. 1-8
    • Arashloo, S.R.1    Kittler, J.2
  • 3
    • 84898819467 scopus 로고    scopus 로고
    • Fast high dimensional vector multiplication face recognition
    • O. Barkan, J. Weill, L. Wolf, and H. Aronowitz. Fast high dimensional vector multiplication face recognition. In ICCV, pages 1960-1967, 2013.
    • (2013) ICCV , pp. 1960-1967
    • Barkan, O.1    Weill, J.2    Wolf, L.3    Aronowitz, H.4
  • 4
    • 0031185845 scopus 로고    scopus 로고
    • Eigenfaces vs. Fisherfaces: Recognition using class specific linear projection
    • P. N. Belhumeur, J. Hespanha, and D. J. Kriegman. Eigenfaces vs. fisherfaces: recognition using class specific linear projection. PAMI, 19(7):711-720, 1997.
    • (1997) PAMI , vol.19 , Issue.7 , pp. 711-720
    • Belhumeur, P.N.1    Hespanha, J.2    Kriegman, D.J.3
  • 7
    • 84898801171 scopus 로고    scopus 로고
    • A practical transfer learning algorithm for face verification
    • X. Cao, D. Wipf, F. Wen, G. Duan, and J. Sun. A practical transfer learning algorithm for face verification. In ICCV, pages 3208-3215, 2013.
    • (2013) ICCV , pp. 3208-3215
    • Cao, X.1    Wipf, D.2    Wen, F.3    Duan, G.4    Sun, J.5
  • 8
    • 77955988832 scopus 로고    scopus 로고
    • Face recognition with learningbased descriptor
    • Z. Cao, Q. Yin, X. Tang, and J. Sun. Face recognition with learningbased descriptor. In CVPR, pages 2707-2714, 2010.
    • (2010) CVPR , pp. 2707-2714
    • Cao, Z.1    Yin, Q.2    Tang, X.3    Sun, J.4
  • 9
    • 84887396870 scopus 로고    scopus 로고
    • Blessing of dimensionality: High-dimensional feature and its efficient compression for face verification
    • D. Chen, X. Cao, F. Wen, and J. Sun. Blessing of dimensionality: high-dimensional feature and its efficient compression for face verification. In CVPR, pages 3025-3032, 2013.
    • (2013) CVPR , pp. 3025-3032
    • Chen, D.1    Cao, X.2    Wen, F.3    Sun, J.4
  • 10
    • 79958697382 scopus 로고    scopus 로고
    • Beyond simple features: A large-scale feature search approach to unconstrained face recognition
    • D. Cox and N. Pinto. Beyond simple features: A large-scale feature search approach to unconstrained face recognition. In FG, pages 8-15, 2011.
    • (2011) FG , pp. 8-15
    • Cox, D.1    Pinto, N.2
  • 11
    • 84887338978 scopus 로고    scopus 로고
    • Fusing robust face region descriptors via multiple metric learning for face recognition in the wild
    • Z. Cui, W. Li, D. Xu, S. Shan, and X. Chen. Fusing robust face region descriptors via multiple metric learning for face recognition in the wild. In CVPR, pages 3554-3561, 2013.
    • (2013) CVPR , pp. 3554-3561
    • Cui, Z.1    Li, W.2    Xu, D.3    Shan, S.4    Chen, X.5
  • 12
    • 80052874105 scopus 로고    scopus 로고
    • Iterative quantization: A procrustean approach to learning binary codes
    • Y. Gong and S. Lazebnik. Iterative quantization: A procrustean approach to learning binary codes. In CVPR, pages 817-824, 2011.
    • (2011) CVPR , pp. 817-824
    • Gong, Y.1    Lazebnik, S.2
  • 14
    • 84887476438 scopus 로고    scopus 로고
    • Volume structured ordinal features with background similarity measure for video face recognition
    • M.-V. Heydi, M.-D. Yoanna, and Z. Chai. Volume structured ordinal features with background similarity measure for video face recognition. In ICB, pages 1-6, 2013.
    • (2013) ICB , pp. 1-6
    • Heydi, M.-V.1    Yoanna, M.-D.2    Chai, Z.3
  • 15
    • 84911459575 scopus 로고    scopus 로고
    • Discriminative deep metric learning for face verification in the wild
    • J. Hu, J. Lu, and Y.-P. Tan. Discriminative deep metric learning for face verification in the wild. In CVPR, pages 1875-1882, 2014.
    • (2014) CVPR , pp. 1875-1882
    • Hu, J.1    Lu, J.2    Tan, Y.-P.3
  • 16
    • 84983672181 scopus 로고    scopus 로고
    • Large margin multi-metric learning for face and kinship verification in the wild
    • J. Hu, J. Lu, J. Yuan, and Y.-P. Tan. Large margin multi-metric learning for face and kinship verification in the wild. In ACCV, pages 252-267. 2015.
    • (2015) ACCV , pp. 252-267
    • Hu, J.1    Lu, J.2    Yuan, J.3    Tan, Y.-P.4
  • 18
    • 84866691616 scopus 로고    scopus 로고
    • Learning hierarchical representations for face verification with convolutional deep belief networks
    • G. B. Huang, H. Lee, and E. G. Learned-Miller. Learning hierarchical representations for face verification with convolutional deep belief networks. In CVPR, pages 2518-2525, 2012.
    • (2012) CVPR , pp. 2518-2525
    • Huang, G.B.1    Lee, H.2    Learned-Miller, E.G.3
  • 19
    • 84898443616 scopus 로고    scopus 로고
    • Face recognition using local quantized patterns
    • S. U. Hussain, T. Napoléon, F. Jurie, et al. Face recognition using local quantized patterns. In BMVC, pages 1-12, 2012.
    • (2012) BMVC , pp. 1-12
    • Hussain, S.U.1    Napoléon, T.2    Jurie, F.3
  • 20
    • 84941030130 scopus 로고    scopus 로고
    • 3d assisted face recognition: A survey of 3d imaging, modelling and recognition approachest
    • J. Kittler, A. Hilton, M. Hamouz, and J. Illingworth. 3d assisted face recognition: A survey of 3d imaging, modelling and recognition approachest. In ECCV, pages 469-481, 2004.
    • (2004) ECCV , pp. 469-481
    • Kittler, J.1    Hilton, A.2    Hamouz, M.3    Illingworth, J.4
  • 21
    • 85162310599 scopus 로고    scopus 로고
    • ICA with reconstruction cost for efficient overcomplete feature learning
    • Q. V. Le, A. Karpenko, J. Ngiam, and A. Y. Ng. ICA with reconstruction cost for efficient overcomplete feature learning. In NIPS, pages 1017-1025, 2011.
    • (2011) NIPS , pp. 1017-1025
    • Le, Q.V.1    Karpenko, A.2    Ngiam, J.3    Ng, A.Y.4
  • 22
    • 84864036295 scopus 로고    scopus 로고
    • Efficient sparse coding algorithms
    • H. Lee, A. Battle, R. Raina, and A. Ng. Efficient sparse coding algorithms. In NIPS, pages 801-808, 2006.
    • (2006) NIPS , pp. 801-808
    • Lee, H.1    Battle, A.2    Raina, R.3    Ng, A.4
  • 23
    • 37849047511 scopus 로고    scopus 로고
    • Face recognition with local gabor textons
    • Z. Lei, S. Z. Li, R. Chu, and X. Zhu. Face recognition with local gabor textons. In ICB, pages 49-57, 2007.
    • (2007) ICB , pp. 49-57
    • Lei, Z.1    Li, S.Z.2    Chu, R.3    Zhu, X.4
  • 24
    • 79551535264 scopus 로고    scopus 로고
    • Face recognition by exploring information jointly in space, scale and orientation
    • Z. Lei, S. Liao, M. Pietikainen, and S. Z. Li. Face recognition by exploring information jointly in space, scale and orientation. TIP, 20(1):247-256, 2011.
    • (2011) TIP , vol.20 , Issue.1 , pp. 247-256
    • Lei, Z.1    Liao, S.2    Pietikainen, M.3    Li, S.Z.4
  • 25
    • 84973889038 scopus 로고    scopus 로고
    • Learning discriminant face descriptor
    • Z. Lei, M. Pietikainen, and S. Z. Li. Learning discriminant face descriptor. PAMI, 6(4):1275-1286, 2013.
    • (2013) PAMI , vol.6 , Issue.4 , pp. 1275-1286
    • Lei, Z.1    Pietikainen, M.2    Li, S.Z.3
  • 26
    • 84887343113 scopus 로고    scopus 로고
    • Probabilistic elastic matching for pose variant face verification
    • H. Li, G. Hua, Z. Lin, J. Brandt, and J. Yang. Probabilistic elastic matching for pose variant face verification. In CVPR, pages 3499-3506, 2013.
    • (2013) CVPR , pp. 3499-3506
    • Li, H.1    Hua, G.2    Lin, Z.3    Brandt, J.4    Yang, J.5
  • 27
    • 84959228300 scopus 로고    scopus 로고
    • Eigen-PEP for video face recognition
    • H. Li, G. Hua, X. Shen, Z. Lin, and J. Brandt. Eigen-PEP for video face recognition. In ACCV, pages 1-16, 2010.
    • (2010) ACCV , pp. 1-16
    • Li, H.1    Hua, G.2    Shen, X.3    Lin, Z.4    Brandt, J.5
  • 28
    • 0036543747 scopus 로고    scopus 로고
    • Gabor feature based classification using the enhanced fisher linear discriminant model for face recognition
    • C. Liu and H. Wechsler. Gabor feature based classification using the enhanced fisher linear discriminant model for face recognition. TIP, 11(4):467-476, 2002.
    • (2002) TIP , vol.11 , Issue.4 , pp. 467-476
    • Liu, C.1    Wechsler, H.2
  • 29
    • 3042535216 scopus 로고    scopus 로고
    • Distinctive image features from scale-invariant keypoints
    • D. G. Lowe. Distinctive image features from scale-invariant keypoints. IJCV, 60(2):91-110, 2004.
    • (2004) IJCV , vol.60 , Issue.2 , pp. 91-110
    • Lowe, D.G.1
  • 30
    • 79952502480 scopus 로고    scopus 로고
    • Cosine similarity metric learning for face verification
    • H. V. Nguyen and L. Bai. Cosine similarity metric learning for face verification. In ACCV, pages 709-720, 2010.
    • (2010) ACCV , pp. 709-720
    • Nguyen, H.V.1    Bai, L.2
  • 31
    • 0034290919 scopus 로고    scopus 로고
    • The FERET evaluation methodology for face-recognition algorithms
    • P. J. Phillips, H. Moon, S. A. Rizvi, and P. J. Rauss. The FERET evaluation methodology for face-recognition algorithms. PAMI, 22(10):1090-1104, 2000.
    • (2000) PAMI , vol.22 , Issue.10 , pp. 1090-1104
    • Phillips, P.J.1    Moon, H.2    Rizvi, S.A.3    Rauss, P.J.4
  • 32
    • 82055208401 scopus 로고    scopus 로고
    • Face verification using the lark representation
    • H. J. Seo and P. Milanfar. Face verification using the lark representation. TIFS, 6(4):1275-1286, 2011.
    • (2011) TIFS , vol.6 , Issue.4 , pp. 1275-1286
    • Seo, H.J.1    Milanfar, P.2
  • 33
    • 33749643872 scopus 로고    scopus 로고
    • Robust facial expression recognition using local binary patterns
    • C. Shan, S. Gong, and P. W. McOwan. Robust facial expression recognition using local binary patterns. In ICIP, volume 2, pages 914-917, 2005.
    • (2005) ICIP , vol.2 , pp. 914-917
    • Shan, C.1    Gong, S.2    McOwan, P.W.3
  • 34
    • 63449136395 scopus 로고    scopus 로고
    • Facial expression recognition based on local binary patterns: A comprehensive study
    • C. Shan, S. Gong, and P. W. McOwan. Facial expression recognition based on local binary patterns: A comprehensive study. Image and Vision Computing, 27(6):803-816, 2009.
    • (2009) Image and Vision Computing , vol.27 , Issue.6 , pp. 803-816
    • Shan, C.1    Gong, S.2    McOwan, P.W.3
  • 35
    • 84867866840 scopus 로고    scopus 로고
    • Local higher-order statistics (LHS) for texture categorization and facial analysis
    • G. Sharma, S. ul Hussain, and F. Jurie. Local higher-order statistics (LHS) for texture categorization and facial analysis. In ECCV, pages 1-12, 2012.
    • (2012) ECCV , pp. 1-12
    • Sharma, G.1    Ul Hussain, S.2    Jurie, F.3
  • 36
    • 84911126535 scopus 로고    scopus 로고
    • Deep learning face representation from predicting 10, 000 classes
    • Y. Sun, X. Wang, and X. Tang. Deep learning face representation from predicting 10, 000 classes. In CVPR, pages 1891-1898, 2014.
    • (2014) CVPR , pp. 1891-1898
    • Sun, Y.1    Wang, X.2    Tang, X.3
  • 37
    • 84911198048 scopus 로고    scopus 로고
    • Deepface: Closing the gap to human-level performance in face verification
    • Y. Taigman, M. Yang, M. Ranzato, and L. Wolf. Deepface: Closing the gap to human-level performance in face verification. In CVPR, pages 1-8, 2014.
    • (2014) CVPR , pp. 1-8
    • Taigman, Y.1    Yang, M.2    Ranzato, M.3    Wolf, L.4
  • 39
    • 84930196145 scopus 로고    scopus 로고
    • Face recognition in unconstrained environments: A comparative study
    • R. Verschae, J. Ruiz-del Solar, M. Correa, et al. Face recognition in unconstrained environments: A comparative study. In ECCVW, pages 1-12, 2008.
    • (2008) ECCVW , pp. 1-12
    • Verschae, R.1    Ruiz-Del Solar, J.2    Correa, M.3
  • 40
    • 84872252939 scopus 로고    scopus 로고
    • Exploring patterns of gradient orientations and magnitudes for face recognition
    • N.-S. Vu. Exploring patterns of gradient orientations and magnitudes for face recognition. TIFS, 8(2):295-304, 2013.
    • (2013) TIFS , vol.8 , Issue.2 , pp. 295-304
    • Vu, N.-S.1
  • 41
    • 78149286544 scopus 로고    scopus 로고
    • Face recognition with patterns of oriented edge magnitudes
    • N.-S. Vu and A. Caplier. Face recognition with patterns of oriented edge magnitudes. In ECCV, pages 313-326, 2010.
    • (2010) ECCV , pp. 313-326
    • Vu, N.-S.1    Caplier, A.2
  • 42
    • 84857308147 scopus 로고    scopus 로고
    • Enhanced patterns of oriented edge magnitudes for face recognition and image matching
    • N.-S. Vu and A. Caplier. Enhanced patterns of oriented edge magnitudes for face recognition and image matching. TIP, 21(3):1352-1365, 2012.
    • (2012) TIP , vol.21 , Issue.3 , pp. 1352-1365
    • Vu, N.-S.1    Caplier, A.2
  • 43
    • 77955988108 scopus 로고    scopus 로고
    • Semi-supervised hashing for scalable image retrieval
    • J. Wang, S. Kumar, and S.-F. Chang. Semi-supervised hashing for scalable image retrieval. In CVPR, pages 3424-3431, 2010.
    • (2010) CVPR , pp. 3424-3431
    • Wang, J.1    Kumar, S.2    Chang, S.-F.3
  • 44
    • 84879905842 scopus 로고    scopus 로고
    • A feasible method for optimization with orthogonality constraints
    • Z. Wen andW. Yin. A feasible method for optimization with orthogonality constraints. Mathematical Programming, pages 1-38, 2013.
    • (2013) Mathematical Programming , pp. 1-38
    • Wen, Z.1    Yin, W.2
  • 45
    • 80052899838 scopus 로고    scopus 로고
    • Face recognition in unconstrained videos with matched background similarity
    • L. Wolf, T. Hassner, and I. Maoz. Face recognition in unconstrained videos with matched background similarity. In CVPR, pages 529-534, 2011.
    • (2011) CVPR , pp. 529-534
    • Wolf, L.1    Hassner, T.2    Maoz, I.3
  • 46
    • 84856103936 scopus 로고    scopus 로고
    • Descriptor based methods in the wild
    • L. Wolf, T. Hassner, and Y. Taigman. Descriptor based methods in the wild. In ECCVW, 2008.
    • (2008) ECCVW
    • Wolf, L.1    Hassner, T.2    Taigman, Y.3
  • 47
    • 78650470106 scopus 로고    scopus 로고
    • Similarity scores based on background samples
    • L. Wolf, T. Hassner, and Y. Taigman. Similarity scores based on background samples. In ACCV, pages 88-97, 2010.
    • (2010) ACCV , pp. 88-97
    • Wolf, L.1    Hassner, T.2    Taigman, Y.3
  • 48
    • 84887331684 scopus 로고    scopus 로고
    • The SVM-minus similarity score for video face recognition
    • L. Wolf and N. Levy. The SVM-minus similarity score for video face recognition. In CVPR, pages 3523-3530, 2013.
    • (2013) CVPR , pp. 3523-3530
    • Wolf, L.1    Levy, N.2
  • 49
    • 78651090983 scopus 로고    scopus 로고
    • Fast l 1-minimization algorithms and an application in robust face recognition: A review
    • A. Y. Yang, S. S. Sastry, A. Ganesh, and Y. Ma. Fast l 1-minimization algorithms and an application in robust face recognition: A review. In ICIP, pages 1849-1852, 2010.
    • (2010) ICIP , pp. 1849-1852
    • Yang, A.Y.1    Sastry, S.S.2    Ganesh, A.3    Ma, Y.4
  • 50
    • 84887359141 scopus 로고    scopus 로고
    • Towards pose robust face recognition
    • D. Yi, Z. Lei, and S. Z. Li. Towards pose robust face recognition. In CVPR, pages 3539-3545, 2013.
    • (2013) CVPR , pp. 3539-3545
    • Yi, D.1    Lei, Z.2    Li, S.Z.3
  • 51
    • 84857513492 scopus 로고    scopus 로고
    • Distance metric learning with eigenvalue optimization
    • Y. Ying and P. Li. Distance metric learning with eigenvalue optimization. JMLR, 13(1):1-26, 2012.
    • (2012) JMLR , vol.13 , Issue.1 , pp. 1-26
    • Ying, Y.1    Li, P.2
  • 52
    • 76849093371 scopus 로고    scopus 로고
    • Local derivative pattern versus local binary pattern: Face recognition with high-order local pattern descriptor
    • B. Zhang, Y. Gao, S. Zhao, and J. Liu. Local derivative pattern versus local binary pattern: face recognition with high-order local pattern descriptor. TIP, 19(2):533-544, 2010.
    • (2010) TIP , vol.19 , Issue.2 , pp. 533-544
    • Zhang, B.1    Gao, Y.2    Zhao, S.3    Liu, J.4
  • 53
    • 33847703333 scopus 로고    scopus 로고
    • Histogram of gabor phase patterns (hgpp): A novel object representation approach for face recognition
    • B. Zhang, S. Shan, X. Chen, and W. Gao. Histogram of gabor phase patterns (hgpp): A novel object representation approach for face recognition. TIP, 16(1):57-68, 2007.
    • (2007) TIP , vol.16 , Issue.1 , pp. 57-68
    • Zhang, B.1    Shan, S.2    Chen, X.3    Gao, W.4
  • 54
    • 33745953205 scopus 로고    scopus 로고
    • Local gabor binary pattern histogram sequence (lgbphs): A novel non-statistical model for face representation and recognition
    • 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 ICCV, pages 786-791, 2005.
    • (2005) ICCV , pp. 786-791
    • Zhang, W.1    Shan, S.2    Gao, W.3    Chen, X.4    Zhang, H.5
  • 56
    • 84949740059 scopus 로고    scopus 로고
    • High-fidelity pose and expression normalization for face recognition in the wild
    • X. Zhu, Z. Lei, J. Yan, D. Yi, and S. Z. Li. High-fidelity pose and expression normalization for face recognition in the wild. In CVPR, pages 787-796, 2015.
    • (2015) CVPR , pp. 787-796
    • Zhu, X.1    Lei, Z.2    Yan, J.3    Yi, D.4    Li, S.Z.5


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.