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Volumn 8926, Issue , 2015, Pages 160-172

Some faces are more equal than others: Hierarchical organization for accurate and efficient large-scale identity-based face retrieval

Author keywords

[No Author keywords available]

Indexed keywords

COMPUTER VISION; DATABASE SYSTEMS;

EID: 84928781585     PISSN: 03029743     EISSN: 16113349     Source Type: Book Series    
DOI: 10.1007/978-3-319-16181-5_12     Document Type: Conference Paper
Times cited : (9)

References (48)
  • 1
    • 0036647193 scopus 로고    scopus 로고
    • Multiresolution gray-scale and rotation invariant texture classification with local binary patterns
    • Ojala, T., Pietikainen, M., Maenpaa, T.: Multiresolution gray-scale and rotation invariant texture classification with local binary patterns. PAMI 24(7), 971–987 (2002)
    • (2002) PAMI , vol.24 , Issue.7 , pp. 971-987
    • Ojala, T.1    Pietikainen, M.2    Maenpaa, T.3
  • 2
    • 77952634397 scopus 로고    scopus 로고
    • Enhanced local texture feature sets for face recognition under difficult lighting conditions
    • Tan, X., Triggs, B.: Enhanced local texture feature sets for face recognition under difficult lighting conditions. IEEE Transactions on Image Processing 19(6), 1635–1650 (2010)
    • (2010) IEEE Transactions on Image Processing , vol.19 , Issue.6 , pp. 1635-1650
    • Tan, X.1    Triggs, B.2
  • 3
    • 84867866840 scopus 로고    scopus 로고
    • Local higher-order statistics (LHS) for texture categorization and facial analysis
    • In: Fitzgibbon, A., Lazebnik, S., Perona, P., Sato, Y., Schmid, C. (eds.), Springer, Heidelberg
    • Sharma, G., ul Hussain, S., Jurie, F.: Local higher-order statistics (LHS) for texture categorization and facial analysis. In: Fitzgibbon, A., Lazebnik, S., Perona, P., Sato, Y., Schmid, C. (eds.) ECCV 2012, Part VII. LNCS, vol. 7578, pp. 1–12. Springer, Heidelberg (2012)
    • (2012) ECCV 2012, Part VII. LNCS , vol.7578 , pp. 1-12
    • Sharma, G.1    Ul Hussain, S.2    Jurie, F.3
  • 4
    • 84898427819 scopus 로고    scopus 로고
    • Feature sets and dimensionality reduction for visual object detection
    • Hussain, S.U., Triggs, B.: Feature sets and dimensionality reduction for visual object detection. In: BMVC (2010)
    • (2010) BMVC
    • Hussain, S.U.1    Triggs, B.2
  • 6
    • 77953178820 scopus 로고    scopus 로고
    • Is that you? Metric learning approaches for face identification
    • Guillaumin, M., Verbeek, J., Schmid, C.: Is that you? metric learning approaches for face identification. In: ICCV (2009)
    • (2009) ICCV
    • Guillaumin, M.1    Verbeek, J.2    Schmid, C.3
  • 8
    • 84866651553 scopus 로고    scopus 로고
    • PCCA: A new approach for distance learning from sparse pairwise constraints
    • Mignon, A., Jurie, F.: PCCA: A new approach for distance learning from sparse pairwise constraints. In: CVPR (2012)
    • (2012) CVPR
    • Mignon, A.1    Jurie, F.2
  • 9
    • 33845566162 scopus 로고    scopus 로고
    • SVM-KNN: Discriminative nearest neighbor classification for visual category recognition
    • Zhang, H., Berg, A.C., Maire, M., Malik, J.: SVM-KNN: Discriminative nearest neighbor classification for visual category recognition. In: CVPR (2006)
    • (2006) CVPR
    • Zhang, H.1    Berg, A.C.2    Maire, M.3    Malik, J.4
  • 10
    • 77953185711 scopus 로고    scopus 로고
    • Attribute and simile classifiers for face verification
    • Kumar, N., Berg, A.C., Belhumeur, P.N., Nayar, S.K.: Attribute and simile classifiers for face verification. In: ICCV (2009)
    • (2009) ICCV
    • Kumar, N.1    Berg, A.C.2    Belhumeur, P.N.3    Nayar, S.K.4
  • 11
    • 80052006840 scopus 로고    scopus 로고
    • Describable visual attributes for face verification and image search
    • Kumar, N., Berg, A.C., Belhumeur, P.N., Nayar, S.K.: Describable visual attributes for face verification and image search. PAMI 33(10), 1962–1977 (2011)
    • (2011) PAMI , vol.33 , Issue.10 , pp. 1962-1977
    • Kumar, N.1    Berg, A.C.2    Belhumeur, P.N.3    Nayar, S.K.4
  • 13
    • 35048880921 scopus 로고    scopus 로고
    • Face recognition with local binary patterns
    • In: Pajdla, T., Matas, J.G. (eds.), Springer, Heidelberg
    • Ahonen, T., Hadid, A., Pietikäinen, M.: Face recognition with local binary patterns. In: Pajdla, T., Matas, J.G. (eds.) ECCV 2004. LNCS, vol. 3021, pp. 469–481. Springer, Heidelberg (2004)
    • (2004) ECCV 2004. LNCS , vol.3021 , pp. 469-481
    • Ahonen, T.1    Hadid, A.2    Pietikäinen, M.3
  • 14
    • 84898443616 scopus 로고    scopus 로고
    • Face recognition using local quantized patterns
    • Hussain, S.U., Napoléon, T., Jurie, F., et al.: Face recognition using local quantized patterns. In: BMVC (2012)
    • (2012) BMVC
    • Hussain, S.U.1    Napoléon, T.2    Jurie, F.3
  • 15
    • 84887396870 scopus 로고    scopus 로고
    • Blessing of dimensionality: High-dimensional feature and its efficient compression for face verification
    • Chen, D., Cao, X., Wen, F., Sun, J.: Blessing of dimensionality: high-dimensional feature and its efficient compression for face verification. In: CVPR (2013)
    • (2013) CVPR
    • Chen, D.1    Cao, X.2    Wen, F.3    Sun, J.4
  • 16
    • 51849117118 scopus 로고    scopus 로고
    • Labeled faces in the wild: A database for studying face recognition in unconstrained environments
    • University of Massachusetts, AmherstOctober
    • Huang, G.B., Ramesh, M., Berg, T., Learned-Miller, E.: Labeled faces in the wild: A database for studying face recognition in unconstrained environments. Technical Report 07–49, University of Massachusetts, Amherst (October 2007)
    • (2007) Technical Report , pp. 07-49
    • Huang, G.B.1    Ramesh, M.2    Berg, T.3    Learned-Miller, E.4
  • 18
    • 70350544739 scopus 로고    scopus 로고
    • Description of interest regions with center-symmetric local binary patterns
    • In: Kalra, P.K., Peleg, S. (eds.), Springer, Heidelberg
    • Heikkilä, M., Pietikäinen, M., Schmid, C.: Description of interest regions with center-symmetric local binary patterns. In: Kalra, P.K., Peleg, S. (eds.) ICVGIP 2006. LNCS, vol. 4338, pp. 58–69. Springer, Heidelberg (2006)
    • (2006) ICVGIP 2006. LNCS , vol.4338 , pp. 58-69
    • Heikkilä, M.1    Pietikäinen, M.2    Schmid, C.3
  • 19
    • 62949147809 scopus 로고    scopus 로고
    • A review of recent advances in surface defect detection using texture analysis techniques
    • Xie, X.: A review of recent advances in surface defect detection using texture analysis techniques. Electronic Letters on Computer Vision and Image Analysis 7(3), 1–22 (2008)
    • (2008) Electronic Letters on Computer Vision and Image Analysis , vol.7 , Issue.3 , pp. 1-22
    • Xie, X.1
  • 21
    • 84887356895 scopus 로고    scopus 로고
    • POOF: Part-based one-vs.-one features for fine-grained categorization, face verification, and attribute estimation
    • Berg, T., Belhumeur, P.N.: POOF: Part-based one-vs.-one features for fine-grained categorization, face verification, and attribute estimation. In: CVPR (2013)
    • (2013) CVPR
    • Berg, T.1    Belhumeur, P.N.2
  • 22
    • 84887343113 scopus 로고    scopus 로고
    • Probabilistic elastic matching for pose variant face verification
    • Li, H., Hua, G., Lin, Z., Brandt, J., Yang, J.: Probabilistic elastic matching for pose variant face verification. In: CVPR (2013)
    • (2013) CVPR
    • Li, H.1    Hua, G.2    Lin, Z.3    Brandt, J.4    Yang, J.5
  • 23
    • 84898782806 scopus 로고    scopus 로고
    • Similarity metric learning for face recognition
    • Cao, Q., Ying, Y., Li, P.: Similarity metric learning for face recognition. In: ICCV (2013)
    • (2013) ICCV
    • Cao, Q.1    Ying, Y.2    Li, P.3
  • 24
    • 84887338978 scopus 로고    scopus 로고
    • Fusing robust face region descriptors via multiple metric learning for face recognition in the wild
    • Cui, Z., Li, W., Xu, D., Shan, S., Chen, X.: Fusing robust face region descriptors via multiple metric learning for face recognition in the wild. In: CVPR (2013)
    • (2013) CVPR
    • Cui, Z.1    Li, W.2    Xu, D.3    Shan, S.4    Chen, X.5
  • 25
    • 84898773539 scopus 로고    scopus 로고
    • Hybrid deep learning for face verification
    • Sun, Y., Wang, X., Tang, X.: Hybrid deep learning for face verification. In: ICCV (2013)
    • (2013) ICCV
    • Sun, Y.1    Wang, X.2    Tang, X.3
  • 26
    • 84898819467 scopus 로고    scopus 로고
    • Fast high dimensional vector multiplication face recognition
    • Barkan, O., Weill, J., Wolf, L., Aronowitz, H.: Fast high dimensional vector multiplication face recognition. In: ICCV (2013)
    • (2013) ICCV
    • Barkan, O.1    Weill, J.2    Wolf, L.3    Aronowitz, H.4
  • 27
    • 84898785295 scopus 로고    scopus 로고
    • Robust feature set matching for partial face recognition
    • Weng, R., Lu, J., Hu, J., Yang, G., Tan, Y.P.: Robust feature set matching for partial face recognition. In: ICCV (December 2013)
    • (2013) ICCV
    • Weng, R.1    Lu, J.2    Hu, J.3    Yang, G.4    Tan, Y.P.5
  • 28
    • 78650470106 scopus 로고    scopus 로고
    • Similarity scores based on background samples
    • In: Zha, H., Taniguchi, R., Maybank, S. (eds.), Springer, Heidelberg
    • Wolf, L., Hassner, T., Taigman, Y.: Similarity scores based on background samples. In: Zha, H., Taniguchi, R., Maybank, S. (eds.) ACCV 2009, Part II. LNCS, vol. 5995, pp. 88–97. Springer, Heidelberg (2010)
    • (2010) ACCV 2009, Part II. LNCS , vol.5995 , pp. 88-97
    • Wolf, L.1    Hassner, T.2    Taigman, Y.3
  • 29
    • 79952502480 scopus 로고    scopus 로고
    • Cosine similarity metric learning for face verification
    • In: Kimmel, R., Klette, R., Sugimoto, A. (eds.), Springer, Heidelberg
    • Nguyen, H.V., Bai, L.: Cosine similarity metric learning for face verification. In: Kimmel, R., Klette, R., Sugimoto, A. (eds.) ACCV 2010, Part II. LNCS, vol. 6493, pp. 709–720. Springer, Heidelberg (2011)
    • (2011) ACCV 2010, Part II. LNCS , vol.6493 , pp. 709-720
    • Nguyen, H.V.1    Bai, L.2
  • 30
    • 84898492220 scopus 로고    scopus 로고
    • Tom-vs-pete classifiers and identity-preserving alignment for face verification
    • Berg, T., Belhumeur, P.N.: Tom-vs-pete classifiers and identity-preserving alignment for face verification. In: BMVC (2012)
    • (2012) BMVC
    • Berg, T.1    Belhumeur, P.N.2
  • 33
    • 84898429434 scopus 로고    scopus 로고
    • Learning globally-consistent local distance functions for shape-based image retrieval and classification
    • Frome, A., Singer, Y., Sha, F., Malik, J.: Learning globally-consistent local distance functions for shape-based image retrieval and classification. In: CVPR (2007)
    • (2007) CVPR
    • Frome, A.1    Singer, Y.2    Sha, F.3    Malik, J.4
  • 34
    • 33749550361 scopus 로고    scopus 로고
    • Distance metric learning for large margin nearest neighbor classification
    • Weinberger, K., Blitzer, J., Saul, L.: Distance metric learning for large margin nearest neighbor classification. In: NIPS (2006)
    • (2006) NIPS
    • Weinberger, K.1    Blitzer, J.2    Saul, L.3
  • 35
    • 84879571292 scopus 로고    scopus 로고
    • Distance metric learning with application to clustering with side-information
    • Xing, E.P., Ng, A.Y., Jordan, M.I., Russell, S.: Distance metric learning with application to clustering with side-information. In: NIPS (2003)
    • (2003) NIPS
    • Xing, E.P.1    Ng, A.Y.2    Jordan, M.I.3    Russell, S.4
  • 37
    • 84856657342 scopus 로고    scopus 로고
    • Unsupervised metric learning for face identification in TV video
    • Cinbis, R.G., Verbeek, J., Schmid, C.: Unsupervised metric learning for face identification in TV video. In: ICCV (2011)
    • (2011) ICCV
    • Cinbis, R.G.1    Verbeek, J.2    Schmid, C.3
  • 38
    • 84877749183 scopus 로고    scopus 로고
    • Parametric local metric learning for nearest neighbor classification
    • Wang, J., Kalousis, A., Woznica, A.: Parametric local metric learning for nearest neighbor classification. In: NIPS (2012)
    • (2012) NIPS
    • Wang, J.1    Kalousis, A.2    Woznica, A.3
  • 39
    • 84877777363 scopus 로고    scopus 로고
    • Semantic kernel forests from multiple taxonomies
    • Hwang, S.J., Grauman, K., Sha, F.: Semantic kernel forests from multiple taxonomies. In: NIPS (2012)
    • (2012) NIPS
    • Hwang, S.J.1    Grauman, K.2    Sha, F.3
  • 40
    • 80052910977 scopus 로고    scopus 로고
    • Hierarchical semantic indexing for large scale image retrieval
    • Deng, J., Berg, A.C., Fei-Fei, L.: Hierarchical semantic indexing for large scale image retrieval. In: CVPR (2011)
    • (2011) CVPR
    • Deng, J.1    Berg, A.C.2    Fei-Fei, L.3
  • 41
    • 84863145218 scopus 로고    scopus 로고
    • Semi-supervised hierarchical clustering
    • Zheng, L., Li, T.: Semi-supervised hierarchical clustering. In: ICDM (2011)
    • (2011) ICDM
    • Zheng, L.1    Li, T.2
  • 42
    • 84880072082 scopus 로고    scopus 로고
    • Improving clustering with pairwise constraints: A discriminative approach
    • Zeng, H., Song, A., Cheung, Y.M.: Improving clustering with pairwise constraints: a discriminative approach. Knowledge and Information Systems 36(2), 489–515 (2013)
    • (2013) Knowledge and Information Systems , vol.36 , Issue.2 , pp. 489-515
    • Zeng, H.1    Song, A.2    Cheung, Y.M.3
  • 43
    • 84857175528 scopus 로고    scopus 로고
    • Integrating pairwise constraints into clustering algorithms: Optimization-based approaches
    • Sublemontier, J., Martin, L., Cleuziou, G., Exbrayat, M.: Integrating pairwise constraints into clustering algorithms: optimization-based approaches. In: ICDMW (2011)
    • (2011) ICDMW
    • Sublemontier, J.1    Martin, L.2    Cleuziou, G.3    Exbrayat, M.4
  • 44
    • 77956209057 scopus 로고    scopus 로고
    • Flexible constrained spectral clustering
    • Wang, X., Davidson, I.: Flexible constrained spectral clustering. In: SIGKDD (2010)
    • (2010) SIGKDD
    • Wang, X.1    Davidson, I.2
  • 45
    • 77950369345 scopus 로고    scopus 로고
    • Data clustering: 50 years beyond k-means
    • Jain, A.K.: Data clustering: 50 years beyond k-means. PRL 31(8), 651–666 (2010)
    • (2010) PRL , vol.31 , Issue.8 , pp. 651-666
    • Jain, A.K.1
  • 46
    • 78649317568 scopus 로고    scopus 로고
    • Product quantization for nearest neighbor search
    • Jegou, H., Douze, M., Schmid, C.: Product quantization for nearest neighbor search. PAMI 33(1), 117–128 (2011)
    • (2011) PAMI , vol.33 , Issue.1 , pp. 117-128
    • Jegou, H.1    Douze, M.2    Schmid, C.3


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