메뉴 건너뛰기




Volumn 2015 International Conference on Computer Vision, ICCV 2015, Issue , 2015, Pages 3730-3738

Deep learning face attributes in the wild

Author keywords

[No Author keywords available]

Indexed keywords

COMPUTER VISION; FORECASTING; SEMANTICS;

EID: 84973917446     PISSN: 15505499     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/ICCV.2015.425     Document Type: Conference Paper
Times cited : (8656)

References (35)
  • 1
    • 84973912957 scopus 로고    scopus 로고
    • Face++.
    • Face++. http://www. faceplusplus. com/.
  • 2
    • 84887356895 scopus 로고    scopus 로고
    • Poof: Part-based one-vs.-one features for fine-grained categorization, face verification, and attribute estimation
    • T. Berg and P. N. Belhumeur. Poof: Part-based one-vs.-one features for fine-grained categorization, face verification, and attribute estimation. In CVPR, pages 955-962, 2013.
    • (2013) CVPR , pp. 955-962
    • Berg, T.1    Belhumeur, P.N.2
  • 4
    • 84856647890 scopus 로고    scopus 로고
    • Describing people: A poselet-based approach to attribute classification
    • L. Bourdev, S. Maji, and J. Malik. Describing people: A poselet-based approach to attribute classification. In ICCV, pages 1543-1550, 2011.
    • (2011) ICCV , pp. 1543-1550
    • Bourdev, L.1    Maji, S.2    Malik, J.3
  • 6
    • 72249100259 scopus 로고    scopus 로고
    • Imagenet: A large-scale hierarchical image database
    • J. Deng, W. Dong, R. Socher, L.-J. Li, K. Li, and L. Fei-Fei. Imagenet: A large-scale hierarchical image database. In CVPR, pages 248-255, 2009.
    • (2009) CVPR , pp. 248-255
    • Deng, J.1    Dong, W.2    Socher, R.3    Li, L.-J.4    Li, K.5    Fei-Fei, L.6
  • 8
    • 50949133669 scopus 로고    scopus 로고
    • Liblinear: A library for large linear classification
    • R.-E. Fan, K.-W. Chang, C.-J. Hsieh, X.-R. Wang, and C.-J. Lin. Liblinear: A library for large linear classification. JMLR, 9:1871-1874, 2008.
    • (2008) JMLR , vol.9 , pp. 1871-1874
    • Fan, R.-E.1    Chang, K.-W.2    Hsieh, C.-J.3    Wang, X.-R.4    Lin, C.-J.5
  • 9
    • 70450207704 scopus 로고    scopus 로고
    • Describing objects by their attributes
    • A. Farhadi, I. Endres, D. Hoiem, and D. Forsyth. Describing objects by their attributes. In CVPR, pages 1778-1785, 2009.
    • (2009) CVPR , pp. 1778-1785
    • Farhadi, A.1    Endres, I.2    Hoiem, D.3    Forsyth, D.4
  • 10
    • 33845594569 scopus 로고    scopus 로고
    • Dimensionality reduction by learning an invariant mapping
    • R. Hadsell, S. Chopra, and Y. LeCun. Dimensionality reduction by learning an invariant mapping. In CVPR, volume 2, pages 1735-1742, 2006.
    • (2006) CVPR , vol.2 , pp. 1735-1742
    • Hadsell, R.1    Chopra, S.2    LeCun, Y.3
  • 11
    • 84906508687 scopus 로고    scopus 로고
    • Spatial pyramid pooling in deep convolutional networks for visual recognition
    • K. He, X. Zhang, S. Ren, and J. Sun. Spatial pyramid pooling in deep convolutional networks for visual recognition. In ECCV, pages 346-361. 2014.
    • (2014) ECCV , pp. 346-361
    • He, K.1    Zhang, X.2    Ren, S.3    Sun, J.4
  • 13
    • 84876231242 scopus 로고    scopus 로고
    • Imagenet classification with deep convolutional neural networks
    • A. Krizhevsky, I. Sutskever, and G. E. Hinton. Imagenet classification with deep convolutional neural networks. In NIPS, pages 1097-1105, 2012.
    • (2012) NIPS , pp. 1097-1105
    • Krizhevsky, A.1    Sutskever, I.2    Hinton, G.E.3
  • 14
    • 57149144207 scopus 로고    scopus 로고
    • Facetracer: A search engine for large collections of images with faces
    • N. Kumar, P. Belhumeur, and S. Nayar. Facetracer: A search engine for large collections of images with faces. In ECCV, pages 340-353. 2008.
    • (2008) ECCV , pp. 340-353
    • Kumar, N.1    Belhumeur, P.2    Nayar, S.3
  • 15
    • 77953185711 scopus 로고    scopus 로고
    • Attribute and simile classifiers for face verification
    • N. Kumar, A. C. Berg, P. N. Belhumeur, and S. K. Nayar. Attribute and simile classifiers for face verification. In ICCV, pages 365-372, 2009.
    • (2009) ICCV , pp. 365-372
    • Kumar, N.1    Berg, A.C.2    Belhumeur, P.N.3    Nayar, S.K.4
  • 17
    • 84887340599 scopus 로고    scopus 로고
    • Learning surf cascade for fast and accurate object detection
    • J. Li and Y. Zhang. Learning surf cascade for fast and accurate object detection. In CVPR, pages 3468-3475, 2013.
    • (2013) CVPR , pp. 3468-3475
    • Li, J.1    Zhang, Y.2
  • 18
    • 84866665255 scopus 로고    scopus 로고
    • Hierarchical face parsing via deep learning
    • P. Luo, X. Wang, and X. Tang. Hierarchical face parsing via deep learning. CVPR, 2012.
    • (2012) CVPR
    • Luo, P.1    Wang, X.2    Tang, X.3
  • 19
    • 84898796864 scopus 로고    scopus 로고
    • A deep sum-product architecture for robust facial attributes analysis
    • P. Luo, X. Wang, and X. Tang. A deep sum-product architecture for robust facial attributes analysis. In ICCV, pages 2864-2871, 2013.
    • (2013) ICCV , pp. 2864-2871
    • Luo, P.1    Wang, X.2    Tang, X.3
  • 20
    • 84856103319 scopus 로고    scopus 로고
    • Two faces are better than one: Face recognition in group photographs
    • O. K. Manyam, N. Kumar, P. Belhumeur, and D. Kriegman. Two faces are better than one: Face recognition in group photographs. In IJCB, pages 1-8, 2011.
    • (2011) IJCB , pp. 1-8
    • Manyam, O.K.1    Kumar, N.2    Belhumeur, P.3    Kriegman, D.4
  • 21
  • 22
    • 84953933150 scopus 로고    scopus 로고
    • Is object localization for free?-weakly-supervised learning with convolutional neural networks
    • M. Oquab, L. Bottou, I. Laptev, and J. Sivic. Is object localization for free?-weakly-supervised learning with convolutional neural networks. In CVPR, pages 685-694, 2015.
    • (2015) CVPR , pp. 685-694
    • Oquab, M.1    Bottou, L.2    Laptev, I.3    Sivic, J.4
  • 24
    • 84897987950 scopus 로고    scopus 로고
    • Exploiting relationship between attributes for improved face verification
    • F. Song, X. Tan, and S. Chen. Exploiting relationship between attributes for improved face verification. CVIU, 122:143-154, 2014.
    • (2014) CVIU , vol.122 , pp. 143-154
    • Song, F.1    Tan, X.2    Chen, S.3
  • 25
    • 84887364811 scopus 로고    scopus 로고
    • Deep convolutional network cascade for facial point detection
    • Y. Sun, X. Wang, and X. Tang. Deep convolutional network cascade for facial point detection. In CVPR, pages 3476-3483, 2013.
    • (2013) CVPR , pp. 3476-3483
    • Sun, Y.1    Wang, X.2    Tang, X.3
  • 26
    • 84937852544 scopus 로고    scopus 로고
    • Deep learning face representation by joint identification-verification
    • Y. Sun, X. Wang, and X. Tang. Deep learning face representation by joint identification-verification. In NIPS, 2014.
    • (2014) NIPS
    • Sun, Y.1    Wang, X.2    Tang, X.3
  • 27
    • 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 1701-1708, 2014.
    • (2014) CVPR , pp. 1701-1708
    • Taigman, Y.1    Yang, M.2    Ranzato, M.3    Wolf, L.4
  • 28
    • 84959241019 scopus 로고    scopus 로고
    • Pedestrian detection aided by deep learning semantic tasks
    • Y. Tian, P. Luo, X. Wang, and X. Tang. Pedestrian detection aided by deep learning semantic tasks. CVPR, 2015.
    • (2015) CVPR
    • Tian, Y.1    Luo, P.2    Wang, X.3    Tang, X.4
  • 29
    • 77955988947 scopus 로고    scopus 로고
    • Sun database: Large-scale scene recognition from abbey to zoo
    • J. Xiao, J. Hays, K. A. Ehinger, A. Oliva, and A. Torralba. Sun database: Large-scale scene recognition from abbey to zoo. In CVPR, pages 3485-3492, 2010.
    • (2010) CVPR , pp. 3485-3492
    • Xiao, J.1    Hays, J.2    Ehinger, K.A.3    Oliva, A.4    Torralba, A.5
  • 30
    • 84921775447 scopus 로고    scopus 로고
    • Aggregate channel features for multi-view face detection
    • B. Yang, J. Yan, Z. Lei, and S. Z. Li. Aggregate channel features for multi-view face detection. In IJCB, pages 1-8, 2014.
    • (2014) IJCB , pp. 1-8
    • Yang, B.1    Yan, J.2    Lei, Z.3    Li, S.Z.4
  • 31
    • 84906514027 scopus 로고    scopus 로고
    • Partbased r-cnns for fine-grained category detection
    • N. Zhang, J. Donahue, R. Girshick, and T. Darrell. Partbased r-cnns for fine-grained category detection. In ECCV, pages 834-849. 2014.
    • (2014) ECCV , pp. 834-849
    • Zhang, N.1    Donahue, J.2    Girshick, R.3    Darrell, T.4
  • 34
    • 84937885357 scopus 로고    scopus 로고
    • Multi-view perceptron: A deep model for learning face identity and view representations
    • Z. Zhu, P. Luo, X. Wang, and X. Tang. Multi-view perceptron: A deep model for learning face identity and view representations. NIPS, 2014.
    • (2014) NIPS
    • Zhu, Z.1    Luo, P.2    Wang, X.3    Tang, X.4
  • 35
    • 84906489617 scopus 로고    scopus 로고
    • Edge boxes: Locating object proposals from edges
    • C. L. Zitnick and P. Dollár. Edge boxes: Locating object proposals from edges. In ECCV, pages 391-405. 2014.
    • (2014) ECCV , pp. 391-405
    • Zitnick, C.L.1    Dollár, P.2


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.