A Survey of Face Recognition Technique for Real Media Processing

실감 방송을 위한 얼굴 인식 기술 소개

  • Published : 2014.07.30

Abstract

Keywords

References

  1. P. Schyns, A. Oliva, "Dr. Angry and Mr. Smile: when categorization flexibly modifies the perception of faces in rapid visual presentations," Cognition, Vol. 3, No. 69, pp. 243-65, Jan. 1999.
  2. P. Thompson, "Margaret Thatcher: A new illusion. Perception," Vol. 4, No. 9, pp. 483-484, 1980.
  3. P. Sinha, B. Balas, Y. Ostrovsky, R. Russell, "Face Recognition by Humans: 20 Results All Computer Vision Researchers Should Know About," Proceedings of the IEEE, Vol. 94, No. 11, pp. 1948-1962, Nov. 2006. https://doi.org/10.1109/JPROC.2006.884093
  4. Viola and Jones, "Rapid Object Detection using a Boosted Cascade of Simple Features," IEEE Computer Vision and Pattern Recognition, 2001.
  5. T. Ojala, M. Pietikäinen, and D. Harwood, "A Comparative Study of Texture Measures with Classification Based on Feature Distributions", Pattern Recognition, vol. 29, pp. 51-59, 1996. https://doi.org/10.1016/0031-3203(95)00067-4
  6. P. N. Belhumeur, J. P. Hespanha, D. Kriegman, "Eigenfaces vs. Fisherfaces: recognition using class specific linear projection," IEEE Trans. on Pattern Analysis and Machine Intelligence, Vol. 19, No. 7, pp. 711-720, Jul. 1997. https://doi.org/10.1109/34.598228
  7. L. Wiskott, J. Fellous, N. Kruger, C. von der Malsburg, "Face Recognition by Elastic Bunch Graph Matching," IEEE Trans. on Pattern Analysis and Machine Intelligence, Vol. 19, No. 7, pp. 775-779, Jul. 1997. https://doi.org/10.1109/34.598235
  8. N. Dalal, B. Triggs, "Histograms of oriented gradients for human detection", IEEE Conf. on Computer Vision and Pattern Recognition (CVPR), pp. 886-893, Jun. 2005.
  9. M. Turk, A. Pentland, "Face Recognition using EigenFaces," IEEE Computer Vision and Pattern Recognition, 1991.
  10. M. S. Bartlett, J. R. Movellan, T. J. Sejnowski, "Face Recognition by Independent Component Analysis," IEEE Trans. on Neural Network, Vol. 13, No. 6, pp. 1450-1464, Nov. 2002. https://doi.org/10.1109/TNN.2002.804287
  11. T. Kim, H. Kim, W. Hwang, J. Kittler, "Independent component analysis in a local facial residual space for face recognition" Pattern Recognition, Vol. 37, No. 9, pp. 1873-1885, Sept. 2004. https://doi.org/10.1016/j.patcog.2004.01.019
  12. W. Hwang, G. Park, J. Lee, and S. Kee, "Multiple Face Model of Hybrid Fourier Feature for Large Face Image Set," IEEE Conf. Computer Vision and Pattern Recognition (CVPR), pp. 1574-1581, New York, USA, Jun., 2006.
  13. Y. Su, S. Shan, X. Chen, W. Gao, "Hierarchical Ensemble of Global and Local Classifiers for Face Recognition," IEEE International Conference on Computer Vision (ICCV), pp. 1-8, Oct. 2007.
  14. W. Hwang, X. Huang, S. Kee, J. Kim, "Face Recognition System Using Extended Curvature Gabor Classifier Bunch for Low-Resolution Face Image," IEEE Conf. on Computer Vision and Pattern Recognition Workshops (CVPRW), pp. 15-22, Jun., 2011.
  15. N. Kumar, A. C. Berg, P. N. Belhumeur, S. K. Nayar, "Attribute and Simile Classifiers for Face Verification," IEEE Int'l Conf. on Computer Vision, Oct., 2009.
  16. W. Hwang, K. Roh, J. Kim, "Markov Network-based Unified Classifier for Face Identification," IEEE International Conference on Computer Vision (ICCV), pp. 1952-1959, Dec. 2013.
  17. J. Wright, A. Y. Yang, A. Ganesh, S. S. Sastry, Y. Ma, "Robust Face Recognition via Sparse Representation," IEEE Trans. on Pattern Recognition and Machine Intelligence, Vol. 31, No. 2, Feb. 2009.
  18. Y. Taigman, M. Yang, M. Ranzato, L. Wolf, "DeepFace: Closing the Gap to Human-Level Performance in Face Verification," IEEE Computer Vision and Pattern Recognition (CVPR), 2014.
  19. F. Schroff, T. Treibitz, D. Kriegman, S. Belongie, "Pose, Illumination and Expression Invariant Pairwise Face Similarity Measure via Doppelganger List Comparison," IEEE International Conference on Computer Vision (ICCV), 2011.
  20. D. Chen, X. Cao, F. Wen, J. Sun, "Blessing of Dimensionality: High-dimensional Feature and Its Efficient Compression for Face Verification," IEEE Conf. on Computer Vision and Pattern Recognition (CVPR), 2013.
  21. Z. Zhu, P. Luo, X. Wang, X. Tang, "Deep Learning Identity-Preserving Face Space," IEEE International Conference on Computer Vision (ICCV), Dec. 2013.