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Example Based Learning for View-Based Human Face Detection (1995)  (Make Corrections)  (244 citations)
Kah Kay Sung, Tomaso Poggio
IEEE Transactions on Pattern Analysis and Machine Intelligence



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Abstract: Finding human faces automatically in an image is a difficult yet important first step to a fully automatic face recognition system. It is also an interesting academic problem because a successful face detection system can provide valuable insight on how one might approach other similar object and pattern detection problems. This paper presents an example-based learning approach for locating vertical frontal views of human faces in complex scenes. The technique models the distribution of human... (Update)

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BibTeX entry:   (Update)

Poggio, T., Sung, K.K., "Example-based learning for view-based human face detection". Proc. of the ARPA Image Understanding Workshop, II:843-850. 1994. http://citeseer.ist.psu.edu/sung95example.html   More

@article{ sung98examplebased,
    author = "Kah Kay Sung and Tomaso Poggio",
    title = "Example-Based Learning for View-Based Human Face Detection",
    journal = "IEEE Transactions on Pattern Analysis and Machine Intelligence",
    volume = "20",
    number = "1",
    pages = "39-51",
    year = "1998",
    url = "citeseer.ist.psu.edu/sung95example.html" }
Citations (may not include all citations):
2133   Pattern Classification and Scene Analysis (context) - Duda, Hart - 1973
897   Introduction to Statistical Pattern Recognition (context) - Fukunaga - 1990
550   Parallel Distributed Processing (context) - Rumelhart, McClelland - 1986  ACM
412   Journal of Cognitive Neuroscience (context) - Turk, Pentland et al. - 1991
338   Viewbased and Modular Eigenspaces for Face Recognition - Pentland, Moghaddam et al. - 1994
269   Feature Extraction from Faces using Deformable Templates (context) - Yuille, Hallinan et al. - 1992  ACM
250   Face Recognition: Features versus Templates (context) - Brunelli, Poggio - 1993  DBLP
244   Example-based Learning for View-based Human Face Detection - Sung, Poggio - 1994  ACM   DBLP
230   Applications of the Karhunen-Loeve Procedure for the Charact.. (context) - Kirby, Sirovich - 1990
192   Low-dimensional Procedure for the Characterization of Human .. (context) - Sirovich, Kirby - 1987
91   Example Based Image Analysis and Synthesis - Beymer, Shashua et al. - 1993  ACM
83   ModelBased Recognition and Localization from Sparse Range Da.. - Grimson, Lozano-Perez - 1985
45   Artificial Intelligence Laboratory (context) - Poggio, Vetter et al. - 1992
34   Recognizing Handwritten Digits using Mixture of Linear Model.. - Hinton, Revow et al. - 1995
33   Object Recognition via Image Invariants: A Case Study (context) - Sinha - 1994
23   Strategies of Robust Objects Recognition for Automatic Ident.. (context) - Bichsel - 1991
17   Principal Component Imagery for Statistical Pattern Recognit.. (context) - Kumar, Casasent et al. - 1982
7   Estimation and Classification (context) - Therrien - 1989
5   Multi-Class SAR ATR using ShiftInvariant Correlation Filters - Mahalanobis, Forman et al. - 1994
3   A Trainable Tool for Finding Small Volcanoes in SAR Imagery .. (context) - Burl, Fayyad et al. - 1993



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