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We describe a method for visual object detection based on an ensemble of optimized decision trees organized in a cascade of rejectors.
Shape quantization and recognition with randomized trees
Y. Amit and D. Geman · 1997
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Additive logistic regression: a statistical view of boosting
J. Friedman, T. Hastie, and R. Tibshirani · 1998
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Rapid object detection using a boosted cascade of simple features
P. Viola and M. Jones · 2001
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Empirical analysis of detection cascades of boosted classifiers for rapid object detection
R. Lienhart, A. Kuranov, and V. Pisarevsky · 2003
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Boosting chain learning for object detection
R. Xiao, L. Zhu, and H.-J. Zhang · 2003
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Pruning training sets for learning of object categories
A. Angelova, Y. Abu-Mostafa, and P. Perona · 2005
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Robust object detection via soft cascade
L. Bourdev and J. Brandt · 2005
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Waldboost – learning for time constrained sequential detection
J. Sochman and J. Matas · 2005
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Reducing the dimensionality of data with neural networks
G. E. Hinton and R. R. Salakhutdinov · 2006
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Fast keypoint recognition in ten lines of code
M. Ozuysal, P. Fua, and V. Lepetit · 2007
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Fddb: A benchmark for face detection in unconstrained settings
V. Jain and E. Learned-Miller · 2010
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A survey of recent advances in face detection
C. Zhang and Z. Zhang · 2010
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Object detection with discriminatively trained part-based models
L. Zhang, R. Chu, S. Xiang, S. Liao, and S. Z. Li · 2010
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Face detection using surf cascade
J. Li, T. Wang, and Y. Zhang · 2011
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Real-time human pose recognition in parts from single depth images
J. Shotton, A. Fitzgibbon, M. Cook, T. Sharp, M. Finocchio, R. Moore, A. Kipman, and A. Blake · 2011
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Unbiased look at dataset bias
A. Torralba and A. A. Efros · 2011
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Robust face detection using local gradient patterns and evidence accumulation
B. Jun and D. Kim · 2012
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Unconstrained face detection
S. Liao, A. K. Jain, and S. Z. Li · 2012
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Empirical analysis of cascade deformable models for multi-view face detection
J. Orozco, B. Martinez, and M. Pantic · 2013
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Online domain adaptation of a pre-trained cascade of classifiers
V. Jain and E. Learned-Miller · 2011
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Annotated facial landmarks in the wild: A large-scale, real-world database for facial landmark localization
M. Koestinger, P. Wohlhart, P. M. Roth, and H. Bischof · 2011
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The mplab genki database, genki-szsl subset
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Real-time high performance deformable model for face detection in the wild
J. Yan, X. Zhan, Z. Lei, and S. Z. Li · 2013
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Eye pupil localization with an ensemble of randomized trees
N. Markuš, M. Frljak I. S. Pandžić, J. Ahlberg, and R. Forchheimer · 2014
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