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Recently significant performance improvement in face detection was made possible by deeply trained convolutional networks.
Learning and example se-lection for object and pattern detection
K.-K. Sung and T. Poggio · 1994
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Histograms of oriented gradients for human detection
Navneet Dalal and Bill Triggs · 2005
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Effective detector and kalman filter based robust face tracking system
Chi-Young Seong, Byung-Du Kang, Jong-Ho Kim, and Sang-Kyun Kim · 2006
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Face tracking and recognition with visual constraints in real-world videos
Minyoung Kim, Sanjiv Kumar, Vladimir Pavlovic, and Henry A. Rowley · 2008
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Object detection with discriminatively trained part-based models
Pedro F. Felzenszwalb, Ross B. Girshick, David McAllester, and Deva Ramanan · 2010
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Fddb: A benchmark for face detection in unconstrained settings
Vidit Jain and Erik Learned-Miller · 2010
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Real time face recognition using adaboost improved fast pca algorithm
K. Susheel Kumar, Vijay Bhaskar Semwal, and R. C. Tripathi · 2011
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Imagenet classification with deep convolutional neural networks
Alex Krizhevsky, Ilya Sutskever, and Geoffrey E. Hinton · 2012
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Rich feature hierarchies for accurate object detection and semantic segmentation
Ross B. Girshick, Jeff Donahue, Trevor Darrell, and Jitendra Malik · 2014
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Spatial Pyramid Pooling in Deep Convolutional Networks for Visual Recognition
Kaiming He, Xiangyu Zhang, Shaoqing Ren, and Jian Sun · 2014
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Deep learning face representation from predicting 10,000 classes
Yi Sun, Xiaogang Wang, and Xiaoou Tang · 2014
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Deepface: Closing the gap to human-level performance in face verification
Yaniv Taigman, Ming Yang, Marc’Aurelio Ranzato, and Lior Wolf · 2014
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Fast R-CNN
Ross Girshick · 2015
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Deep residual learning for image recognition
Kaiming He, Xiangyu Zhang, Shaoqing Ren, and Jian Sun · 2015
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Deep face recognition
O. M. Parkhi, A. Vedaldi, and A. Zisserman · 2015
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Faster r-cnn: Towards real-time object detection with region proposal networks
Shaoqing Ren, Kaiming He, Ross Girshick, and Jian Sun · 2015
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Face detection with the faster R-CNN
Huaizu Jiang and Erik G. Learned-Miller · 2016
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Training region-based object detectors with online hard example mining
Abhinav Shrivastava, Abhinav Gupta, and Ross B. Girshick · 2016
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Liliang Zhang, Liang Lin, Xiaodan Liang, and Kaiming He · 2016
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