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The Faster R-CNN has recently demonstrated impressive results on various object detection benchmarks.
FDDB: A benchmark for face detection in unconstrained settings
V. Jain and E. Learned-Miller · 2010
Earlier work this paper cites.
Imagenet classification with deep convolutional neural networks
A. Krizhevsky, I. Sutskever, and G. E. Hinton · 2012
Earlier work this paper cites.
Selective search for object recognition
J. R. R. Uijlings, K. E. A. van de Sande, T. Gevers, and A. W. M. Smeulders · 2013
Earlier work this paper cites.
Occlusion coherence: Localizing occluded faces with a hierarchical deformable part model
G. Ghiasi and C. C. Fowlkes · 2014
Earlier work this paper cites.
Rich feature hierarchies for accurate object detection and semantic segmentation
R. B. Girshick, J. Donahue, T. Darrell, and J. Malik · 2014
Earlier work this paper cites.
Spatial pyramid pooling in deep convolutional networks for visual recognition
K. He, X. Zhang, S. Ren, and J. Sun · 2014
Earlier work this paper cites.
Very deep convolutional networks for large-scale image recognition
K. Simonyan and A. Zisserman · 2014
Cited alongside, same era.
Unconstrained face detection: State of the art baseline and challenges
J. Cheney, B. Klein, A. K. Jain, and B. F. Klare · 2015
Cited alongside, same era.
Fast edge detection using structured forests
P. Dollár and C. L. Zitnick · 2015
Cited alongside, same era.
Fast R-CNN
R. B. Girshick · 2015
Cited alongside, same era.
Pushing the frontiers of unconstrained face detection and recognition: IARPA Janus benchmark A
B. F. Klare, B. Klein, E. Taborsky, A. Blanton, J. Cheney, K. Allen, P. Grother, A. Mah, M. Burge, and A. K. Jain · 2015
Cited alongside, same era.
Deepbox: Learning objectness with convolutional networks
W. Kuo, B. Hariharan, and J. Malik · 2015
Later among the works it cites.
Faster R-CNN: towards real-time object detection with region proposal networks
S. Ren, K. He, R. B. Girshick, and J. Sun · 2015
Later among the works it cites.
From facial parts responses to face detection: A deep learning approach
S. Yang, P. Luo, C. C. Loy, and X. Tang · 2015
Later among the works it cites.
Faster R-CNN: Towards real-time object detection with region proposal networks
S. Ren, K. He, R. Girshick, and J. Sun · 2016
Closest in time.
WIDER FACE: A face detection benchmark
S. Yang, P. Luo, C. C. Loy, and X. Tang · 2016
Closest in time.
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