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Current face detectors utilize anchors to frame a multi-task learning problem which combines classification and bounding box regression.
Robust real-time face detection
Paul Viola and Michael J Jones · 2004
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Object detection with discriminatively trained part-based models
Pedro F Felzenszwalb, Ross B Girshick, David McAllester, and Deva Ramanan · 2009
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Fddb: A benchmark for face detection in unconstrained settings
Vidit Jain and Erik Learned-Miller · 2010
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Imagenet classification with deep convolutional neural networks
Alex Krizhevsky, Ilya Sutskever, and Geoffrey E Hinton · 2012
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Face detection, pose estimation, and landmark localization in the wild
Xiangxin Zhu and Deva Ramanan · 2012
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Some improvements on deep convolutional neural network based image classification
Andrew G Howard · 2013
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Very deep convolutional networks for large-scale image recognition
Karen Simonyan and Andrew Zisserman · 2014
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Face detection by structural models
Junjie Yan, Xuzong Zhang, Zhen Lei, and Stan Z Li · 2014
Earlier work this paper cites.
Coarse-to-fine auto-encoder networks (cfan) for real-time face alignment
Jie Zhang, Shiguang Shan, Meina Kan, and Xilin Chen · 2014
Earlier work this paper cites.
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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Going deeper with convolutions
Christian Szegedy, Wei Liu, Yangqing Jia, Pierre Sermanet, Scott Reed, Dragomir Anguelov, Dumitru Erhan, Vincent Vanhoucke, and Andrew Rabinovich · 2015
Earlier work this paper cites.
Deep residual learning for image recognition
Kaiming He, Xiangyu Zhang, Shaoqing Ren, and Jian Sun · 2016
Cited alongside, same era.
Ssd: Single shot multibox detector
Wei Liu, Dragomir Anguelov, Dumitru Erhan, Christian Szegedy, Scott Reed, Cheng-Yang Fu, and Alexander C Berg · 2016
Cited alongside, same era.
Wider face: A face detection benchmark
Shuo Yang, Ping Luo, Chen-Change Loy, and Xiaoou Tang · 2016
Cited alongside, same era.
Face aging with conditional generative adversarial networks
Grigory Antipov, Moez Baccouche, and Jean-Luc Dugelay · 2017
Cited alongside, same era.
Scale-aware face detection
Zekun Hao, Yu Liu, Hongwei Qin, Junjie Yan, Xiu Li, and Xiaolin Hu · 2017
Cited alongside, same era.
Finding tiny faces
Peiyun Hu and Deva Ramanan · 2017
Cited alongside, same era.
Face attention network: An effective face detector for the occluded faces
Jianfeng Wang, Ye Yuan, and Gang Yu · 2017
Later among the works it cites.
Detecting faces using region-based fully convolutional networks
Yitong Wang, Xing Ji, Zheng Zhou, Hao Wang, and Zhifeng Li · 2017
Later among the works it cites.
S3fd: Single shot scale-invariant face detector
Shifeng Zhang, Xiangyu Zhu, Zhen Lei, Hailin Shi, Xiaobo Wang, and Stan Z Li · 2017
Later among the works it cites.
Pyramidbox: A context-assisted single shot face detector
Xu Tang, Daniel K Du, Zeqiang He, and Jingtuo Liu · 2018
Later among the works it cites.
Face aging with identity-preserved conditional generative adversarial networks
Zongwei Wang, Xu Tang, Weixin Luo, and Shenghua Gao · 2018
Later among the works it cites.
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Huaizu Jiang and Erik Learned-Miller · 2017
Cited alongside, same era.
Feature pyramid networks for object detection
Tsung-Yi Lin, Piotr Dollár, Ross Girshick, Kaiming He, Bharath Hariharan, and Serge Belongie · 2017
Cited alongside, same era.
Focal loss for dense object detection
Tsung-Yi Lin, Priya Goyal, Ross Girshick, Kaiming He, and Piotr Dollár · 2017
Cited alongside, same era.
Ssh: Single stage headless face detector
Mahyar Najibi, Pouya Samangouei, Rama Chellappa, and Larry S Davis · 2017
Cited alongside, same era.
Seeing small faces from robust anchor’s perspective
Chenchen Zhu, Ran Tao, Khoa Luu, and Marios Savvides · 2018
Later among the works it cites.
Selective refinement network for high performance face detection
Cheng Chi, Shifeng Zhang, Junliang Xing, Zhen Lei, Stan Z Li, and Xudong Zou · 2019
Closest in time.
Dsfd: dual shot face detector
Jian Li, Yabiao Wang, Changan Wang, Ying Tai, Jianjun Qian, Jian Yang, Chengjie Wang, Jilin Li, and Feiyue Huang · 2019
Closest in time.
High-level semantic feature detection: A new perspective for pedestrian detection
Wei Liu, Shengcai Liao, Weiqiang Ren, Weidong Hu, and Yinan Yu · 2019
Closest in time.
Group sampling for scale invariant face detection
Xiang Ming, Fangyun Wei, Ting Zhang, Dong Chen, and Fang Wen · 2019
Closest in time.