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In recent years, face detection has experienced significant performance improvement with the boost of deep convolutional neural networks.
Robust real-time face detection
Paul A. Viola and Michael J. Jones · 2004
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On the design of cascades of boosted ensembles for face detection
S. Charles Brubaker, Jianxin Wu, Jie Sun, Matthew D. Mullin, and James M. Rehg · 2008
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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 without bells and whistles
Markus Mathias, Rodrigo Benenson, Marco Pedersoli, and Luc J. Van Gool · 2014
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Edge boxes: Locating object proposals from edges
C. Lawrence Zitnick and Piotr Dollár · 2014
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Going deeper with convolutions
Christian Szegedy, Wei Liu, Yangqing Jia, Pierre Sermanet, Scott E. Reed, Dragomir Anguelov, Dumitru Erhan, Vincent Vanhoucke, and Andrew Rabinovich · 2015
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Faster R-CNN: towards real-time object detection with region proposal networks
Shaoqing Ren, Kaiming He, Ross B. Girshick, and Jian Sun · 2015
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A convolutional neural network cascade for face detection
Haoxiang Li, Zhe Lin, Xiaohui Shen, Jonathan Brandt, and Gang Hua · 2015
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From facial parts responses to face detection: A deep learning approach
Shuo Yang, Ping Luo, Chen Change Loy, and Xiaoou Tang · 2015
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Imagenet large scale visual recognition challenge
Olga Russakovsky, Jia Deng, Hao Su, Jonathan Krause, Sanjeev Satheesh, Sean Ma, Zhiheng Huang, Andrej Karpathy, Aditya Khosla, Michael S. Bernstein, Alexander C. Berg, and Fei-Fei Li · 2015
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WIDER FACE: A face detection benchmark
Shuo Yang, Ping Luo, Chen Change Loy, and Xiaoou Tang · 2016
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Rethinking the inception architecture for computer vision
Christian Szegedy, Vincent Vanhoucke, Sergey Ioffe, Jonathon Shlens, and Zbigniew Wojna · 2016
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Deep residual learning for image recognition
Kaiming He, Xiangyu Zhang, Shaoqing Ren, and Jian Sun · 2016
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R-FCN: object detection via region-based fully convolutional networks
Jifeng Dai, Yi Li, Kaiming He, and Jian Sun · 2016
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SSD: single shot multibox detector
Wei Liu, Dragomir Anguelov, Dumitru Erhan, Christian Szegedy, Scott E. Reed, Cheng-Yang Fu, and Alexander C. Berg · 2016
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You only look once: Unified, real-time object detection
Joseph Redmon, Santosh Kumar Divvala, Ross B. Girshick, and Ali Farhadi · 2016
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YOLO9000: better, faster, stronger
Joseph Redmon and Ali Farhadi · 2016
Cited alongside, same era.
A fast and accurate unconstrained face detector
Shengcai Liao, Anil K. Jain, and Stan Z. Li · 2016
Cited alongside, same era.
Joint training of cascaded CNN for face detection
Hongwei Qin, Junjie Yan, Xiu Li, and Xiaolin Hu · 2016
Cited alongside, same era.
Joint face detection and alignment using multitask cascaded convolutional networks
Kaipeng Zhang, Zhanpeng Zhang, Zhifeng Li, and Yu Qiao · 2016
Cited alongside, same era.
Unitbox: An advanced object detection network
Jiahui Yu, Yuning Jiang, Zhangyang Wang, Zhimin Cao, and Thomas S. Huang · 2016
Cited alongside, same era.
Densely connected convolutional networks
Gao Huang, Zhuang Liu, Laurens van der Maaten, and Kilian Q. Weinberger · 2017
Cited alongside, same era.
Finding tiny faces
Peiyun Hu and Deva Ramanan · 2017
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SSH: single stage headless face detector
Mahyar Najibi, Pouya Samangouei, Rama Chellappa, and Larry S. Davis · 2017
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Aggregated residual transformations for deep neural networks
Saining Xie, Ross B. Girshick, Piotr Dollár, Zhuowen Tu, and Kaiming He · 2017
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Pytorch, 2017
Adam Paszke, Sam Gross, Soumith Chintala, and Gregory Chanan · 2017
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Pyramidbox: A context-assisted single shot face detector
Xu Tang, Daniel K Du, Zeqiang He, and Jingtuo Liu · 2018
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Single-shot object detection with enriched semantics
Zhishuai Zhang, Siyuan Qiao, Cihang Xie, Wei Shen, Bo Wang, and Alan L. Yuille · 2018
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S 3 {}^{\mbox{3}} FD: Single shot scale-invariant face detector
Shifeng Zhang, Xiangyu Zhu, Zhen Lei, Hailin Shi, Xiaobo Wang, and Stan Z. Li · 2017
Cited alongside, same era.
Face attention network: An effective face detector for the occluded faces
Jianfeng Wang, Ye Yuan, and Gang Yu · 2017
Cited alongside, same era.
Faster R-CNN: towards real-time object detection with region proposal networks
Shaoqing Ren, Kaiming He, Ross B. Girshick, and Jian Sun · 2017
Cited alongside, same era.
Feature pyramid networks for object detection
Tsung-Yi Lin, Piotr Dollár, Ross B. Girshick, Kaiming He, Bharath Hariharan, and Serge J. Belongie · 2017
Cited alongside, same era.
Focal loss for dense object detection
Tsung-Yi Lin, Priya Goyal, Ross B. Girshick, Kaiming He, and Piotr Dollár · 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.
Cascade R-CNN: delving into high quality object detection
Zhaowei Cai and Nuno Vasconcelos · 2018
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Seeing small faces from robust anchor’s perspective
Chenchen Zhu, Ran Tao, Khoa Luu, and Marios Savvides · 2018
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Beyond trade-off: Accelerate fcn-based face detector with higher accuracy
Guanglu Song, Yu Liu, Ming Jiang, Yujie Wang, Junjie Yan, and Biao Leng · 2018
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Real-time rotation-invariant face detection with progressive calibration networks
Xuepeng Shi, Shiguang Shan, Meina Kan, Shuzhe Wu, and Xilin Chen · 2018
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Finding tiny faces in the wild with generative adversarial network
Yancheng Bai, Yongqiang Zhang, Mingli Ding, and Bernard Ghanem · 2018
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Single-shot refinement neural network for object detection
Shifeng Zhang, Longyin Wen, Xiao Bian, Zhen Lei, and Stan Z. Li · 2018
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Learning transferable architectures for scalable image recognition
Barret Zoph, Vijay Vasudevan, Jonathon Shlens, and Quoc V. Le · 2018
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DSFD: dual shot face detector
Jian Li, Yabiao Wang, Changan Wang, Ying Tai, Jianjun Qian, Jian Yang, Chengjie Wang, Ji-Lin Li, and Feiyue Huang · 2018
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Selective refinement network for high performance face detection
Cheng Chi, Shifeng Zhang, Junliang Xing, Zhen Lei, Stan Z. Li, and Xudong Zou · 2019
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