Face Detection Using Improved Faster RCNN

Keywords

Pascal (unit), Computer science, Object detection, Inference, Face detection

References

• FDDB: A benchmark for face detection in unconstrained settingsVidit Jain, Erik Learned-Miller — 2010
• Faster R-CNN: Towards Real-Time Object Detection with Region Proposal NetworksShaoqing Ren, Kaiming He, Ross Girshick — 2015
• You Only Look Once: Unified, Real-Time Object DetectionJoseph Redmon, Santosh Divvala, Ross Girshick — 2015
• Very Deep Convolutional Networks for Large-Scale Image RecognitionKaren Simonyan, Andrew Zisserman — 2014
• A deep pyramid Deformable Part Model for face detectionRajeev Ranjan, Vishal M. Patel, Rama Chellappa — 2015
• A convolutional neural network cascade for face detectionHaoxiang Li, Zhe Lin, Xiaohui Shen — 2015
• The Pascal Visual Object Classes Challenge: A RetrospectiveMark Everingham, S. M. Ali Eslami, Luc Van Gool — 2014
• Aggregate channel features for multi-view face detectionBin Yang, Junjie Yan, Zhen Lei — 2014
• Face detection, pose estimation, and landmark localization in the wildXiangxin Zhu, Deva Ramanan — 2012
• Going deeper with convolutionsChristian Szegedy, Wei Liu, Yangqing Jia — 2014
• Fast Human Detection Using a Cascade of Histograms of Oriented GradientsQiang Zhu, Mei-Chen Yeh, Kwang‐Ting Cheng — 2006
• DenseBox: Unifying Landmark Localization with End to End Object DetectionLichao Huang, Yi Yang, Yafeng Deng — 2015
• Robust Real-Time Face DetectionPaul Viola, Michael Jones — 2001
• Fast polygonal integration and its application in extending haar-like features to improve object detectionMinh-Tri Pham, Yang Gao, Viet-Dung D. Hoang — 2010
• Rethinking the Inception Architecture for Computer VisionChristian Szegedy, Vincent Vanhoucke, Sergey Ioffe — 2015
• Deep Residual Learning for Image RecognitionKaiming He, Xiangyu Zhang, Shaoqing Ren — 2015
• Inception-v4, Inception-ResNet and the Impact of Residual Connections on LearningChristian Szegedy, Sergey Ioffe, Vincent Vanhoucke — 2016
• Training Region-Based Object Detectors with Online Hard Example MiningAbhinav Shrivastava, Abhinav Gupta, Ross Girshick — 2016
• Joint Face Detection and Alignment Using Multitask Cascaded Convolutional NetworksKaipeng Zhang, Zhanpeng Zhang, Zhifeng Li — 2016
• R-FCN: Object Detection via Region-based Fully Convolutional NetworksJifeng Dai, Yi Li, Kaiming He — 2016

Cited by

• DSFD: Dual Shot Face DetectorJian Li, Yabiao Wang, Changan Wang — 2018
• Robust Face Detection via Learning Small Faces on Hard ImagesZhishuai Zhang, Wei Shen, Siyuan Qiao — 2018
• Improved Selective Refinement Network for Face DetectionShifeng Zhang, Rui Zhu, Xiaobo Wang — 2019
• Accurate Face Detection for High PerformanceFaen Zhang, Xinyu Fan, Guo Ai — 2019
• RetinaFace: Single-stage Dense Face Localisation in the WildJiankang Deng, Jia Guo, Yuxiang Zhou — 2019
• EXTD: Extremely Tiny Face Detector via Iterative Filter ReuseYoung Joon Yoo, Dongyoon Han, Sangdoo Yun — 2019
• RefineFace: Refinement Neural Network for High Performance Face DetectionShifeng Zhang, Cheng Chi, Zhen Lei — 2019
• Real-Time Pre-Identification and Cascaded Detection for Tiny FacesZiyuan Yang, Jing Li, Weidong Min — 2019
• CenterFace: Joint Face Detection and Alignment Using Face as PointYuanyuan Xu, Yan, Wan, Haixin Sun — 2019
• Mapping Relationships and Positions of Objects in Images Using Mask and Bounding Box DataJaime M Villanueva, Anantharam Subramanian, Vishal Ahir — 2019
• Feature-enhanced one-stage face detector for multiscale facesMingxin Jin, Huifang Li — 2020
• Recent Advances in Deep Learning for Object DetectionXiongwei Wu, Doyen Sahoo, Steven C. H. Hoi — 2019
• SANet: Smoothed Attention Network for Single Stage Face DetectorLei Shi, Xiang Xu, Ioannis A. Kakadiaris — 2019
• SEFD: A Simple and Effective Single Stage Face DetectorLei Shi, Xiang Xu, Ioannis A. Kakadiaris — 2019
• YOLOv3 as a Deep Face DetectorFiliz Gürkan, Bunyamin Sagman, Bilge Günsel — 2019
• Multi-task Generative Adversarial Network for Detecting Small Objects in the WildYongqiang Zhang, Yancheng Bai, Mingli Ding — 2020
• YOLO-face: a real-time face detectorWei‐Jun Chen, Hongbo Huang, Shuai Peng — 2020
• Investigations of Object Detection in Images/Videos Using Various Deep Learning Techniques and Embedded Platforms—A Comprehensive ReviewChinthakindi Balaram Murthy, Mohammad Farukh Hashmi, Neeraj Dhanraj Bokde — 2020
• Detecting Multi-Scale Faces Using Attention-Based Feature Fusion and Smoothed Context EnhancementLei Shi, Xiang Xu, Ioannis A. Kakadiaris — 2020
• Detecting safety helmet wearing on construction sites with bounding‐box regression and deep transfer learningJie Shen, Xin Xiong, Ying Li — 2020

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