Compact Convolutional Neural Network Cascade for Face Detection

Keywords

Computer science, CUDA, Convolutional neural network, Face detection, Cascade

References

• FDDB: A benchmark for face detection in unconstrained settingsVidit Jain, Erik Learned-Miller — 2010
• A method for object detection based on pixel intensity comparisonsNenad Markuš, Miroslav Frljak, Igor S. Pandžić — 2013
• Real-time face detection in Full HD images exploiting both embedded CPU and GPUChanyoung Oh, Saehanseul Yi, Youngmin Yi — 2015
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• Fine-grained evaluation on face detection in the wildBin Yang, Junjie Yan, Zhen Lei — 2015
• A convolutional neural network cascade for face detectionHaoxiang Li, Zhe Lin, Xiaohui Shen — 2015
• Pushing the frontiers of unconstrained face detection and recognition: IARPA Janus Benchmark ABrendan Klare, Ben Klein, Emma Taborsky — 2015
• Efficient Boosted Exemplar-Based Face DetectionHaoxiang Li, Zhe Lin, Jonathan Brandt — 2014
• Multi-view Face Detection Using Deep Convolutional Neural NetworksSachin Farfade, Mohammad Saberian, Li-Jia Li — 2015
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• A Robust Face Detection Method Based on Skin Color and EdgesDeepak Ghimire, Joonwhoan Lee — 2013
• The relationship between Precision-Recall and ROC curvesJesse Davis, Mark Goadrich — 2006
• Annotated Facial Landmarks in the Wild: A large-scale, real-world database for facial landmark localizationMartin Köstinger, Paul Wohlhart, Peter M. Roth — 2011
• Face recognition in unconstrained videos with matched background similarityLior Wolf, Tal Hassner, Itay Maoz — 2011
• The Pascal Visual Object Classes (VOC) ChallengeMark Everingham, Luc Van Gool, Christopher K. I. Williams — 2009
• 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
• A software-based dynamic-warp scheduling approach for load-balancing the Viola-Jones face detection algorithm on GPUsTan Nguyen, Daniel Hefenbrock, Jason Oberg — 2013

Cited by

• Adaptive methodologies for real-time skin segmentation and large-scale face detectionMichael J. Taylor — 2016
• A scalable convolutional neural network for task-specified scenarios via knowledge distillationMengnan Shi, Fei Qin, Qixiang Ye — 2016
• Facial Expression Recognition with CNN EnsembleKuang Liu, Mingmin Zhang, Zhigeng Pan — 2016
• Face pixel detection using evidential calibration and fusionPauline Minary, Frédéric Pichon, David Mercier — 2017
• Real-time Multi-face Tracking with Labels based on Convolutional Neural NetworksXile Li — 2017
• On Detecting Faces And Classifying Facial Races With Partial Occlusions And Pose VariationsT. Alafif — 2017
• On Detecting Partially Occluded Faces with Pose VariationsTarik Alafif, Zeyad Hailat, Melih S. Aslan — 2017
• Towards Automated Tuberculosis detection using Deep LearningSonaal Kant, Muktabh Mayank Srivastava — 2018
• Fast cascade face detection with pyramid networkDan Zeng, Fan Zhao, Shiming Ge — 2019
• Object Detection With Deep Learning: A ReviewZhong‐Qiu Zhao, Peng Zheng, Shou-Tao Xu — 2018
• PF-Face: A Parallel Framework for Face Classification and Search from Massive Videos Based on SparkJinna Lv, Bin Wu, Chang Liu — 2018
• Fast and accurate object detection in high resolution 4K and 8K video using GPUsVit Ruzicka, Franz Franchetti — 2018
• Proposal pyramid networks for fast face detectionDan Zeng, Han Liu, Fan Zhao — 2019
• Multi-stage Neural Networks with Single-Sided Classifiers for False Positive Reduction and Its Evaluation Using Lung X-Ray CT ImagesMasaharu Sakamoto, Hiroki Nakano, Kun Zhao — 2017
• Lung nodule classification by the combination of fusion classifier and cascaded convolutional neural networksMasaharu Sakamoto, Hiroki Nakano, Kun Zhao — 2017
• Training of Neural Network-Based Cascade ClassifiersLev Teplyakov, Sergey Gladilin, Evgeny Shvets — 2019
• A Driver Fatigue Recognition Algorithm Based on Spatio-Temporal Feature SequenceChen Zhang, Xiaobo Lu, Zhiliang Huang — 2019
• An Efficient Pipeline for Distant Person Detection and Identification in 4K Video using GPUsGovardhan Mattela, Manmohan Tripathi, Chandrajit Pal — 2020
• Face Liveness Detection Algorithm based on Livenesslight NetworkYinlong Zuo, Wenlong Gao, Jintao Wang — 2020
• Attendance System Using RFID, IOT and Machine Learning: A Two-Factor Verification ApproachR.K.A.R. Kariapper — 2021

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