A convolutional neural network cascade for face detection

Keywords

Computer science, Cascade, Discriminative model, Convolutional neural network, Artificial intelligence

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
• Efficient Boosted Exemplar-Based Face DetectionHaoxiang Li, Zhe Lin, Jonathan Brandt — 2014
• Face detection using SURF cascadeJianguo Li, Tao Wang, Yimin Zhang — 2011
• Annotated Facial Landmarks in the Wild: A large-scale, real-world database for facial landmark localizationMartin Köstinger, Paul Wohlhart, Peter M. Roth — 2011
• Detecting and Aligning Faces by Image RetrievalXiaohui Shen, Zhe Lin, Jonathan Brandt — 2013
• The Pascal Visual Object Classes (VOC) ChallengeMark Everingham, Luc Van Gool, Christopher K. I. Williams — 2009
• Face detection by structural modelsJunjie Yan, Xuzong Zhang, Zhen Lei — 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
• Original approach for the localisation of objects in imagesRégis Vaillant — 1994
• Real-time Accurate Object Detection using Multiple ResolutionsWei Zhang, Gregory J. Zelinsky, Dimitris Samaras — 2007
• Rich Feature Hierarchies for Accurate Object Detection and Semantic SegmentationRoss Girshick, Jeff Donahue, Trevor Darrell — 2013
• An extended set of Haar-like features for rapid object detectionRainer Lienhart, Jochen Maydt — 2002
• ImageNet Large Scale Visual Recognition ChallengeOlga Russakovsky, Jia Deng, Hao Su — 2014
• A Survey of Recent Advances in Face DetectionCha Zhang, Zhengyou Zhang — 2010
• A neural architecture for fast and robust face detectionChristophe García, M. Delakis — 2002
• Online domain adaptation of a pre-trained cascade of classifiersVidit Jain, Erik Learned-Miller — 2011
• Rotation invariant neural network-based face detectionHenry A. Rowley, Shumeet Baluja, Takeo Kanade — 1998
• Caffe: Convolutional Architecture for Fast Feature EmbeddingYangqing Jia, Evan Shelhamer, Jeff Donahue — 2014

Cited by

• Empirical analysis of cascade deformable models for multi-view face detectionJavier Orozco, Brais Martínez, Maja Pantić — 2013
• Compact Convolutional Neural Network Cascade for Face DetectionIlya Kalinovskii, В.Г. Спицын — 2015
• Image processing issues in a social assistive system for the blindMargherita Bonetto, Sergio Carrato, Gianfranco Fenu — 2015
• DenseBox: Unifying Landmark Localization with End to End Object DetectionLichao Huang, Yi Yang, Yafeng Deng — 2015
• Visual Phrases for Exemplar Face DetectionVijay Kumar, Anoop Namboodiri, C. V. Jawahar — 2015
• Estimation automatique des impressions véhiculées par une photographie de visageA. Lienhard — 2015
• From Facial Parts Responses to Face Detection: A Deep Learning ApproachShuo Yang, Ping Luo, Chen Change Loy — 2015
• Automated Mass Detection in Mammograms Using Cascaded Deep Learning and Random ForestsNeeraj Dhungel, Gustavo Carneiro, Andrew P. Bradley — 2015
• ProNet: Learning to Propose Object-Specific Boxes for Cascaded Neural NetworksChen Sun, Manohar Paluri, Ronan Collobert — 2015
• An End-to-End System for Unconstrained Face Verification with Deep Convolutional Neural NetworksJun-Cheng Chen, Rajeev Ranjan, Amit Kumar — 2015
• Extended compressed tracking via random projection based on MSERs and online LS-SVM learningYuefang Gao, Xin Shan, Zexi Hu — 2016
• HyperFace: A Deep Multi-Task Learning Framework for Face Detection, Landmark Localization, Pose Estimation, and Gender RecognitionRajeev Ranjan, Vishal M. Patel, Rama Chellappa — 2019
• Learning Multilayer Channel Features for Pedestrian DetectionJiale Cao, Yanwei Pang, Xuelong Li — 2016
• Обзор и тестирование детекторов фронтальных лицIlya Kalinovskii, В.Г. Спицын — 2016
• Throughput-Optimized OpenCL-based FPGA Accelerator for Large-Scale Convolutional Neural NetworksNaveen Suda, Vikas Chandra, Ganesh Dasika — 2016
• A Comprehensive Performance Evaluation of Deformable Face Tracking “In-the-Wild”Grigorios G. Chrysos, Epameinondas Antonakos, Patrick Snape — 2016
• A MATLAB-Based Convolutional Neural Network Approach For Face Recognition SystemSyafeeza Ahmad Radzi — 2016
• Image Analysis with Long Short-Term Memory Recurrent Neural NetworksWonmin Byeon — 2016
• Joint Face Detection and Alignment Using Multitask Cascaded Convolutional NetworksKaipeng Zhang, Zhanpeng Zhang, Zhifeng Li — 2016
• Automatic Detection of Cerebral Microbleeds From MR Images via 3D Convolutional Neural NetworksQi Dou, Hao Chen, Lequan Yu — 2016

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