Face detection using SURF cascade

Keywords

Boosting (machine learning), Cascade, Detector, Computer science, Artificial intelligence

References

• FDDB: A benchmark for face detection in unconstrained settingsVidit Jain, Erik Learned-Miller — 2010
• Fast Bounding Box Estimation based Face DetectionVenkatesh Bala Subburaman, Sébastien Marcel — 2010
• ROC Graphs: Notes and Practical Considerations for ResearchersAnnabel Teh Gallop — 2007
• On the Design of Cascades of Boosted Ensembles for Face DetectionS. Charles Brubaker, Jianxin Wu, Jie Sun — 2008
• Pictorial Structures for Object RecognitionPedro F. Felzenszwalb, Daniel P. Huttenlocher — 2004
• Cascade object detection with deformable part modelsPedro F. Felzenszwalb, Ross Girshick, David McAllester — 2010
• Improvements of Object Detection Using Boosted HistogramsIvan Laptev — 2006
• Learning sparse features in granular space for multi-view face detectionChang Huang, Haizhou Ai, Yuan Li — 2006
• On Training Cascade Face DetectorsBrendan McCane, Kevin Novins — 2003
• An extended set of Haar-like features for rapid object detectionRainer Lienhart, Jochen Maydt — 2002
• ImageNet: A large-scale hierarchical image databaseJia Deng, Wei Dong, Richard Socher — 2009
• SIMPLIcity: Semantics-Sensitive Integrated Matching for Picture LIbrariesJames Z. Wang, Jia Li, Gio Wiederhold — 2000
• Boosting the Area under the ROC CurvePhil Long, Rocco A. Servedio — 2007
• Fast training and selection of Haar features using statistics in boosting-based face detectionMinh-Tri Pham, Tat‐Jen Cham — 2007
• Speeded-Up Robust Features (SURF)Herbert Bay, Andreas Ess, Tinne Tuytelaars — 2008
• A discriminatively trained, multiscale, deformable part modelPedro F. Felzenszwalb, David McAllester, Deva Ramanan — 2008
• WaldBoost - learning for time constrained sequential detectionJ Šochman, Jiřı́ Matas — 2005
• A Survey of Recent Advances in Face DetectionCha Zhang, Zhengyou Zhang — 2010
• Robust Real-Time Face DetectionPaul Viola, Michael Jones — 2001
• Utility data annotation with Amazon Mechanical TurkAlexander Sorokin, David Forsyth — 2008

Cited by

• Using social semantic knowledge to improve annotations in personal photo collectionsNuno Datia — 2014
• A method for object detection based on pixel intensity comparisonsNenad Markuš, Miroslav Frljak, Igor S. Pandžić — 2013
• Wearable-assisted social interaction as assistive technology for the blindDavid S. Hayden — 2014
• Empirical analysis of cascade deformable models for multi-view face detectionJavier Orozco, Brais Martínez, Maja Pantić — 2013
• Profile face detection using flipping scheme with genetic algorithmMengbo You, Takuya Akashi — 2015
• Fine-grained evaluation on face detection in the wildBin Yang, Junjie Yan, Zhen Lei — 2015
• A deep pyramid Deformable Part Model for face detectionRajeev Ranjan, Vishal M. Patel, Rama Chellappa — 2015
• Robust Face Detection with Eyes Occluded by the Shadow from Dazzling Avoidance SystemXiangpeng Liu, Axel Graeser — 2015
• Mathematical modeling for partial object detection.Ahmed El-Barkouky — 2014
• A convolutional neural network cascade for face detectionHaoxiang Li, Zhe Lin, Xiaohui Shen — 2015
• Efficient Boosted Exemplar-Based Face DetectionHaoxiang Li, Zhe Lin, Jonathan Brandt — 2014
• Asymmetric Pruning for Learning Cascade DetectorsSakrapee Paisitkriangkrai, Chunhua Shen, Anton van den Hengel — 2013
• Local Metric Learning for Exemplar-Based Object DetectionXinge You, Qiang Li, Dacheng Tao — 2014
• C^4: A Real-Time Object Detection FrameworkJianxin Wu, Nini Liu, Christopher Geyer — 2013
• Expressions invariant face recognition using SURF and Gabor featuresBarun Kumar Bairagi, Arpitam Chatterjee, Samir Chandra Das — 2012
• Structural models for face detectionJunjie Yan, Xucong Zhang, Zhen Lei — 2013
• Transfer learning using adaptive SVM for image classificationArihant Jain, Siddharth Srivastava, Sumit Soman — 2013
• Detecting and Aligning Faces by Image RetrievalXiaohui Shen, Zhe Lin, Jonathan Brandt — 2013
• Selective part models for detecting partially occluded faces in the wildAhmed El-Barkouky, Ahmed Shalaby, Ali Mahmoud — 2014
• SURF cascade face detection acceleration on Sandy Bridge processorEric Li, Yang Liu, Bin Wang — 2012

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