2017 · 271 citations · 10 references
Convolutional Neural NetworkEngineeringMachine LearningBiometricsJoint Face DetectionFace DetectionFacial Recognition SystemImage AnalysisData SciencePattern RecognitionAffective ComputingVideo TransformerMachine VisionComputer ScienceDeep LearningComputer VisionFacial Expression RecognitionHard Sample MingFer2013 Datasets
The Multi-task Cascaded Convolutional Networks (MTCNN) has recently demonstrated impressive results on jointly face detection and alignment. By using the hard sample ming and training a model on FER2013 datasets, we exploit the inherent correlation between face detection and facial express-ion recognition, and report the results of facial expression recognition based on MTCNN.
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Faster R-CNN: Towards Real-Time Object Detection with Region Proposal Networks
Shaoqing Ren, Kaiming He, Ross Girshick et al. · arXiv (Cornell University) · 2015 · 18.2K citations · Full text
A convolutional neural network cascade for face detection
Haoxiang Li, Zhe Lin, Xiaohui Shen et al. · 2015 · 1.4K citations
Face Detection, Convolutional Neural Network, Calibration Stage +14