Smile Recognition
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Papers
Deep learning for identification and face, gender, expression recognition under constraints
Biometric recognition based on the full face is an extensive research area. However, using only partially visible faces, such as in the case of veiled-persons, is a challenging task. Deep convolutional neural network (CN…
Smile RecognitionRealSmileNet: A Deep End-To-End Network for Spontaneous and Posed Smile Recognition
Smiles play a vital role in the understanding of social interactions within different communities, and reveal the physical state of mind of people in both real and deceptive ways. Several methods have been proposed to re…
Feature EngineeringSmile RecognitionRegistration-free Face-SSD: Single shot analysis of smiles, facial attributes, and affect in the wild
In this paper, we present a novel single shot face-related task analysis method, called Face-SSD, for detecting faces and for performing various face-related (classification/regression) tasks including smile recognition,…
Arousal EstimationAttributeFace DetectionSmile RecognitionDeep Learning For Smile Recognition
Inspired by recent successes of deep learning in computer vision, we propose a novel application of deep convolutional neural networks to facial expression recognition, in particular smile recognition. A smile recognitio…
CPUDeep LearningFacial Expression RecognitionFacial Expression Recognition (FER)+3Deep Convolutional Neural Networks for Smile Recognition
This thesis describes the design and implementation of a smile detector based on deep convolutional neural networks. It starts with a summary of neural networks, the difficulties of training them and new training methods…
CPUFacial Expression RecognitionFacial Expression Recognition (FER)GPU+2