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Recent advancement in unsupervised and transfer learning methods of deep learning networks has seen a complete paradigm shift in machine learning. Inspired by the recent evolution of deep learning (DL) networks that demonstrates a proven pathway of addressing challenging dilemmas in various problem domains, we propose a novel DL framework for expression-robust feature acquisition. The framework exploits...
As important social clues, gaze direction and expression usually influence people's social interaction in their communication, and facial cognition is also a hot topic in social cognitive study. In our studies, by comparing facial cognition in upright and inverted face, considering both gaze direction and expression, we tried to explore the mechanism of gaze and expression processing by the method...
Modern distance education is an important direction of the international education development since 1980s. The paper has carried out an investigation on learning conditions for 203 distance education learners in 2006. Basing on it, a lot of negative effects were analyzed and corresponding countermeasures are proposed. At last, affect computing model is constructed and emotion recognition software...
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