Thats a unique idea.You should consider the following idea to enhance your idea so that it would impact uniquely: Recently, deep neural networks have been shown to perform competitively on the task of predicting facial expression from images. Trained by gradient-based methods, these networks are amenable to "multi-task" learning via a multiple term objective.   demonstrate that learning representations to predict the position and shape of facial landmarks can improve expression recognition from images.  show competitive results on two large-scale datasets, the ICML 2013 Facial Expression Recognition challenge, and the Toronto Face Database.
['T.J. DeVries', 'Kumar Biswaranjan', 'Graham W. Taylor']
I am writing a research paper on a idea Multi-task Learning of Facial Landmarks and Expression
[{"from": "human", "value": "I am writing a research paper on a idea Multi-task Learning of Facial Landmarks and Expression"}, {"from": "gpt", "value": "Thats a unique idea.You should consider the following idea to enhance your idea so that it would impact uniquely: Recently, deep neural networks have been shown to perform competitively on the task of predicting facial expression from images. Trained by gradient-based methods, these networks are amenable to \"multi-task\" learning via a multiple term objective.   demonstrate that learning representations to predict the position and shape of facial landmarks can improve expression recognition from images.  show competitive results on two large-scale datasets, the ICML 2013 Facial Expression Recognition challenge, and the Toronto Face Database."}]