Thats a unique idea.You should consider the following idea to enhance your idea so that it would impact uniquely: Studies have discovered that face recognition will benefit from age information. Hover, since the age estimation is unstable in practice, it is still an open question how to improve face recognition using age estimation algorithms.  presents to improve the performance of face recognition by automatic age estimation. The main contribution is a new age-variational face recognition algorithm based on Bayesian framework (FRAB). By introducing the age estimation result as a prior, the recognition problem is divided into several age-specific sub-problems. As a result, the proposed algorithm leads to two algorithms according to how the age is given. The first one is FRAB-AE, which introduces age estimation result as the age prior. The second one is FRAB-GT, which considers that the ground truth of age information is given. Experimental results are conducted on FG-NET dataset to evaluate the performance of the proposed framework. It shows that the proposed algorithms is able to make use of age priors to improve the face recognition.
['Ya Su', 'Mengyao Wang', 'Hong Bao']
I am writing a research paper on a idea Age-variation face recognition based on bayes inference
[{"from": "human", "value": "I am writing a research paper on a idea Age-variation face recognition based on bayes inference"}, {"from": "gpt", "value": "Thats a unique idea.You should consider the following idea to enhance your idea so that it would impact uniquely: Studies have discovered that face recognition will benefit from age information. Hover, since the age estimation is unstable in practice, it is still an open question how to improve face recognition using age estimation algorithms.  presents to improve the performance of face recognition by automatic age estimation. The main contribution is a new age-variational face recognition algorithm based on Bayesian framework (FRAB). By introducing the age estimation result as a prior, the recognition problem is divided into several age-specific sub-problems. As a result, the proposed algorithm leads to two algorithms according to how the age is given. The first one is FRAB-AE, which introduces age estimation result as the age prior. The second one is FRAB-GT, which considers that the ground truth of age information is given. Experimental results are conducted on FG-NET dataset to evaluate the performance of the proposed framework. It shows that the proposed algorithms is able to make use of age priors to improve the face recognition."}]