Thats a unique idea.You should consider the following idea to enhance your idea so that it would impact uniquely:  previously proposed a method to find the cluster structure in home videos based on statistical models of visual and temporal features of video segments and sequential binary Bayesian classification. ,  present analysis and improved results on two key issues: feature selection and performance evaluation, using a ten-hour database (30 video clips, 1,075,000 frames). From multiple features and similarity measures, visual features are selected in order to minimize the empirical probability of misclassification. Temporal features are chosen to reflect the patterns existing in both shot and cluster duration and adjacency. Finally,  describe a detailed performance evaluation procedure that includes cluster detection, individual shot-cluster labeling, and prior selection.
['Daniel Gatica-Perez', 'Ming-Ting Sun', 'Alexander C. Loui']
I am writing a research paper on a idea Probabilistic home video structuring: feature selection and performance evaluation
[{"from": "human", "value": "I am writing a research paper on a idea Probabilistic home video structuring: feature selection and performance evaluation"}, {"from": "gpt", "value": "Thats a unique idea.You should consider the following idea to enhance your idea so that it would impact uniquely:  previously proposed a method to find the cluster structure in home videos based on statistical models of visual and temporal features of video segments and sequential binary Bayesian classification. ,  present analysis and improved results on two key issues: feature selection and performance evaluation, using a ten-hour database (30 video clips, 1,075,000 frames). From multiple features and similarity measures, visual features are selected in order to minimize the empirical probability of misclassification. Temporal features are chosen to reflect the patterns existing in both shot and cluster duration and adjacency. Finally,  describe a detailed performance evaluation procedure that includes cluster detection, individual shot-cluster labeling, and prior selection."}]