Thats a unique idea.You should consider the following idea to enhance your idea so that it would impact uniquely:  apply a continuous relevance model (CRM) to the problem of directly retrieving the visual content of videos using text queries. The model computes a joint probability model for image features and words using a training set of annotated images. The model may then be used to annotate unseen test images. The probabilistic annotations are used for retrieval using text queries.  also propose a modified model - the normalized CRM - which substantially improves performance on a subset of the TREC video dataset.
['Victor Lavrenko', 'Shaolei Feng', 'R. Manmatha']
I am writing a research paper on a idea Statistical models for automatic video annotation and retrieval
[{"from": "human", "value": "I am writing a research paper on a idea Statistical models for automatic video annotation and retrieval"}, {"from": "gpt", "value": "Thats a unique idea.You should consider the following idea to enhance your idea so that it would impact uniquely:  apply a continuous relevance model (CRM) to the problem of directly retrieving the visual content of videos using text queries. The model computes a joint probability model for image features and words using a training set of annotated images. The model may then be used to annotate unseen test images. The probabilistic annotations are used for retrieval using text queries.  also propose a modified model - the normalized CRM - which substantially improves performance on a subset of the TREC video dataset."}]