Thats a unique idea.You should consider the following idea to enhance your idea so that it would impact uniquely: Many recent content-based image retrieval techniques utilize relevance feedback (RF) from the user to adjust the system response to better meet user expectations. One school of RF-based methods uses a ighted Minkowski distance metric to assess similarity, and adjusts the ights to refine query response. A new method of estimating these ight vectors is presented which outperforms existing methods, particularly for the important case of limited training data. A new objective function is presented for an iterative optimization routine which more closely aligns optimization goals with true system goals. A new analysis framework is presented in the derivation of this technique which is useful for understanding the limitations of many RF methods.
['Brett C. Jones', 'D.M. Wilkes']
I am writing a research paper on a idea A new analysis framework for relevance feedback-driven similarity measure refinement in content-based image retrieval
[{"from": "human", "value": "I am writing a research paper on a idea A new analysis framework for relevance feedback-driven similarity measure refinement in content-based image retrieval"}, {"from": "gpt", "value": "Thats a unique idea.You should consider the following idea to enhance your idea so that it would impact uniquely: Many recent content-based image retrieval techniques utilize relevance feedback (RF) from the user to adjust the system response to better meet user expectations. One school of RF-based methods uses a ighted Minkowski distance metric to assess similarity, and adjusts the ights to refine query response. A new method of estimating these ight vectors is presented which outperforms existing methods, particularly for the important case of limited training data. A new objective function is presented for an iterative optimization routine which more closely aligns optimization goals with true system goals. A new analysis framework is presented in the derivation of this technique which is useful for understanding the limitations of many RF methods."}]