Thats a unique idea.You should consider the following idea to enhance your idea so that it would impact uniquely: A novel approach to perceptual knowledge extraction from images based on the concept of salient image objects is proposed. Salient image object - a concise description of a image fragment within a circular region - is a vector of salient image features, which describes the fragment invariantly to geometrical transformations and some intensity changes. Bayesian network of salient image objects - a kind of generative image modeling - is used as a model for the knowledge representation, which includes semantic entities (e.g., real-world objects) and provides probabilistic relations beten image features and semantic entities. The proposed technique of multi-scale image relevance function permits a fast and ordered extraction of salient image objects.
['Roman M. Palenichka', 'Marek B. Zaremba']
I am writing a research paper on a idea Perceptual Knowledge Extraction Using Bayesian Networks of Salient Image Objects
[{"from": "human", "value": "I am writing a research paper on a idea Perceptual Knowledge Extraction Using Bayesian Networks of Salient Image Objects"}, {"from": "gpt", "value": "Thats a unique idea.You should consider the following idea to enhance your idea so that it would impact uniquely: A novel approach to perceptual knowledge extraction from images based on the concept of salient image objects is proposed. Salient image object - a concise description of a image fragment within a circular region - is a vector of salient image features, which describes the fragment invariantly to geometrical transformations and some intensity changes. Bayesian network of salient image objects - a kind of generative image modeling - is used as a model for the knowledge representation, which includes semantic entities (e.g., real-world objects) and provides probabilistic relations beten image features and semantic entities. The proposed technique of multi-scale image relevance function permits a fast and ordered extraction of salient image objects."}]