Thats a unique idea.You should consider the following idea to enhance your idea so that it would impact uniquely: Corners are important image features, whose detection has proved elusive since they are associated with the locations of multiple edge orientation.   explicitly model the multiple orientations by using a mixture model based on von Mises edge-direction distributions. In order to infer the parameters of the mixture model, a bank of Gabor filters is employed. The resulting mixture model of the local contour orientation captures angular information at edges, corners and T-junctions in a single process. A criterion can then be developed which isolates corners as points of multiple edge orientations.  demonstrate the effectiveness of our method on natural images and compare the quantitative performance with a number of popular alternatives in the literature.
['Niklas Lüdtke', 'Bin Luo', 'Edwin R. Hancock', 'Richard C. Wilson']
I am writing a research paper on a idea Corner detection using a mixture model of edge orientation
[{"from": "human", "value": "I am writing a research paper on a idea Corner detection using a mixture model of edge orientation"}, {"from": "gpt", "value": "Thats a unique idea.You should consider the following idea to enhance your idea so that it would impact uniquely: Corners are important image features, whose detection has proved elusive since they are associated with the locations of multiple edge orientation.   explicitly model the multiple orientations by using a mixture model based on von Mises edge-direction distributions. In order to infer the parameters of the mixture model, a bank of Gabor filters is employed. The resulting mixture model of the local contour orientation captures angular information at edges, corners and T-junctions in a single process. A criterion can then be developed which isolates corners as points of multiple edge orientations.  demonstrate the effectiveness of our method on natural images and compare the quantitative performance with a number of popular alternatives in the literature."}]