Thats a unique idea.You should consider the following idea to enhance your idea so that it would impact uniquely: Detection and description of affine-invariant features is a cornerstone component in numerous computer vision applications. In this note,  analyze the notion of maximally stable extremal regions (MSERs) through the prism of the curvature scale space, and conclude that in its original definition, MSER prefers regular (round) regions. Arguing that interesting features in natural images usually have irregular shapes,  propose alternative definitions of MSER which are free of this bias, yet maintain their invariance properties.
['Ron Kimmel', 'Cuiping Zhang', 'Alexander M. Bronstein', 'Michael M. Bronstein']
I am writing a research paper on a idea Are MSER Features Really Interesting
[{"from": "human", "value": "I am writing a research paper on a idea Are MSER Features Really Interesting"}, {"from": "gpt", "value": "Thats a unique idea.You should consider the following idea to enhance your idea so that it would impact uniquely: Detection and description of affine-invariant features is a cornerstone component in numerous computer vision applications. In this note,  analyze the notion of maximally stable extremal regions (MSERs) through the prism of the curvature scale space, and conclude that in its original definition, MSER prefers regular (round) regions. Arguing that interesting features in natural images usually have irregular shapes,  propose alternative definitions of MSER which are free of this bias, yet maintain their invariance properties."}]