Thats a unique idea.You should consider the following idea to enhance your idea so that it would impact uniquely: An new pixel unsupervised hyperspectral image (HSI) segmentation method is proposed. It relies on a binary incoding of spectral reflectance curve variations of pixels that allows to consider HSI segmentation as a clustering problem in the feature set of binary strings. Using a generalized Hamming distance, a k-modes algorithm is applied to obtain a cluster partionning of the HSI with no use of any spatial information.
['Michel Berthier', 'Sandallah El Asmar', 'Carl Frélicot']
I am writing a research paper on a idea Binary codes K-modes clustering for HSI segmentation
[{"from": "human", "value": "I am writing a research paper on a idea Binary codes K-modes clustering for HSI segmentation"}, {"from": "gpt", "value": "Thats a unique idea.You should consider the following idea to enhance your idea so that it would impact uniquely: An new pixel unsupervised hyperspectral image (HSI) segmentation method is proposed. It relies on a binary incoding of spectral reflectance curve variations of pixels that allows to consider HSI segmentation as a clustering problem in the feature set of binary strings. Using a generalized Hamming distance, a k-modes algorithm is applied to obtain a cluster partionning of the HSI with no use of any spatial information."}]