Thats a unique idea.You should consider the following idea to enhance your idea so that it would impact uniquely: , the authors propose a method to analyze and capture the information from texture regardless their geometric deformation. Input image is transformed to radon space and multiresolution is achieved within the radon space using Gaussian derivative wavelet. The transformed image is applied to the polar harmonic transform PHT. The proposed method is tested against additive Gaussian noise and impulse noise with different rotations. A k-nearest neighbor classifier is employed to classify the texture. To test and evaluate correct classification percentage of the method, several sets of texture are evaluated with different rotation angle under different noisy condition. Experimental results show superiority of method in comparison to recent invariant texture analysis method.
['Satya P. Singh', 'Shabana Urooj']
I am writing a research paper on a idea Localized Radon Polar Harmonic Transform LRPHT Based Rotation Invariant Analysis of Textured Images
[{"from": "human", "value": "I am writing a research paper on a idea Localized Radon Polar Harmonic Transform LRPHT Based Rotation Invariant Analysis of Textured Images"}, {"from": "gpt", "value": "Thats a unique idea.You should consider the following idea to enhance your idea so that it would impact uniquely: , the authors propose a method to analyze and capture the information from texture regardless their geometric deformation. Input image is transformed to radon space and multiresolution is achieved within the radon space using Gaussian derivative wavelet. The transformed image is applied to the polar harmonic transform PHT. The proposed method is tested against additive Gaussian noise and impulse noise with different rotations. A k-nearest neighbor classifier is employed to classify the texture. To test and evaluate correct classification percentage of the method, several sets of texture are evaluated with different rotation angle under different noisy condition. Experimental results show superiority of method in comparison to recent invariant texture analysis method."}]