Thats a unique idea.You should consider the following idea to enhance your idea so that it would impact uniquely: Retinal image quality assessment (IQA) algorithms use different hand crafted features for training classifiers without considering the working of the human visual system (HVS) which plays an important role in IQA.  propose a convolutional neural network (CNN) based approach that determines image quality using the underlying principles behind the working of the HVS. CNNs provide a principled approach to feature learning and hence higher accuracy in decision making. Experimental results demonstrate the superior performance of our proposed algorithm over competing methods.
['Dwarikanath Mahapatra', 'Pallab Kanti Roy', 'Suman Sedai', 'Rahil Garnavi']
I am writing a research paper on a idea A CNN based neurobiology inspired approach for retinal image quality assessment
[{"from": "human", "value": "I am writing a research paper on a idea A CNN based neurobiology inspired approach for retinal image quality assessment"}, {"from": "gpt", "value": "Thats a unique idea.You should consider the following idea to enhance your idea so that it would impact uniquely: Retinal image quality assessment (IQA) algorithms use different hand crafted features for training classifiers without considering the working of the human visual system (HVS) which plays an important role in IQA.  propose a convolutional neural network (CNN) based approach that determines image quality using the underlying principles behind the working of the HVS. CNNs provide a principled approach to feature learning and hence higher accuracy in decision making. Experimental results demonstrate the superior performance of our proposed algorithm over competing methods."}]