Thats a unique idea.You should consider the following idea to enhance your idea so that it would impact uniquely: Super resolution (SR) can be used for enhancing the resolution of images or video sequences. Hover, because of the computational complexity, SR is not an efficient way to improve the quality of a given video sequence. In order to overcome this problem  proposed a method, where  super resolve consecutive frames in a given video sequence in such a way that only the moving regions in the frames instead of the whole frames are processed, saving the computational cost. The proposed motion-based localized SR method not only reduces the processing time but also increases the quality of the resulting super resolved frames. The results based on PSNR measures show that the proposed localized method, in comparison with the global SR method, show improvement in quality and motion localization reduces the number of pixels to be registered, hence provides faster processing.
['Hasan Demirel', 'Sara Izadpanahi']
I am writing a research paper on a idea Motion-based localized super resolution technique for low resolution video enhancement
[{"from": "human", "value": "I am writing a research paper on a idea Motion-based localized super resolution technique for low resolution video enhancement"}, {"from": "gpt", "value": "Thats a unique idea.You should consider the following idea to enhance your idea so that it would impact uniquely: Super resolution (SR) can be used for enhancing the resolution of images or video sequences. Hover, because of the computational complexity, SR is not an efficient way to improve the quality of a given video sequence. In order to overcome this problem  proposed a method, where  super resolve consecutive frames in a given video sequence in such a way that only the moving regions in the frames instead of the whole frames are processed, saving the computational cost. The proposed motion-based localized SR method not only reduces the processing time but also increases the quality of the resulting super resolved frames. The results based on PSNR measures show that the proposed localized method, in comparison with the global SR method, show improvement in quality and motion localization reduces the number of pixels to be registered, hence provides faster processing."}]