Thats a unique idea.You should consider the following idea to enhance your idea so that it would impact uniquely: Image super-resolution has gained much attention in these years, while video super-resolution remains almost unchanged. ,  propose a fast super-resolution method for video.  exploit recent development of learning-based technique that achieves state-of-the-art in accuracy and efficiency for image super-resolution.  leverage the temporal coherency of video contents to approximate the nearest neighbor search in learning-based SR. Experimental results show that our method is able to produce visually similar or better results while being 20 times faster than baseline frame-by-frame fast image SR and being orders of magnitude faster than complex optimization-based video SR.
['Yi-Ting Chen', 'Wei-Chih Tu', 'Shao-Yi Chien']
I am writing a research paper on a idea Fast video super-resolution via approximate nearest neighbor search
[{"from": "human", "value": "I am writing a research paper on a idea Fast video super-resolution via approximate nearest neighbor search"}, {"from": "gpt", "value": "Thats a unique idea.You should consider the following idea to enhance your idea so that it would impact uniquely: Image super-resolution has gained much attention in these years, while video super-resolution remains almost unchanged. ,  propose a fast super-resolution method for video.  exploit recent development of learning-based technique that achieves state-of-the-art in accuracy and efficiency for image super-resolution.  leverage the temporal coherency of video contents to approximate the nearest neighbor search in learning-based SR. Experimental results show that our method is able to produce visually similar or better results while being 20 times faster than baseline frame-by-frame fast image SR and being orders of magnitude faster than complex optimization-based video SR."}]