Thats a unique idea.You should consider the following idea to enhance your idea so that it would impact uniquely: A compression artifacts removal algorithm that is adaptive to the artifact visibility level of the input video signal is proposed. The artifact visibility is determined per frame by the ratio of the accumulated gradient on the block edges to that of the remaining area. The filtering of each video frame is optimized using a least mean square mechanism which trains on pairs of target images and decompressed images of similar quality as the input frame. Experimental results show that the proposed approach outperforms several methods in coding artifact reduction.
['Ling Shao', 'J Juanjuan Wang', 'Ihor O. Kirenko', 'de G Gerard Haan']
I am writing a research paper on a idea Quality adaptive trained filters for compression artifacts removal
[{"from": "human", "value": "I am writing a research paper on a idea Quality adaptive trained filters for compression artifacts removal"}, {"from": "gpt", "value": "Thats a unique idea.You should consider the following idea to enhance your idea so that it would impact uniquely: A compression artifacts removal algorithm that is adaptive to the artifact visibility level of the input video signal is proposed. The artifact visibility is determined per frame by the ratio of the accumulated gradient on the block edges to that of the remaining area. The filtering of each video frame is optimized using a least mean square mechanism which trains on pairs of target images and decompressed images of similar quality as the input frame. Experimental results show that the proposed approach outperforms several methods in coding artifact reduction."}]