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Using only a model that was trained to predict where people look at images, and no additional training data, we can produce a range of powerful editing effects for reducing distraction in images.
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Christof Koch and Shimon Ullman · 1987
Earlier work this paper cites.
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Moran Cerf, E Paxon Frady, and Christof Koch · 2009
Earlier work this paper cites.
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Hung-Kuo Chu, Wei-Hsin Hsu, Niloy J Mitra, Daniel Cohen-Or, Tien-Tsin Wong, and Tong-Yee Lee · 2010
Earlier work this paper cites.
Computational visual attention systems and their cognitive foundations: A survey
Simone Frintrop, Erich Rome, and Henrik I Christensen · 2010
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Earlier work this paper cites.
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Earlier work this paper cites.
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Earlier work this paper cites.
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