Exposing Photo Manipulation with Inconsistent Shadows

被引:77
作者
Kee, Eric [1 ]
O'Brien, James [2 ]
Farid, Hany [1 ]
机构
[1] Dartmouth Coll, Dept Comp Sci, Hanover, NH 03755 USA
[2] Univ Calif Berkeley, Berkeley, CA 94720 USA
来源
ACM TRANSACTIONS ON GRAPHICS | 2013年 / 32卷 / 03期
关键词
Algorithms; Security; Measurement; Shadows; image forensics; photo manipulation; image manipulation; forgery detection; ILLUMINATION; DIRECTION;
D O I
10.1145/2487228.2487236
中图分类号
TP31 [计算机软件];
学科分类号
081202 ; 0835 ;
摘要
We describe a geometric technique to detect physically inconsistent arrangements of shadows in an image. This technique combines multiple constraints from cast and attached shadows to constrain the projected location of a point light source. The consistency of the shadows is posed as a linear programming problem. A feasible solution indicates that the collection of shadows is physically plausible, while a failure to find a solution provides evidence of photo tampering.
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页数:12
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