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Second generation benchmarking and application oriented ... - CVML

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2. New attacks<br />

• Non-uniform line removal (r<strong>and</strong>om interval)<br />

• Collage attacks (ex: magazine <strong>application</strong>s)<br />

• Projective Transforms<br />

Geometrical attacks<br />

Attacked data<br />

Simulation of<br />

Record TV screen<br />

x<br />

Record cinema screen<br />

y<br />

Marked<br />

data<br />

2D<br />

z=f (x,y)<br />

Sphere<br />

Cylinder<br />

Wave<br />

…<br />

3D<br />

Geometrical<br />

Transforms<br />

Rotations<br />

Shearing<br />

Scale changes<br />

…<br />

3D<br />

Projection<br />

back<br />

Perspective projection<br />

Parallel projection<br />

2D<br />

R<strong>and</strong>om Bending<br />

Computer Vision Group<br />

University of Geneva

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