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Photometric Stereo

Definition

A technique that recovers surface normals and illuminant direction from shading patterns. When applied to a single image, it uses local shading gradients and assumed surface reflectance models to estimate the illuminant direction at each surface patch.

Recovers
Surface normals and illuminant direction from shading
Single-image use
Estimates illuminant direction per surface patch
Input relied on
Local shading gradients and reflectance assumptions
Forensic use
Detecting spliced regions in image forgery analysis

Common questions

How does photometric stereo help detect a spliced or composited image?+

If a pasted-in object was photographed under different lighting than the rest of the scene, the illuminant direction estimated from its shading will not match the direction estimated from the surrounding region. That mismatch flags the area as a likely splice.

What limits the reliability of single-image photometric stereo for forgery detection?+

The technique assumes fairly uniform, well-behaved surface reflectance, so complex materials, strong shadows, or multiple light sources in the original scene can produce inconsistent normals even in an untouched image, which can generate a false lighting-mismatch signal.

Related terms

Illuminant Direction
The 3-D vector pointing from the scene toward the dominant light source. In a single-exposure photograph from a single scene, the illuminant...
Noise Variance Map
A per-pixel or per-block estimate of local noise variance across an image, computed by filtering out image content with a high-pass or...
Photo Response Non-Uniformity (PRNU)
A fixed-pattern noise component caused by microscopic sensitivity differences between individual sensor pixels. PRNU is deterministic and camera-specific, making it a sensor...
Shot Noise
Random noise proportional to the square root of the number of photons captured. Shot noise is scene-dependent and cannot be predicted from...
Specular Highlight
A bright spot where a light source reflects directly off a shiny surface toward the camera. The position and shape of specular...

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