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Specular Highlight

Definition

A bright spot where a light source reflects directly off a shiny surface toward the camera. The position and shape of specular highlights encode the illuminant direction and the surface normal, and can be used to infer the light source position independently for each object.

Field
Digital image forensics
Cause
Direct reflection of a light source off a shiny surface
Encodes
Illuminant direction, surface normal
Use in forgery detection
Checking lighting consistency across composited objects

Common questions

How does a specular highlight expose an image composite?+

If two objects in the same photo were lit by a single source, their specular highlights should point toward a consistent light direction, and a mismatch between the highlight geometries on different objects can indicate one was inserted from a different source image.

Does the absence of specular highlights weaken this forensic check?+

Yes, the method only applies to sufficiently shiny or wet surfaces; matte objects rarely produce usable highlights, so an examiner needs other lighting cues, such as shadow direction, when highlights are not present.

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...
Photometric Stereo
A technique that recovers surface normals and illuminant direction from shading patterns. When applied to a single image, it uses local shading...
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...

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