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Visual ForensicsRutvij Khatri•7 min read•Published 2026-10-14

Analyzing Light and Shadow Consistency in Disputed Photos

Use 2D Sobel luminance vector gradients to verify whether all subjects and shadows in a photograph converge toward the same light source.

Optical Physics of Composite Images

When a fraudster cuts a person or object from one photo and pastes them into another, matching the exact angle, color temperature, and diffuse falloff of the target scene’s light source is virtually impossible.

By computing 2D luminance vectors and mapping directional surface normals to a color wheel, mismatched lighting angles immediately display conflicting color hues.

Key Investigative Takeaway

If one person is lit from 45 degrees north-west and an adjacent subject is lit from 30 degrees north-east, the image is a confirmed composite.

#shadow consistency photo forensics#lighting analysis image tampering#detect spliced person in photo
RK
Rutvij KhatriSecurity Analyst

Security Analyst and Aspiring Security Engineer passionate about digital image forensics, OSINT research, CTF steganography challenges, and client-side application security.

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