• Perceptual Image Hashing

  • Completed 2014

Insight is a perceptual hashing engine that enables fuzzy image comparison through the estimation of visual similarity. This system detects structural similarities and is invariant to scale and rotation, so it is particularly useful for certain tasks including:

  1. Reverse image search

  2. Pose estimation

  3. Data forensics

  1. Image reconstruction

  2. Object recognition

  3. Copyright detection


This is accomplished by generating digital fingerprints of two files in a manner that is invariant to minor changes. These fingerprints can then be compared in order to form an estimate of similarity.

For more information about Insight and perceptual hashing, check out this blog post.



Source Code

  Insight Source code (BSD License)