Freemium

Image Authenticity: Review Image Similarities

Inspect potential image duplication and matching regions. Review visual evidence and context with the NotyLab Image Authenticity workspace

The problem it solves

Repeated or unusually similar image regions can be difficult to notice during figure review. A detector can surface candidates, but reviewers still need the source images and visual context to assess them responsibly.

Who it is for

  • Researchers checking figures before submission
  • Editors and reviewers investigating possible duplicated image regions
  • Research-integrity teams documenting an image review

How it works

  1. Load the source image or comparison set at the best available quality.
  2. Run the available similarity review and inspect candidate regions in the overlay.
  3. Compare every candidate with its source context and record a reviewer conclusion.

Output you can keep

A visual review workspace containing candidate matches, region overlays, and the evidence needed for a documented human assessment.

Limitations to check

  • A similarity match is a review lead; it does not prove fabrication, misconduct, or intent.
  • Compression, repeated structures, labels, and legitimate reuse can produce similar regions.
  • Conclusions should include acquisition history, figure context, and expert review.

Features

Candidate matches

Locate similarities that warrant a closer look.

Evidence overlays

Inspect matched regions against the underlying images.

Reviewer workspace

Assess detector output with image context before drawing conclusions.

Open Image Authenticity in NotyLab

Open the Tool directly. You can switch between Tool and Workflow mode from the toolbar without leaving the module

  • Tool and Workflow in one module
  • Switch mode from the toolbar