Image forensics that shows its working. Recompression tests, noise residuals and structure searches highlight the regions that behave differently, and every overlay links back to the measurement behind it.
Current
A tool returns a percentage with no explanation. The examiner cannot say what was measured, so the result is hard to rely on or defend.
Target
Each sensor marks the region it measured and the reason. The examiner reviews the overlay, accepts or rejects it, and the decision is recorded.
01Preserve
The original image and its metadata are hashed and sealed.
02Probe
Recompression and noise tests are run on working copies.
03Search
Structure sensors look for repeated or foreign regions.
04Annotate
Overlays and written notes are attached to each finding.
Image Analysis Chain
Control planeAnalysis plane
01Metadata Read
EXIF · XMP · THUMBS
Reads embedded metadata, thumbnails and software tags and checks them against the pixels.
02Recompression Test
ELA · JPEG GHOSTS
Re-saves the image at known qualities and maps regions that respond differently.
03Noise Residual
SENSOR PATTERN
Extracts the noise residual and checks whether it is consistent across the frame.
04Structure Search
COPY-MOVE · SPLICE
Searches for repeated regions and edges that do not belong to the surrounding scene.
05Annotated Report
HEATMAPS · NOTES
Produces overlays and a written finding for each region the sensors flagged.
Control plane / CUSTODY LOG
Case Ledger
Keeps the original and each derived overlay linked by hash.
Edited regions can respond differently when the image is re-saved at a known quality.
ELA · JPEG GHOSTS
Stress the image and watch what moves.
Natural images carry a consistent noise pattern. Composites often break it.
RESIDUAL · BLOCK STATISTICS
Look beneath the picture.
Duplicated and pasted regions leave matching or mismatched structure.
FEATURE MATCHING · EDGE CHECKS
Find what repeats and what does not belong.
Embedded fields are compared with what the pixels show.
EXIF · THUMBNAIL · SOFTWARE TAGS
Compare claims with content.
CASEWORK
Overlays and notes that an examiner can add to a case bundle.
FINANCIAL
Screening of submitted images for editing before they reach a decision engine.
CLAIMS
Detection of reused or altered images across submissions.
Run it as a standalone workstation tool or as a service behind your own case system. Reports include the overlay images and the measurements.
Image forensics that shows its working. Recompression tests, noise residuals and structure searches highlight the regions that behave differently, and every overlay links back to the measurement behind it.
A tool returns a percentage with no explanation. The examiner cannot say what was measured, so the result is hard to rely on or defend. Each sensor marks the region it measured and the reason. The examiner reviews the overlay, accepts or rejects it, and the decision is recorded.
Yes. Analysis runs on your own hardware, and the platform can be installed with no connectivity. Reports are exported as signed PDF and machine-readable JSON.
Request a briefing by form, WhatsApp (+60 17-773 7302) or email (kumar@spearcompute.com). We scope a pilot on samples you provide.
Tell us what media you need to trust and where it has to be analysed. We will scope a briefing or a pilot on your own samples.
Request a briefing