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RESEARCH APPLICATION
Image Deduplication Framework
A formal research interface for similarity analysis and duplicate verification.
REFERENCE COLLECTION
Open Database
Database Images
Add and manage reference images used by the deduplication system.
QUERY ANALYSIS
Open Comparison
Compare Image
Upload one query image and evaluate it against the reference database.
SYSTEM WORKFLOW
Similarity Verification Pipeline
01Reference
Images
Images
02MARFE
Features
Features
03ALSPH
Hashing
Hashing
04Similarity
Analysis
Analysis
05Final
Decision
Decision
REFERENCE IMAGES8
FEATURE ENGINEMARFE
HASHING ENGINEALSPH
SYSTEM STATUSREADY
REFERENCE COLLECTION
Database Images
Build and manage the reference image collection used for comparison.
8Reference Images
REFERENCE DATABASE
Add Reference Images
Select multiple images. Existing processing and duplicate checks are unchanged.
CURRENT COLLECTION
Reference Image Gallery
Images currently available to the comparison engine.
WhatsApp_Image_2026-07-07_at_3.05.23_PM.jpeg
WhatsApp_Image_2026-07-07_at_7.17.29_PM.jpeg
WhatsApp_Image_2026-07-07_at_5.29.24_PM.jpeg
WhatsApp_Image_2026-07-07_at_5.34.49_PM_1.jpeg
WhatsApp_Image_2026-07-07_at_7.17.28_PM.jpeg
WhatsApp_Image_2026-07-07_at_5.44.17_PM.jpeg
WhatsApp_Image_2026-07-07_at_7.19.47_PM.jpeg
QUERY ANALYSIS
Image Comparison
Upload one query image and compare it against the complete reference collection.
8Reference Images
QUERY IMAGE
Upload Image for Analysis
The existing MARFE + ALSPH comparison pipeline will process the selected image.