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QR Forensics & QuishingRutvij Khatri•6 min read•Published 2026-10-14

Binarization and Deskewing Techniques for Unreadable Barcodes

A technical guide on optical pre-processing, 4-point perspective unwarping, and morphological closing for physical evidence extraction.

Morphological Scratch Healing

Scratched QR codes often suffer from broken timing lines between the finder patterns. A 3x3 morphological closing operation (dilation followed by erosion) bridges hairline fractures while preserving module boundaries.

#barcode binarization#deskew damaged qr code#morphological repair barcode#optical forensics
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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