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When neural watermarking models are bypassed or unavailable, the processing engine automatically invokes a resilient mathematical fallback embedding pipeline.

Frequency-Domain Embedding & Error Correction

  • Luminance Block Encoding: Embeds forensic identification markers across discrete frequency coefficients.
  • Forward Error Correction (FEC): Employs high-capacity Reed-Solomon algebraic coding to recover the watermark payload across burst noise, bit flips, social re-encoding, and spatial distortion.
  • Resilience: Designed to maintain forensic traceability even under aggressive video compression and resolution downsampling.