mlsanityData to 14 Oct 2026

Towards Imperceptible Watermarking Via Environment Illumination for Consumer Cameras

arXiv 2510.17114 ↗First posted 20 Oct 2025cs.CVcited by 0

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Abstract (arXiv)

This paper introduces a method for using LED-based environmental lighting to produce visually imperceptible watermarks for consumer cameras. Our approach optimizes an LED light source's spectral profile to be minimally visible to the human eye while remaining highly detectable by typical consumer cameras. The method jointly considers the human visual system's sensitivity to visible spectra, modern consumer camera sensors' spectral sensitivity, and narrowband LEDs' ability to generate broadband spectra perceived as "white light" (specifically, D65 illumination). To ensure imperceptibility, we employ spectral modulation rather than intensity modulation. Unlike conventional visible light communication, our approach enables watermark extraction at standard low frame rates (30-60 fps). While the information transfer rate is modest-embedding 128 bits within a 10-second video clip-this capacity is sufficient for essential metadata supporting privacy protection and content verification.

Key facts. No citing papers in the map yet (data through 14 Oct 2026). Builds on 7 of its 34 references that are in the map. First posted on arXiv 20 Oct 2025.

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7 of 34 references.

References · 7

  1. 2018ActiveStereoNet: End-to-End Self-Supervised Learning for Active Stereo Systemscited by 35
  2. 2024OmniGuard: Hybrid Manipulation Localization via Augmented Versatile Deep Image Watermarkingcited by 35
  3. 2025CCMNet: Leveraging Calibrated Color Correction Matrices for Cross-Camera Color Constancycited by 8
  4. 2020Designing Color Filters that Make Cameras MoreColorimetriccited by 7
  5. 2020A Dark Flash Normal Cameracited by 5
  6. 2023Dispersed Structured Light for Hyperspectral 3D Imagingcited by 4
  7. 2024Dense Dispersed Structured Light for Hyperspectral 3D Imaging of Dynamic Scenescited by 3

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  1. 2025Noise-Coded Illumination for Forensic and Photometric Video Analysis
  2. 2025Pixel Seal: Adversarial-only training for invisible image and video watermarking
  3. 2025On-Device Watermarking: A Socio-Technical Imperative For Authenticity In The Age of Generative AI
  4. 2025An Efficient Digital Watermarking Technique for Small Scale devices ↗
  5. 2026AWPD: Frequency Shield Network for Agnostic Watermark Presence Detection
  6. 2025SpecGuard: Spectral Projection-based Advanced Invisible Watermarking
  7. 2026Signpost Watermarking: Joint Optimization for Visual Watermark Coexistence
  8. 2026WARP: A Unified Benchmark for Invisible Image Watermarking -- Robustness and Protection Against Attacks