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Metadata hiding for UAV video based on digital watermarking in DWT transform

Published: 01 August 2017 Publication History
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  • Abstract

    As the advent of the Unmanned Aerial Vehicles (UAVs) has been increased, the protection of the information within the transmitted or stored video has become a big challenge. Most known drone systems attach metadata of the recorded video in separate files or in the header of the video. Current techniques make the metadata unsecure and easy to get lost and removed as well as it occupies more storage and bandwidth. In this paper, an efficient method is proposed to hide the metadata of UAVs video using the technology of digital watermarking. Discrete Wavelet Transform (DWT) is used to implement the embedding of the information robustly. The middle frequencies coefficients reside on CH3 sub-band are utilized to hide the watermark bits. In addition, a new scrambling algorithm is proposed to secure the information before hiding. The adaption of the proposed video watermarking algorithm to hide the metadata of the UAV video is achieved. The experimental results prove the high performance of the proposed method. The method had unnoticeable impact on the video quality where the PSNR of 44 dB is attained. The experiments show that the method achieves high robustness under various attacks and provides enough capacity for metadata hiding of UAV video.

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    Cited By

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    • (2024)RF-WAVEGUARD: Enhancing UAV Security Against Signal Jamming Attacks through Radio Frequency WatermarkingProceedings of the 2024 ACM Workshop on Secure and Trustworthy Cyber-Physical Systems10.1145/3643650.3658612(71-80)Online publication date: 21-Jun-2024
    • (2021)A secure method in digital video watermarking with transform domain algorithmsMultimedia Tools and Applications10.1007/s11042-021-10730-580:13(20449-20476)Online publication date: 1-May-2021

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      Published In

      cover image Multimedia Tools and Applications
      Multimedia Tools and Applications  Volume 76, Issue 15
      August 2017
      791 pages

      Publisher

      Kluwer Academic Publishers

      United States

      Publication History

      Published: 01 August 2017

      Author Tags

      1. Copyright protection
      2. Drones
      3. Image scrambling
      4. Metadata hiding
      5. UAV
      6. Video watermarking

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      • (2024)RF-WAVEGUARD: Enhancing UAV Security Against Signal Jamming Attacks through Radio Frequency WatermarkingProceedings of the 2024 ACM Workshop on Secure and Trustworthy Cyber-Physical Systems10.1145/3643650.3658612(71-80)Online publication date: 21-Jun-2024
      • (2021)A secure method in digital video watermarking with transform domain algorithmsMultimedia Tools and Applications10.1007/s11042-021-10730-580:13(20449-20476)Online publication date: 1-May-2021

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