SBPG:一种安全的便携式图形压缩架构,用于物联网中的高速可信图像通信

Umar A. Albalawi, S. Mohanty, E. Kougianos
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引用次数: 4

摘要

本文提出了一种集成安全更好便携式图形压缩算法的安全数码相机(SDC)硬件架构。该架构适用于物联网(IoT)中的高性能成像。本文的目的是双重的。一方面,提出的SBPG体系结构提供了双重保护:加密和水印。另一方面,本文提出了集成安全BPG压缩的SDC,用于实时智能交通监控。实验结果表明,新的压缩技术BPG在压缩质量和压缩文件大小方面都优于JPEG。随着PSNR值的增大,水印图像和压缩图像的视觉质量都有所提高,结果表明,所提出的SBPG大幅度提高了水印压缩图像的质量。为了实现高性能架构,考虑了三种技术:首先,使用图像的中心部分插入加密签名。其次,在频域中使用块方向DCT大小8×8进行水印。第三,在BPG编码器中,提出的结构利用帧间和帧内预测来减少时间和空间冗余。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
SBPG: A secure better portable graphics compression architecture for high speed trusted image communication in the IoT
This paper proposes a hardware architecture for a Secure Digital Camera (SDC) integrated with Secure Better Portable Graphics (SBPG) compression algorithm. The proposed architecture is suitable for high performance imaging in the Internet of Things (IoT). The objectives of this paper are twofold. On the one hand, the proposed SBPG architecture offers double-layer protection: encryption and watermarking. On the other hand, the paper proposes SDC integrated with secure BPG compression for real time intelligent traffic surveillance (ITS). The experimental results prove that the new compression technique BPG outperforms JPEG in terms of compression quality and size of the compression file. As the visual quality of the watermarked and compressed images improves with larger values of PSNR, the results show that the proposed SBPG substantially increases the quality of the watermarked compressed images. To achieve a high performance architecture three techniques are considered: first, using the center portion of the image to insert the encrypted signature. Second, watermarking is done in the frequency domain using block-wise DCT size 8×8. Third, in BPG encoder, the proposed architecture uses inter and intra prediction to reduce the temporal and spatial redundancy.
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