动态结构驱动的图像编码技术用于数据保护
Swapan Kumar Shee1, Jyoti Khandelwal2, Amit Kumar Bairwa3
1Department of Computer Science & Engineering, University of Engineering & Management, Jaipur, 303807, India.
Scientific reports
|December 21, 2025
概括
本研究介绍了一种使用二进制树和哈希表来实现安全数字传输的新型图像编码技术. 该方法确保了高质量的图像安全性和完美的重建,优于现有的方法.
科学领域:
- 计算机科学 计算机科学
- 信息安全 信息安全
- 数据结构 数据结构
背景情况:
- 数字通信需要强大的安全性来传输敏感的图像.
- 图像在各种领域至关重要,包括医疗保健,军事和知识产权.
- 现有的图像安全方法需要提高效率和有效性.
研究的目的:
- 提出一种新的图像编码方法,以提高数字传输期间的安全性.
- 利用像二进制树和哈希表这样的动态数据结构来改进编码和解码.
- 在整个传输过程中确保敏感图像的完整性和质量.
主要方法:
- 图像像素通过哈希表存储在二进制树中.
- 像素通过树穿越重新排列成一维数组.
- 阵列被转换回一个二维格式,与原始图像尺寸相匹配.
主要成果:
- 拟议的方法在原始和混图像之间实现了低于4dB的峰值信号噪声比 (PSNR).
- 在原始和解密图像之间实现了无限的PSNR,表明完美的重建.
- 该方法证明了原始和解密图像之间的100%相似性,并显示了与编码图像的负相关性.
结论:
- 拟议的二进制树和基于哈希表的图像编码方法为数字图像传输提供了有效的安全性.
- 这种技术保持了图像质量,可见解码图像的PSNR值很高.
- 未来的应用包括集成到图像水印和隐形图像中,用于先进的安全解决方案.
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