图像恢复过程中错误隐藏算法的性能分析

Pratik K. Pasiyawala, M. Patel, Y. Patel, Unnati J. Patel
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引用次数: 0

摘要

一般来说,原始图像的传输需要非常高的比特率。为了降低比特率,必须使用块基编码对原始图像进行压缩。此外,这些块是在传输线上逐包传输的,但在传输过程中可能会发生一些包丢失的情况。由于数据包的丢失,接收端会产生带有缺失块的损坏图像,从而降低图像质量。为了恢复缺失块,提高图像质量,采用了错误隐藏技术。本文展示了错误隐藏(EC)技术在不同丢失块大小(4×4, 8×8和16×16)下的性能分析。实验结果表明,错误隐藏技术对小丢失块的PSNR (dB)和SSIM有更好的改善,这表明EC方法比大丢失块更能有效地恢复小丢失块。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Performance analysis of error concealment algorithm during image recovery
Generally, transmission of raw image requires very high bit rates. To reduced bit rate, compression of raw image using block base coding is necessary. Further these blocks are transmitted packet by packet on transmission line but it may happen that some packets may be loss during transmission. Due to loss of packets, receiver will produced corrupted image with missing blocks, which will reduce image quality. To recover missing blocks and improve image quality, error concealment technique been used. This paper shows the performance analysis of Error Concealment (EC) technique for different lost block size (4×4, 8×8, and 16×16). Experimental results demonstrate that error concealment technique provides better improvements in PSNR (dB) and SSIM for small lost block size, which clearly indicates that EC method able to recover small lost block size more efficiently compared to large lost block size.
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