基于优化点扩散的自适应块截断编码图像压缩技术

Yun-Fu Liu, Jing-Ming Guo, Yu Cheng
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引用次数: 4

摘要

块截断编码(BTC)是一种高效的压缩技术,但块伪影是其主要问题。基于半色调的比特币显著缓解了这一问题,但也伴随着明显的脉冲噪声伪影。本研究提出一种改进的自适应点扩散BTC (adaptive dot- diffusion BTC, ADBTC),以进一步改善视觉品质。此外,这种方法提供了一个额外的灵活性,在压缩比的确定相比,以前的固定和少数的配置可能性。实验结果表明,在五种不同的客观IQA方法中,本文提出的方法获得了较好的图像质量。因此,对于高帧率和高分辨率图像压缩的需求,它是一种非常有竞争力的方法。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Adaptive block truncation coding image compression technique using optimized dot diffusion
Block truncation coding (BTC) has been considered as a highly efficient compression technique for decades, but the blocking artifact is its main issue. The halftoning-based BTC has significantly eased this issue, yet an apparent impulse noise artifact is accompanied. In this study, an improved BTC, termed adaptive dot-diffused BTC (ADBTC), is proposed to further improve the visual quality. Also, this method provides an additional flexibility on the compression ratios determination in contrast to the former fixed and few number of configuration possibilities. As documented in the experimental results, the proposed method achieves the superior image quality regarding the five various objective IQA methods. As a result, it is a very competitive approach for the needs of both high frame rate and high-resolution image compression.
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