基于小波编码的巡航导弹图像压缩方法研究

计算机科学 ›› 2009, Vol. 36 ›› Issue (12): 263-266.

基于小波编码的巡航导弹图像压缩方法研究

陈升来,郑爱民,李涛

(中国电子科技集团第二十八研究所南京210007)

出版日期:2018-11-16 发布日期:2018-11-16
基金资助:
本文受国家自然科学基金(60774091)资助。

Study on Compression Algorithm of Cruise Missile Image Based on Wavelet Code

CHEN Sheng-lai,ZHENG Ai-min,LI Tao

Online:2018-11-16 Published:2018-11-16

摘要/Abstract

摘要： 弹载图像压缩系统要求压缩算法在保证图像质量的前提下对图像实现大压缩比实时压缩。针对这些要求，提出了采用小波编码算法作为图像压缩系统的实现算法和DSP作为算法的实现平台。小波压缩算法分为两个部分，即先对图像进行整型提升小波变换，再利用SPIHT(Set Partitioning in Hierarchical Trees)算法对变换结果进行编码。对小波编码过程中存在重复运算和存储量大的缺点进行了改进，使之适合于DSP并行处理。实验结果表明，改进的算法与原算法相比，重构图像的峰值信噪比相当，大于28dB，满足图像质量要求;图像压缩速度达到20帧/s，完全满足实时性要求。

关键词: 巡航导弹图像，提升小波变换，SPIHT,DSP

Abstract: Wavclet code algorithm is adopted because compression algorithm is required to largcratio and real-time compress images by missilcborne compression system under the condition of the guarantee of image quality, and DSP (Digital Signal Processor) is selected as the processor of algorithm. Wavelet code algorithm is composed of two step:images are transformed by integer lifting scheme,and the transform results arc coded by SPIHT(Set Partitioning in Hierarchical Trees) algorithm. Wavelet code algorithm is improved to be fit for DSP parallel process for it has some defeclions such as many repeat calculations, and consuming a large number of memories. Experiment results show that the peak signal-to-noise ratio (PSNR) of improved algorithm is larger than 28dB and is as much as original algorithm,which can meet the requirement of image duality; the compression speed is 20 frames per minute, which totally meets real hme compression reqmrement.

Key words: Cruise missile image, Lifting scheme, SPIHT, DSP

陈升来,郑爱民,李涛. 基于小波编码的巡航导弹图像压缩方法研究[J]. 计算机科学, 2009, 36(12): 263-266. https://doi.org/

CHEN Sheng-lai,ZHENG Ai-min,LI Tao. Study on Compression Algorithm of Cruise Missile Image Based on Wavelet Code[J]. Computer Science, 2009, 36(12): 263-266. https://doi.org/

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