高效的CCSDS图像编码速率控制技术

Longxu Jin
{"title":"高效的CCSDS图像编码速率控制技术","authors":"Longxu Jin","doi":"10.1109/CCIENG.2011.6008122","DOIUrl":null,"url":null,"abstract":"For the limitation of data transmission bandwidth and real time transmission demand, generally image compression is required to implement the precise and flexible rate control algorithm. Rate control is an important issue in the image compression field. This paper considers the problem of rate allocation to each encoded segment for CCSDS image compression. One straightforward method is to allocate an equal amount of rate to each segment based on the average of the total number of compressed bytes. The obvious drawback of this method is that different segment will be reconstructed to different quality, so the overall quality of the reconstructed image will not be optimized. For the shortage of the original rate control method, as to improve the overall quality of the reconstructed image, an improved rate control algorithm is proposed for CCSDS image encoding. The key component of the proposed rate control method is the appropriate rate allocation. Experiments on the test images show that the PSNR can be increased at about 0.3dB on average, compared to the original algorithm. Therefore, experimental results confirm the effectiveness of the proposed algorithm in terms of objective evaluation, and the rate-distortion performance of the reconstructed image is improved.","PeriodicalId":6316,"journal":{"name":"2011 IEEE 2nd International Conference on Computing, Control and Industrial Engineering","volume":"8 1","pages":"292-296"},"PeriodicalIF":0.0000,"publicationDate":"2011-09-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"1","resultStr":"{\"title\":\"Efficient rate control technique for CCSDS image encoding\",\"authors\":\"Longxu Jin\",\"doi\":\"10.1109/CCIENG.2011.6008122\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"For the limitation of data transmission bandwidth and real time transmission demand, generally image compression is required to implement the precise and flexible rate control algorithm. Rate control is an important issue in the image compression field. This paper considers the problem of rate allocation to each encoded segment for CCSDS image compression. One straightforward method is to allocate an equal amount of rate to each segment based on the average of the total number of compressed bytes. The obvious drawback of this method is that different segment will be reconstructed to different quality, so the overall quality of the reconstructed image will not be optimized. For the shortage of the original rate control method, as to improve the overall quality of the reconstructed image, an improved rate control algorithm is proposed for CCSDS image encoding. The key component of the proposed rate control method is the appropriate rate allocation. Experiments on the test images show that the PSNR can be increased at about 0.3dB on average, compared to the original algorithm. Therefore, experimental results confirm the effectiveness of the proposed algorithm in terms of objective evaluation, and the rate-distortion performance of the reconstructed image is improved.\",\"PeriodicalId\":6316,\"journal\":{\"name\":\"2011 IEEE 2nd International Conference on Computing, Control and Industrial Engineering\",\"volume\":\"8 1\",\"pages\":\"292-296\"},\"PeriodicalIF\":0.0000,\"publicationDate\":\"2011-09-01\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"1\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"2011 IEEE 2nd International Conference on Computing, Control and Industrial Engineering\",\"FirstCategoryId\":\"1085\",\"ListUrlMain\":\"https://doi.org/10.1109/CCIENG.2011.6008122\",\"RegionNum\":0,\"RegionCategory\":null,\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"\",\"JCRName\":\"\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"2011 IEEE 2nd International Conference on Computing, Control and Industrial Engineering","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1109/CCIENG.2011.6008122","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
引用次数: 1

摘要

由于数据传输带宽的限制和实时性的要求,通常需要在图像压缩中实现精确、灵活的速率控制算法。速率控制是图像压缩领域的一个重要问题。研究了CCSDS图像压缩中各编码段的码率分配问题。一种直接的方法是根据压缩字节总数的平均值为每个段分配等量的速率。这种方法的明显缺点是不同的片段会被重构到不同的质量,因此重建图像的整体质量没有得到优化。针对原有速率控制方法的不足,为了提高重构图像的整体质量,提出了一种改进的CCSDS图像编码速率控制算法。建议的费率控制方法的关键部分是适当的费率分配。在测试图像上的实验表明,与原算法相比,PSNR平均可提高0.3dB左右。因此,实验结果从客观评价的角度证实了所提算法的有效性,重构图像的率失真性能得到了提高。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
查看原文
分享 分享
微信好友 朋友圈 QQ好友 复制链接
本刊更多论文
Efficient rate control technique for CCSDS image encoding
For the limitation of data transmission bandwidth and real time transmission demand, generally image compression is required to implement the precise and flexible rate control algorithm. Rate control is an important issue in the image compression field. This paper considers the problem of rate allocation to each encoded segment for CCSDS image compression. One straightforward method is to allocate an equal amount of rate to each segment based on the average of the total number of compressed bytes. The obvious drawback of this method is that different segment will be reconstructed to different quality, so the overall quality of the reconstructed image will not be optimized. For the shortage of the original rate control method, as to improve the overall quality of the reconstructed image, an improved rate control algorithm is proposed for CCSDS image encoding. The key component of the proposed rate control method is the appropriate rate allocation. Experiments on the test images show that the PSNR can be increased at about 0.3dB on average, compared to the original algorithm. Therefore, experimental results confirm the effectiveness of the proposed algorithm in terms of objective evaluation, and the rate-distortion performance of the reconstructed image is improved.
求助全文
通过发布文献求助,成功后即可免费获取论文全文。 去求助
来源期刊
自引率
0.00%
发文量
0
期刊最新文献
Underwater magnetic surveillance system for port protection Integrating requirements analysis and design around strategy for designing around patents Simulation of three-dimensional floc growth using improved DLA model The study of temperature and pressure in a cabin fire with water mist fire suppression Research on intelligent vehicle high-speed steering control based on CCD sensor
×
引用
GB/T 7714-2015
复制
MLA
复制
APA
复制
导出至
BibTeX EndNote RefMan NoteFirst NoteExpress
×
×
提示
您的信息不完整,为了账户安全,请先补充。
现在去补充
×
提示
您因"违规操作"
具体请查看互助需知
我知道了
×
提示
现在去查看 取消
×
提示
确定
0
微信
客服QQ
Book学术公众号 扫码关注我们
反馈
×
意见反馈
请填写您的意见或建议
请填写您的手机或邮箱
已复制链接
已复制链接
快去分享给好友吧!
我知道了
×
扫码分享
扫码分享
Book学术官方微信
Book学术文献互助
Book学术文献互助群
群 号:481959085
Book学术
文献互助 智能选刊 最新文献 互助须知 联系我们:info@booksci.cn
Book学术提供免费学术资源搜索服务,方便国内外学者检索中英文文献。致力于提供最便捷和优质的服务体验。
Copyright © 2023 Book学术 All rights reserved.
ghs 京公网安备 11010802042870号 京ICP备2023020795号-1