| 基于最优基小波包的植物病害图像压缩算法 |
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| 引用本文： | 冯登超,乔晓军,杜小鸿,田宏武,文俊峰.基于最优基小波包的植物病害图像压缩算法[J].沈阳农业大学学报,2006,37(3):274-277. |
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| 作者姓名： | 冯登超 乔晓军 杜小鸿 田宏武 文俊峰 |
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| 作者单位： | 1. 国家农业信息化工程技术研究中心,北京,100089;天津大学,电信学院,天津,300072
2. 国家农业信息化工程技术研究中心,北京,100089 |
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| 基金项目： | 引进国际先进农业科技计划(948计划);北京市科研项目 |
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| 摘 要： | 针对现代温室中由于植物病害图像数据量庞大而产生的远程传输负荷过大等问题,分析了植物病害图像存在的数据冗余、视觉冗余等特性,提出了基于最优基小波包的压缩算法。简要介绍了小波包的构造方法及其压缩的基本原理,重点阐述了最优基的构建及病害图像压缩算法实现方法,并与小波变换的压缩方法进行比较。仿真试验表明:提出的算法在保证图像质量的同时能够有效的提高图像压缩性能。
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| 关 键 词： | 小波包 图像压缩 峰值信噪比 代价函数 最优基 |
| 文章编号： | 1000-1700(2006)03-0274-04 |
| 收稿时间： | 2006-03-20 |
| 修稿时间： | 2006年3月20日 |
Compression Algorithm for Plant Disease Image Based on Best Basis of Wavelet Packets |
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| FENG Deng-chao,QIAO Xiao-jun,DU Xiao-hong,TIAN Hong-wu,WEN Jun-feng.Compression Algorithm for Plant Disease Image Based on Best Basis of Wavelet Packets[J].Journal of Shenyang Agricultural University,2006,37(3):274-277. |
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| Authors: | FENG Deng-chao QIAO Xiao-jun DU Xiao-hong TIAN Hong-wu WEN Jun-feng |
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| Abstract: | To solve the long-distance transmission load problems caused by enormous image data in modern greenhouse,the redundancy of data and vision existed in disease image were analysed.Accordingly,the compression algorithm based on best basis of wavelet packets was proposed.The construction of wavelet packets and the corresponding image compression theory were introduced briefly.The best basis was adopted to compress the plant disease image,which compared with the compression algorithm based on wavelet transform.Simulation experiment showed the compression algorithm proposed in the paper could improve the compressibility of plant diseasd image and acquire better image quality as well. |
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| Keywords: | wavelet packets image compression peak value SNR cost function best basis |
| 本文献已被 CNKI 维普 万方数据 等数据库收录！ |
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