计算机科学 ›› 2016, Vol. 43 ›› Issue (11): 317-321.doi: 10.11896/j.issn.1002-137X.2016.11.062
• 图形图像与模式识别 • 上一篇
唐国维,张岩,李井辉,慕林洹
TANG Guo-wei, ZHANG Yan, LI Jing-hui and MU Lin-huan
摘要: 岩心图像作为石油地质分析和地球物理勘探的重要信息来源,数据量巨大、纹理信息丰富且对比度较弱。提出一种基于分形维的小波包EBCOT岩心图像压缩方法。对岩心图像进行完全小波包分解,以分形维作为代价函数,并以差分计盒法计算每个子带节点的分形维数。通过比较父节点和子节点分形维数值实现剪支以获取最优小波包分解,结合EBCOT算法对岩心图像进行压缩处理。实验结果表明,所提算法的重构图像的PSNR与SSIM值均高于基于熵的小波包压缩算法和JPEG2000算法。
[1] Balasubramani P,Murugan P R.Efficient image compressiontechniques for compressing multimodal medical images using neural network radial basis function approach[J].International Journal of Imaging Systems and Technology,2015,25(2):115-122 [2] Zhou Shi-chao,Deng Chen-wei,Zhao Bao-jun,et al.Remote Sen-sing Image Compression:A Review[C]∥Proceedings of 2015 IEEE International Conference on Multimedia Big Data,BigMM.Cardiff:IEEE,2015:406-410 [3] Wang Jun.Hyper-spectral image lossless compressing based on spectral DPCM and intra-DPCM[J].Chinese Optics,2013,6(6):863-867(in Chinese) 王军.基于谱间和帧内差分脉冲编码调制的超光谱图像无损压缩[J].中国光学,2013,6(6):863-867 [4] Yu Yan.SAR Image Compression Based on Block Adaptive Residual Vector Quantization[J].Journal of System Simulation,2014,6(8):1799-1806(in Chinese) 喻言.基于块自适应残差矢量量化的SAR图像压缩[J].系统仿真学,2014,6(8):1799-1806 [5] Su De-chen,Wang Wei,Sun Ai-ping,et al.Scanned Core Image Database and Web-Sharing of Chinese Continental Scientific Drilling Project[J].Earth Science-Journal of China University of Geosciences,2006,1(4):575-577(in Chinese) 苏德辰,王维,孙爱萍,等.中国大陆科学钻探岩心扫描图像数据库及共享[J].地球科学——中国地质大学学报,2006,1(4):575-577 [6] Tang Guo-wei.Research on Embedded Wavelet Image CodingAlgorithm and Application [D].Harbin:Harbin Engineering University,2010(in Chinese) 唐国维.嵌入式小波图像编码算法及应用研究[D].哈尔滨:哈尔滨工程大学,2010 [7] Song Bei-bei,Sun Wen-fang.JPEG2000 compression for remote sensing images with precise quality control[J].Optics and Precision Engineering,2013,1(8):2180-2186(in Chinese) 宋蓓蓓,孙文方.精确质量控制的遥感图像JPEG2000压缩方法[J].光学精密工程,2013,1(8):2180-2186 [8] Yang Yong-ming,Xu Chao.Image Coding Algorithm with Rate Distortion Optimization Block Segmentation Based on Wavelet Packet Decomposition[J].Science in ChinaE:Information Science,2008,8(8):1204-1219(in Chinese) 杨永明,许超.一个基于小波包分解的率失真最优化块分割图像编码算法[J].中国科学E辑:信息科学,2008,38(8):1204-1219 [9] Stütz T,Uhl A.Efficient and Rate-Distortion Optimal Wavelet Packet Basis Selection in JPEG2000[J].IEEE Transactions on Multimedia,2012,14(2):264-277 [10] Ramchandran K,Vetterli M.Best Wavelet Packet Bases in aRate-distortion Sense[J].IEEE Transactions on Image Proces-sing,1993,2(4):160-176 [11] Coifman R R,Wickerhauser M V.Entropy-based algorithms for best basis selection[J].IEEE Transactions on Information Theory,1992,38(2):713-718 [12] Liu Li,Kuang Gang-yao.Overview of Image Textural FeatureExtraction Methods[J].Journal of Image and Graphics,2009,4(4):622-635(in Chinese) 刘丽,匡纲要.图像纹理特征提取方法综述[J].中国图象图形学报,2009,4(4):622-635 [13] Harrouni S.New method for estimating the fractal dimension of discrete temporal signals[C]∥IEEE International Symposium on Industrial Electronics.2008:2497-2502 [14] Rajpoot N M,Wilson R G,Meyer F G,et al.Adaptive wavelet packet basis selection for zerotree image coding[J].IEEE Tran-sactions on Image Processing,2003,12(12):1460-1472 [15] Taubman D.High performance scalable image compression withEBCOT[J].IEEE Transactions on Image Processing,2000,9(7):1158-1170 |
No related articles found! |
|