首页> 美国政府科技报告 >Medical Image Indexing and Compression Based on Vector Quantization: Image Retrieval Efficiency Evaluation.

【24h】

Medical Image Indexing and Compression Based on Vector Quantization: Image Retrieval Efficiency Evaluation.

机译：基于矢量量化的医学图像索引与压缩：图像检索效率评估。

获取原文

页面导航

摘要
著录项
相似文献
相关主题

摘要

This paper addresses the problem of efficient image retrieval from a compressed image database, using information derived from the compression process. Images in the database are compressed applying two approaches: Vector Quantization (VQ) and Quadtree image decomposition. Both are based on Konohen's Self-Organizing Feature Maps (SOFM) for creating vector quantization codebooks. However, while VQ uses one codebook of one resolution to compress the images, Quadtree decomposition uses simultaneously 4 codebooks of four different resolutions. Image indexing is implemented by generating a Feature Vector (FV) for each compressed image. Accordingly, images are retrieved by means of FVs similarity evaluation between the query image and the images in the database, depending on a distance measure. Three distance measures have been analyzed to assess FV index similarity: Euclidean, Intersection and Correlation distances. Distance measures efficiency retrieval is evaluated for different VQ resolutions and different Quadtree image descriptors. Experimental results using real data, esophageal ultrasound and eye angiography images, are presented.

著录项

作者
Ordonez, J. R.; Cazuguel, G.; Puentes, J.; Solaiman, B.; Cauvin, J. M.;
展开▼
作者单位

展开▼
年度 2001
页码 1-5
总页数 5
原文格式 PDF
正文语种 eng
中图分类工业技术;
关键词
Meetings; Vector analysis; Image compression; Test and evaluation; Compression; Data bases; Measurement; Resolution; Medicine; Correlation; Ultrasonics; Images; Information retrieval; Quantization; Maps; Decomposition; Angiography; Self organizing systems; Medical imaging; Vq(Vector quantization); Sofm(Self-organizing feature maps);

机译：会议;矢量分析;图像压缩;测试和评估;压缩;数据库;测量;分辨率;医学;相关;超声学;图像;信息检索;量化;地图;分解;血管造影;自组织系统;医学成像; Vq（矢量量化）; sofm（自组织特征映射）;

相似文献

外文文献
中文文献
专利

1. Image indexing and retrieval based on vector quantization [J] . Teng SW, Lu GJ Pattern Recognition: The Journal of the Pattern Recognition Society . 2007,第11期

机译：基于矢量量化的图像索引与检索
2. Wavelet based compression of medical ultrasound images using vector quantization. [J] . Kaur L, Chauhan RC, Saxena SC Journal of medical engineering & technology . 2006,第3期

机译：使用矢量量化的基于小波的医学超声图像压缩。
3. MEDICAL IMAGE COMPRESSION TECHNIQUE USING LISTLESS SET PARTITIONING IN HIERARCHICAL TREES AND CONTEXTUAL VECTOR QUANTIZATION FOR BRAIN IMAGES [J] . Sridevi S., V.R. Vijayakumar Journal of computer sciences . 2013,第9期

机译：分层树中无集划分和脑图像上下文向量量化的医学图像压缩技术
4. Medical image indexing and compression based on vector quantization: image retrieval efficiency evaluation [C] . Ordonez, J.R., Cazuguel, Engineering in Medicine and Biology Society, 2001. Proceedings of the 23rd Annual International Conference of the IEEE . 2001

机译：基于矢量量化的医学图像索引与压缩：图像检索效率评估
5. An investigation of vector quantization-based methods for image compression in color printers. [D] . Mahadik, Amit Ashok. 2000

机译：对基于矢量量化的彩色打印机图像压缩方法的研究。
6. Wavelet-based vector quantization for high-fidelity compression and fast transmission of medical images [O] . Sunanda Mitra, Shuyu Yang, Vadim Kustov 1998

机译：基于小波的矢量量化可实现医学图像的高保真压缩和快速传输
7. Medical Image Indexing and Compression Based on Vector Quantization: Image Retrieval Efficiency Evaluation [O] . J. R. Ordonez, G. Cazuguel, J. Puentes, 2001

机译：基于矢量量化的医学图像索引与压缩：图像检索效率评估

Medical Image Indexing and Compression Based on Vector Quantization: Image Retrieval Efficiency Evaluation.

摘要

著录项

相似文献

相关主题

期刊订阅