AN ONLINE IMAGE COMPRESSION ALGORITHM USING SINGULAR VALUE DECOMPOSITION AND ADAPTIVE VECTOR QUANTIZATION

机译：基于奇异值分解和自适应矢量量化的在线图像压缩算法

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In this paper we propose novel strategies for reducing the practical limitations of the Singular Value Decomposition (SVD) for image compression. First, the computational cost is reduced by computing only a limited number of eigenvectors. Second, an online Adaptive Vector Quantization (AVQ) method is used to achieve a low bit rate. Simulation results show that the proposed algorithm is better than the discrete cosine transform (DCT) and previous hybrid VQ-SVD in terms of distortion, bit rate, and image quality.

机译：在本文中，我们提出了新颖的策略来减少图像压缩的奇异值分解（SVD）的实际限制。首先，通过仅计算有限数量的特征向量来降低计算成本。其次，在线自适应矢量量化（AVQ）方法用于实现低比特率。仿真结果表明，该算法在失真，比特率和图像质量方面优于离散余弦变换（DCT）和先前的混合VQ-SVD。

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《Signal Processing X: Theories and Applications》|2000年|p.1137-1140|共4页
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Adriana Dapena;
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中图分类无线电电子学、电信技术;
关键词
image coding; singular value decomposition; vector quantization;

机译：图像编码;奇异值分解;向量量化;

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专利

1. Image compression based on fuzzy algorithms for learning vector quantization and wavelet image decomposition [J] . Karayiannis N.B., Pai P. IEEE Transactions on Image Processing . 1998,第8期

机译：基于模糊算法的图像压缩学习矢量量化和小波图像分解
2. Comparison between adaptive search and bit allocation algorithms for image compression using vector quantization [J] . Liang K.M., Huang C.M. IEEE Transactions on Image Processing . 1995,第7期

机译：使用矢量量化的图像压缩自适应搜索和位分配算法之间的比较
3. Efficient codebooks for vector quantization image compression with an adaptive tree search algorithm [J] . Sitaram V.S., Chien-Min Huang IEEE Transactions on Communications . 1994,第11期

机译：使用自适应树搜索算法进行矢量量化图像压缩的高效码本
4. An online image compression algorithm using singular value decomposition and adaptive vector quantization [C] . Dapena Adriana, Du Xun, Ahalt Stanley European Signal Processing Conference . 2000

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5. Still image data compression using hierarchical adaptive dimension zero-tree residual vector quantization. [D] . Zhang, Dazhong (Chris). 2005

机译：使用分层自适应维零树残差矢量量化的静态图像数据压缩。
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. THREE IMPROVED CODEBOOK SEARCHING ALGORITHMS FOR IMAGE COMPRESSION USING VECTOR QUANTIZER [O] . C. -c. Chang, C. -l. Kuo, C. -c. Chen 2011

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8. Compression of fingerprint data using the wavelet vector quantization image compression algorithm. 1992 progress report [R] . Bradley, J. N., Brislawn, C. M. 1992

机译：利用小波矢量量化图像压缩算法压缩指纹数据。 1992年进度报告

AN ONLINE IMAGE COMPRESSION ALGORITHM USING SINGULAR VALUE DECOMPOSITION AND ADAPTIVE VECTOR QUANTIZATION

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