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Hybrid Color Image Compression Using Discrete Cosine Transform and Discrete Wavelet Transform

机译:使用离散余弦变换和离散小波变换的混合彩色图像压缩

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In this research we undertake a study of image compression based on the discrete cosine transform(DCT) and discrete wavelet transform(DWT). Then a hybrid color image compression algorithm based on DCT and DWT is proposed. This algorithm is implemented through transform the color image using DWT in the YCbCr space first, and then DCT in the low frequency, adopt huffman coding, RLE and arithmetic coding in the encoded mode. In experiments, the results outperform the only DCT and the only DWT typically higher in peak signal-to-noise ratio and have better visual quality.
机译:在本研究中,我们基于离散余弦变换(DCT)和离散小波变换(DWT)进行图像压缩的研究。然后提出了一种基于DCT和DWT的混合彩色图像压缩算法。该算法通过在YCBCR空间中使用DWT转换彩色图像,然后在低频中使用DCT,采用编码模式中的霍夫曼编码,RLE和算术编码。在实验中,结果优于唯一的DCT和唯一的DWT以峰值信噪比通常更高,具有更好的视觉质量。

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