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Improved DCT-based image coding and decoding methods for low-bit-rate a

机译:改进的基于DCT的低比特率图像编码和解码方法

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Abstract: The discrete cosine transform (DCT) is well known for highly efficient coding performance, and it is widely used in many image compression applications. However, in low-bit rate coding, it produces undesirable block artifacts that are visually not pleasing. In addition, in many applications, faster compression and easier VLSI implementation of DCT coefficients are also important issues. The removal of the block artifacts and faster DCT computation are therefore of practical interest. In this paper, we outline a modified DCT computation scheme that provides a simple efficient solution to the reduction of the block artifacts while achieving faster computation. We also derive a similar solution for the efficient computation of the inverse DCT. We have applied the new approach for the low-bit rate coding and decoding of images. Initial simulation results on real images have verified the improved performance obtained using the proposed method over the standard JPEG method.!11
机译:摘要:离散余弦变换(DCT)以高效的编码性能而闻名,它已广泛用于许多图像压缩应用中。然而,在低比特率编码中,其产生了视觉上不令人满意的不期望的块伪像。此外,在许多应用中,更快的压缩和更容易实现DCT系数的VLSI也是重要的问题。因此,去除块伪像和更快的DCT计算是实际有意义的。在本文中,我们概述了一种改进的DCT计算方案,该方案为减少块伪像提供了一种简单有效的解决方案,同时实现了更快的计算。我们还为逆DCT的高效计算得出了类似的解决方案。我们已经将新方法应用于图像的低比特率编码和解码。在真实图像上的初步仿真结果已经证明,与标准的JPEG方法相比,使用所提出的方法可以获得更高的性能!11

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