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A VLSI architecture for real-time image coding using a vector quantization based algorithm

机译:使用基于矢量量化的算法进行实时图像编码的VLSI架构

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Digital image coding using vector quantization (VQ) based techniques provides low-bit rates and high quality coded images, at the expense of intensive computational demands. The computational requirement due to the encoding search process, had hindered application of VQ to real-time high-quality coding of color TV images. Reduction of the encoding search complexity through partitioning of a large codebook into the on-chip memories of a concurrent VLSI chip set is proposed. A real-time vector quantizer architecture for encoding color images is developed. The architecture maps the mean/quantized residual vector quantizer (MQRVQ) (an extension of mean/residual VQ) onto a VLSI/LSI chip set. The MQRVQ contributes to the feasibility of the VLSI architecture through the use of a simple multiplication free distortion measure and reduction of the required memory per code vector. Running at a clock rate of 25 MHz the proposed hardware implementation of this architecture is capable of real-time processing of 480*768 pixels per frame with a refreshing rate of 30 frames/s. The result is a real-time high-quality composite color image coder operating at a fixed rate of 1.12 b per pixel.
机译:使用基于矢量量化(VQ)的技术的数字图像编码可提供低比特率和高质量的编码图像,但需要大量的计算需求。由于编码搜索过程的计算要求,阻碍了VQ在彩色电视图像的实时高质量编码中的应用。提出了通过将大型码本划分为并发VLSI芯片集的片内存储器来降低编码搜索复杂度的方法。开发了用于编码彩色图像的实时矢量量化器体系结构。该架构将均值/量化残差矢量量化器(MQRVQ)(均值/残差VQ的扩展)映射到VLSI / LSI芯片组上。 MQRVQ通过使用简单的无乘法失真度量并减少每个代码矢量所需的内存,为VLSI架构的可行性做出了贡献。以25 MHz的时钟频率运行时,此体系结构的建议硬件实现能够以30帧/秒的刷新速率实时处理每帧480 * 768像素。结果是以每个像素1.12 b的固定速率运行的实时高质量复合彩色图像编码器。

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