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Efficient approximate core transform and its reconfigurable architectures for HEVC

机译:高效近似核心变换及其HEVC可重构架构

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This paper describes a new approximate transform for the high efficiency video coding (HEVC). A 8 x 8 discrete cosine transform (DCT) approximation is proposed and then down-sampled or expanded to generate the 4 x 4, 16 x 16, and 32 x 32 approximate matrices. The proposed 8 x 8 approximation is carried out in part by neighbourhood in order to take the advantage of adjacent pixels correlation of natural images. Hence, rather than approximating the odd basis vectors of DCT kernel by referring to their intrinsic values, we choose to quantize that by taking into account their signs and positions. The proposed approximation matrices respect the properties of transform matrices prescribed by HEVC like orthogonality and bit-length of the basis vector elements. Furthermore, they have nearly the same arithmetic complexity and hardware requirement as those of recently proposed related methods, but involve significantly less error energy. Moreover, a reconfigurable design based on the 8 x 8 approximation transform is proposed in order to allow the simultaneous computation of eight 4-, four 8-, two 16-, or one 32-point approximate DCTs. It is found that the reconfigurable design can involve nearly 26% less area-delay product (ADP) when compared with the separate non-reconfigurable designs. Experimental results obtained from FPGA prototype and HM simulations have demonstrated the advantages of the proposed transforms.
机译:本文介绍了高效视频编码(HEVC)的新近似变换。提出了8×8离散余弦变换(DCT)近似,然后向下采样或扩展以产生4×4,16 x 16和32 x 32近似矩阵。所提出的8×8近似是由邻域的部分进行的,以便采取自然图像的相邻像素相关的优点。因此,通过参考其内在值来实现DCT内核的奇数基载体,而不是考虑到他们的迹象和位置来量化。所提出的近似矩阵尊重由HEVC规定的变换矩阵的属性,例如基础矢量元素的正交性和比特长度。此外,它们具有几乎与最近提出的相关方法的算术复杂性和硬件要求,但涉及误差能量明显减少。此外,提出了一种基于8×8近似变换的可重新配置设计,以允许同时计算八个4-,四个8-,两个16-或一个32点近似DCT。结果发现,与单独的不可重新配置设计相比,可重新配置的设计可以涉及近26%的区域延迟产品(ADP)。从FPGA原型和HM模拟获得的实验结果表明了所提出的变换的优点。

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