Variable Block Size Motion Estimator Design for Scan Rate Up-convertor

Chun-Fu Chen, G. Lee, Jui-Che Wu, Ching-Jui Hsiao, Jun-Yuan Ke
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引用次数: 4

Abstract

Variable block size motion estimator (VBSME) for scan rate up-convertor (SRUC) based on the algorithm/architecture co-exploration (AAC) design methodology is presented in this paper. Due to the concurrent exploration of both algorithm and architecture, the designed system requires comparatively less computations and hardware cost but is capable of enhancing the accuracy of motion vector (MV) by refining MV from coarse-grained to fine-grained. The proposed algorithm generates the fine-grained MVs to produce the high quality results especially for the videos with high motion. Benefiting from AAC, we back-annotate the architectural information to algorithm to revise the proposed algorithm and then make the proposed algorithm be mapped onto the targeted platform smoothly. Hence, the SRUC system is able to convert the frame rate from 60 fps up to 120 fps at full HD (1920¡Ñ1080) resolution was successfully implemented and verified on field-programmable array gate (FPGA). This SRUC system's performance has been shown to surpass those state-of-arts and its hardware cost is less than the related works as stated in the literature.
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扫描速率上变频器的可变块大小运动估计器设计
提出了一种基于算法/架构协同探索(AAC)设计方法的扫描速率上变频器可变块大小运动估计器(VBSME)。由于算法和架构的并行探索,设计的系统所需的计算量和硬件成本相对较少,但可以通过将运动矢量从粗粒度细化到细粒度来提高运动矢量(MV)的精度。该算法能够生成细粒度的mv,特别是对于高运动视频,能够产生高质量的效果。利用AAC,我们将架构信息回注到算法中,对算法进行修正,使算法能够顺利地映射到目标平台上。因此,SRUC系统能够在全高清(1920±Ñ1080)分辨率下将帧率从60 fps转换到120 fps,并在现场可编程阵列门(FPGA)上成功实现和验证。该SRUC系统的性能已被证明超过了那些最先进的技术,其硬件成本低于文献中所述的相关作品。
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