Rate control algorithm for fast bit-rate conversion transcoding

Kwang-deok Seo, Sang-Hee Lee, Jae-Kyoon Kim, Jong-Seog Koh
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引用次数: 39

Abstract

In this paper, a new rate control algorithm is introduced as a solution for fast rate control requirements in transcoding. The specific transcoding problem mentioned in this paper is referred to as bit-rate conversion. For video services in heterogeneous network environments, it is necessary to convert the bit-rate of a compressed video to match it to transmission channels of lower capacity. The transcoding of coded video streams by requantization in the DCT (discrete cosine transform) domain is considered as a promising technique for its low complexity and acceptable picture quality. We carried out extensive simulations for many kinds of video sequences to find a novel R-Q (rate-quantization) model in the requantization process and found a piecewise linearly decreasing model. Exploiting this model we propose an efficient rate control algorithm for fast transcoding. Since the proposed algorithm requires much lower complexity than conventional algorithms and inherently avoids additional steps of implementation for a scene adaptive rate control in the transcoder, it has a significant advantage as a rate control algorithm for transcoding.
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快速比特率转换转码的速率控制算法
本文提出了一种新的码率控制算法,以满足码转码中快速码率控制的要求。本文提到的具体转码问题称为比特率转换。对于异构网络环境下的视频业务,需要对压缩后的视频进行比特率转换,使其与容量较低的传输信道相匹配。在离散余弦变换(DCT)域对编码视频流进行需求化转码,以其低复杂度和可接受的图像质量被认为是一种很有前途的技术。为了在量化过程中找到一种新的R-Q(率量化)模型,我们对多种视频序列进行了大量的仿真,并找到了一种分段线性递减模型。利用该模型,我们提出了一种高效的速率控制算法来实现快速转码。由于所提出的算法比传统算法的复杂性低得多,并且固有地避免了在转码器中实现场景自适应速率控制的额外步骤,因此它作为转码的速率控制算法具有显着的优势。
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