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RATE-DISTORTION OPTIMIZED MERGE FRAME USING PIECEWISE CONSTANT FUNCTIONS

机译:使用分段常量功能进行速率失真优化合并帧

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The ability to efficiently switch from one pre-encoded video stream to another is a valuable attribute for a variety of interactive streaming applications, such as switching among streams of the same video encoded in different bit-rates for real-time bandwidth adaptation, or view-switching among videos capturing the same dynamic 3D scene but from different viewpoints. It is well known that intra-coded I-frames can be used at switch boundaries to facilitate stream-switching. However, the size of an I-frame is large, making frequent insertion impractical. A recent proposal towards a more efficient stream-switching mechanism is distributed source coding (D-SC), which exploits worst-case correlation between a set of potential predictor frames in the decoder buffer (called side information (SI) frames) and a target frame to lower encoding rate. However, the conventional use of bit-plane and channel coding means the encoding and decoding complexity of DSC frames is large. In this paper, we pursue a novel approach to the stream-switching problem based on the concept of "signal merging", using piecewise constant (p-wc) function as the merge operator. Specifically, we propose a new merge mode for a code block, where for each k-th transform coefficient in the block, we encode appropriate step size and horizontal shift parameters at the encoder, so that the resulting floor function at the decoder can map corresponding coefficients from any SI frame to the same reconstructed value, resulting in an identically merged signal. The selection of shift parameter per coefficient, as well as coding modes between intra and merge per block, are optimized in a rate-distortion (RD) optimal manner. Experiments show encouraging coding gain over a previous implementation of DSC frame at low- to mid-bitrates at reduced computation complexity.
机译:从一个预先编码的视频流有效地切换到另一个的能力是各种交互式流应用的有价值的属性,例如以不同的比特率编码的相同视频的流之间切换,用于实时带宽适配或视图 - 在视频中捕获相同的动态3D场景但是从不同的视点之间进行开关。众所周知,可以在交换机边界处使用帧内编码的I帧以便于流切换。但是,I帧的大小很大,频繁插入不切实际。最近朝着更有效的流切换机制的提议是分布式源编码(D-SC),其利用解码器缓冲区中的一组电位预测器帧之间的最坏情况相关性(被称为侧信息(Si)帧)和目标帧以降低编码率。然而,比特平面和信道编码的传统使用意味着DSC帧的编码和解码复杂度大。在本文中,我们基于“信号合并”概念,使用分段常量(P-WC)函数作为合并运算符的概念来追求新的流式切换问题。具体来说,我们提出一个新的合并模式为一个代码块,其中对于每个第k个块中的变换系数,我们在编码器编码适当步长大小和水平移位参数,使得在解码器所获得的地板函数可以映射对应从任何Si帧的系数到相同的重建值,导致相同合并的信号。每个系数的换档参数的选择以及每个块之间的帧内和合并之间的编码模式以速率 - 失真(RD)最佳方式优化。实验表明,在降低的计算复杂度下,在低至中位的DSC帧的先前实施中,令人鼓舞的编码增益。

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