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Dynamic sliding window width selection strategies for Rate-distortion optimal Vertex-Based shape coding algorithms

机译:率失真最优基于顶点的形状编码算法的动态滑动窗口宽度选择策略

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摘要

Vertex-based operational-rate-distortion (ORD) shape coding algorithms frequently use a sliding window (SW) to both avoid trivial solutions and improve computational efficiency, with the choice of the SW-width enabling the encoder to trade between bit-rate and computational complexity. This paper presents some new strategies for dynamically determining the SW-width adaptive within the rate-distortion constraints. From a constrained bit-rate perspective, this is achieved by estimating the maximum number of significant points feasible for a prescribed bit-rate, while for an admissible distortion, an additional rate trade-off parameter selects the SW-width, with the optimal width determined for an encoder constrained by both rate and distortion. An efficient shape-adaptive technique is also presented that exploits the curvature of a shape to compute the SW-width. Experimental results confirm that the SW-width determined using the proposed strategies can be seamlessly and efficiently embedded into the ORD shape coding framework...
机译:基于顶点的运算速率失真(ORD)形状编码算法经常使用滑动窗口(SW)来避免琐碎的解决方案并提高计算效率,并且选择SW宽度可以使编码器在比特率和计算复杂度。本文提出了一些新的策略,可在速率失真约束内动态确定SW宽度自适应。从受限制的比特率的角度来看,这是通过估算对于规定的比特率可行的最大有效点数来实现的,而对于可容许的失真,附加的速率折衷参数选择具有最佳宽度的SW宽度为受速率和失真限制的编码器确定。还提出了一种有效的形状自适应技术,该技术利用形状的曲率来计算SW宽度。实验结果证实,使用所提出的策略确定的SW宽度可以无缝且有效地嵌入到ORD形状编码框架中。

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