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Subjective Evaluation of an Edge-based Depth Image Compression Scheme

机译:基于边缘的深度图像压缩方案的主观评估

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摘要

Multi-view three-dimensional television requires many views, which may be synthesized from two-dimensional images with accompanying pixel-wise depth information. This depth image, which typically consists of smooth areas and sharp transitions at object borders, must be consistent with the acquired scene in order for synthesized views to be of good quality. We have previously proposed a depth image coding scheme that preserves significant edges and encodes smooth areas between these. An objective evaluation considering the structural similarity (SSIM) index for synthesized views demonstrated an advantage to the proposed scheme over the High Efficiency Video Coding (HEVC) intra mode in certain cases. However, there were some discrepancies between the outcomes from the objective evaluation and from our visual inspection, which motivated this study of subjective tests. The test was conducted according to ITU-R BT.500-13 recommendation with Stimulus-comparison methods. The results from the subjective test showed that the proposed scheme performs slightly better than HEVC with statistical significance at majority of the tested bit rates for the given contents.
机译:多视点三维电视需要许多视点,这些视点可以由二维图像以及附带的像素深度信息合成。该深度图像通常由平滑区域和对象边界处的清晰过渡组成,必须与获取的场景一致,以使合成视图具有良好的质量。先前我们已经提出了一种深度图像编码方案,该方案可以保留重要的边缘并对其之间的平滑区域进行编码。在某些情况下,针对合成视图考虑结构相似性(SSIM)索引的客观评估证明了该方案优于高效视频编码(HEVC)帧内模式的优势。但是,客观评估和视觉检查的结果之间存在差异,这促使进行了主观测试的研究。该测试是根据ITU-R BT.500-13建议采用激励比较方法进行的。主观测试的结果表明,在给定内容的大多数测试比特率下,该方案的性能略好于HEVC,并且具有统计意义。

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