一种基于立体视觉显著性的多视点视频比特分配方法
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雷建军(1980-),男,博士,副教授,主要从事立体视频编 码与显示、计算机视觉方面的研究.

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国家自然科学基金(61271324,7,61202266,0)和天津市自然 科学基金(12JCYBJC10400,2JCQNJC00300)资助项目 , 吴媺民, 由磊, 李帅 (天津大学 电子信息工程学院,天津 300072)


A bit allocation method for multi-view video coding based on stereoscopic visual saliency
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    摘要:

    针对多视点立体视频压缩编码,提出了一种基于立 体视觉显著性的比 特分配方法。研究综合利用多视点立体视频数据中场景的运动、深度以及深度边缘信息提取 人眼感兴趣区 域(ROI)的方法;然后根据ROI的划分结果优化区域比特分配。实验结果表 明,本文提出的算法能有效提 高ROI区域的编码性能,同时整体视频的率失真性能有一定程度的提高。

    Abstract:

    Human visual system (HVS) based video coding has obvious research si gnificance. Saliency model has been employed to the detection of interesting regions and thu s applied to the region based bit allocation of video coding.The regions of interest (ROIs) are a llocated more bits and other regions are allocated fewer bits in order to reduce the transmission bits while keeping good perceptual quality.However,the conven tional ROI based bit allocation algorithms in 2D video coding cannot be applied directly to 3D vi deo coding.This paper proposes a bit allocation method based on stereoscopic visual saliency for multi-view video coding (MVC).We propose an ROI segmentation model which utilizes the informatio n of motion,depth and the edge of depth maps.The extracted results show that our proposed segment ation model can achieve good performance.Then,a regional bit allocation scheme is realized by adjusting quantitative parameter (QP) based on the ROI segmentation results to allocate mo re bits to ROI and fewer bits to other regions.Video sequences with different ch aracteristics are utilized to evaluate the performance of our proposed bit allocation method.Expe rimental results demonstrate that the proposed method can effectively enhance the performance of ROI as well as the whole video.

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冯坤,雷建军,吴媺民,由磊,李帅.一种基于立体视觉显著性的多视点视频比特分配方法[J].光电子激光,2013,(10):1995~2001

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  • 收稿日期:2013-03-26
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