Light field image compression based on quality aware pseudo-temporal sequence

Light field image compression based on quality aware pseudo-temporal sequence
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DOI:
10.1049/el.2017.4560
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发表时间:
2018-03
影响因子:
1.1
通讯作者:
Yu Liu;Ce Zhu;Min Mao
Yu Liu;Ce Zhu;Min Mao
中科院分区:
工程技术4区
文献类型:
--
作者:
Yu Liu;Ce Zhu;Min Mao

文献摘要

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当前,可以通过光场摄像头捕获原始光场图像,并分解为具有不同感知质量的多视图。基于此观察结果,提出了一种新型的光场图像图像,其中原始光场图像被分解为多视图作为伪序列框架,并根据其感知质量重新排序。然后,由高效视频编码(HEVC)编码器压缩所得的伪周期序列。实验结果表明,与使用HEVC的最先进的重新排序技术相比,提出的方法可以实现更好的编码性能(最多28%的Bjontegaard三角洲比特率降低(BDBR)节省)。
Currently, a raw light field image can be captured by a light field camera and decomposed into multi-views with different perceptual quality. A novel light field compression approach for a light field image is proposed based on this observation, where the raw light field image is decomposed into multi-views as pseudo-sequencing frames and reordered according to their perceptual quality. The resulting pseudo-temporal sequence is then compressed by high-efficiency video coding (HEVC) encoder. Experimental results show that the proposed method can achieve a better coding performance (up to 28% Bjontegaard delta bit rate reduction (BDBR) savings) compared with state-of-the-art reordering techniques using HEVC.