面向增强随机访问的光场图像可伸缩编码
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国家自然科学基金项目(No.62271276)资助。


Scalable coding of light field images for enhanced random access
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    摘要:

    光场成像技术给用户提供了更高质量的沉浸式视觉体验,然而,由于其捕捉了大量的空间和角度信息,因此需要有效的编码方法来压缩光场图像庞大的数据量。在光场图像编码方法中,除了要注重压缩效率外,还需考虑其他重要因素,如随机访问和视口可伸缩性等。鉴于这些需求,本文提出一种新型的光场图像可伸缩编码方法,同时兼顾编码效率以及随机访问、可伸缩性等性能。首先,将光场图像子孔径阵列进行稀疏采样,在编码端将第五个视口层丢弃。其次,根据视点分层策略,对前四个视口层中的视点构建不同的多参考帧预测关系进行编码;在解码端通过视点合成网络对第五个视口层中的视点进行合成,从而实现光场图像的压缩以及视口可伸缩性。实验结果表明,相较于JPEG Pleno通用测试标准中所提出的JPEG Pleno Anchor,真实场景下的BDBR减少了16166;合成场景下的BDBR减少了6796,并且提供了更有效的随机访问性能,在码率为075 bpp时,真实场景的相对随机访问惩罚平均1891,合成场景的相对随机访问惩罚平均为1700。所提方法实现了编码效率和随机访问性能的更佳平衡。

    Abstract:

    Light field imaging technology provides users with a higher quality immersive visual experience.However,since it captures a vast amount of spatial and angular information,effective encoding methods are required to compress the massive data volume in light field images.In addition to focusing on compression efficiency,other important factors such as random access and viewport scalability need to be considered in light field image coding methods.Given these requirements,a novel light field image scalable coding method for light field images is proposed,which simultaneously takes into account the coding efficiency as well as the performance of random access and scalability.Firstly,the optical field image sub aperture array is sparsely sampled and the fifth viewport layer is discarded at the coding end.Then,based on the view hierarchical strategy,different multiple reference frame prediction relationships are conducted for encoding the viewpoints in the first four viewport layers.At the decoding end,viewpoint synthesis network is employed to synthesize viewpoints in the fifth layer,achieving compression and viewport scalability for light field images.The experimental results demonstrate that compared to the JPEG Pleno Anchor proposed in the JPEG Pleno general testing standard,the BDBR in the real scene is reduced by 16.166%,the BDBR in the synthetic scenes is reduced by 6.796%,and provides a more effective random access performance,with a relative random access penalty of the real scene at a bit rate of 0.75 bpp 18.91% on average and the relative random access penalty for synthetic scenes is 17.00% on average.The proposed method achieves a better balance between coding efficiency and random access performance.

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郭锴鸿,蒋刚毅,陈晔曜,郁梅.面向增强随机访问的光场图像可伸缩编码[J].激光与红外,2025,55(1):111~119
GUO Kai-hong, JIANG Gang-yi, CHEN Ye-yao, YU Mei. Scalable coding of light field images for enhanced random access[J]. LASER & INFRARED,2025,55(1):111~119

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  • 在线发布日期: 2025-01-17
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