Low bandwidth stereoscopic image encoding and transmission

被引:22
作者
Flack, J [1 ]
Harman, P [1 ]
Fox, S [1 ]
机构
[1] Dynam Digital Depth, Bentley, WA 6102, Australia
来源
STEREOSCOPIC DISPLAYS AND VIRTUAL REALITY SYSTEMS X | 2003年 / 5006卷
关键词
multiview; stereoscopy; compression; depth map; 3D conversion; machine learning; neural network;
D O I
10.1117/12.474116
中图分类号
O43 [光学];
学科分类号
070207 ; 0803 ;
摘要
Encoding 3D information using depth maps is quickly becoming the dominant technique for rendering high quality stereoscopic images. This paper describes how depth maps can be highly compressed and transmitted alongside 2D images with minimal additional bandwidth. The authors have previously described a rapid 2D to 3D conversion system for generating depth maps. This system, which relies on Machine Learning algorithms, effectively encodes the relationships between a 2D source image and the associated depths of objects within the image. These relationships, which are expressed in terms of the colour and position of objects, may be exploited to provide an effective compression mechanism. This paper describes the practical implementation of this technology in an integrated 2D to 3D conversion system. We demonstrate the advantages of the encoding scheme relative to other industry standard compression techniques,: examining issues relating to bandwidth, decoding performance and the effect of compression artifacts on stereoscopic image quality.
引用
收藏
页码:206 / 214
页数:9
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