Abstract | ||
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Multi-view/3D video is currently available in games, entertainment, education, security, and surveillance applications . Since the amount of data in multi-view/3D increases proportionally with the number of cameras, and due to different bandwidth and playback capabilities of receivers, appropriate compression of multi-view/3D video to produce the correct bitrate while maintaining smooth video quality is crucial, a task that is mostly performed by the rate control module of the encoder. There are many existing rate control algorithms for single-view and multi-view video coding considering the specific features or aspects of these videos. In this paper, we introduce a novel view-level rate distortion (RD) model. We use a systematic methodology to derive this RD model by investigating the impact of multi-view/3D video characteristics on the bitrate of a compressed video. Our proposed RD model considers the concepts of intra-view and inter-view disparity as an effective feature of multi-view/3D video to estimate the overall bitrate of each view more accurately. Evaluation results indicate that our proposed view-level RD model outperforms existing linear models by a factor of 3 and can predict the rate of each view with relatively high precision and a low estimation error of 12% on average. |
Year | DOI | Venue |
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2016 | 10.1109/TMM.2015.2500036 | Multimedia, IEEE Transactions |
Keywords | Field | DocType |
Bit rate,Three-dimensional displays,Solid modeling,Mathematical model,Complexity theory,Curve fitting,Encoding | Computer vision,Average bitrate,Computer science,Multiview Video Coding,Constant bitrate,Video tracking,Artificial intelligence,Video quality,Video compression picture types,Variable bitrate,Scalable Video Coding | Journal |
Volume | Issue | ISSN |
18 | 1 | 1520-9210 |
Citations | PageRank | References |
1 | 0.37 | 12 |
Authors | ||
4 |
Name | Order | Citations | PageRank |
---|---|---|---|
Hoda Roodaki | 1 | 14 | 4.43 |
Zahra Iravani | 2 | 1 | 0.37 |
Mahmoud Reza Hashemi | 3 | 131 | 27.70 |
Shervin Shirmohammadi | 4 | 1066 | 125.81 |