Display Pre-Filtering for Multi-View Video Compression

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Display Pre-Filtering for Multi-View Video Compression

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Title: Display Pre-Filtering for Multi-View Video Compression
Author: Zwicker, Matthias; Yea, Sehoon; Vetro, Anthony; Forlines, Clifton; Matusik, Wojciech; Pfister, Hanspeter

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Citation: Zwicker, Matthias, Sehoon Yea, Anthony Vetro, Clifton Forlines, Wojciech Matusik, and Hanspeter Pfister. 2007. Display pre-filtering for multi-view video compression. In Proceedings of the 15th International Conference on Multimedia: September 24-29, 2007, Augsburg, Allemagne, ed. R. Lienhart, A. Prasad, et al, 1046-1053. New York, N.Y.: ACM Press.
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Abstract: Multi-view 3D displays are preferable to other stereoscopic display technologies because they provide autostereoscopic viewing from any viewpoint without special glasses. However, they require a large number of pixels to achieve high image quality. Therefore, data compression is a major issue for this approach. In this paper, we present a framework for efficient compression of multi-view video streams for multi-view 3D displays. Our goal is to optimize image quality without increasing the required data bandwidth. We achieve this by taking into account a precise notion of the multi-dimensional display bandwidth. The display bandwidth implies that scene elements that appear at a given distance from the display become increasingly blurry as the distance grows. Our main contribution is to enhance conventional multi-view compression pipelines with an additional pre-filtering step that bandlimits the multi-view signal to the display bandwidth. This imposes a shallow depth of field on the input images, thereby removing high frequency content. We show that this pre-filtering step leads to increased image quality compared to state-of-the-art multi-view coding at equal bitrate. We present results of an extensive user study that corroborate the benefits of our approach. Our work suggests that display pre-filtering will be a fundamental component in signal processing for 3D displays, and that any multi-view compression scheme will benefit from our pre-filtering technique.
Published Version: doi:10.1145/1291233.1291461
Other Sources: http://gvi.seas.harvard.edu/sites/all/files/Zwicker07Display.pdf
Citable link to this page: http://nrs.harvard.edu/urn-3:HUL.InstRepos:4726171

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  • FAS Scholarly Articles [7106]
    Peer reviewed scholarly articles from the Faculty of Arts and Sciences of Harvard University
 
 

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