TR2007-073
Display Pre-filtering for Multi-view Video Compression
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- "Display Pre-filtering for Multi-view Video Compression", International Conference on Multimedia (ACM Multimedia), September 2007.BibTeX TR2007-073 PDF
- @inproceedings{Zwicker2007sep,
- author = {Zwicker, M. and Yea, S. and Vetro, A. and Forlines, C. and Matusik, W. and Pfister, H.},
- title = {Display Pre-filtering for Multi-view Video Compression},
- booktitle = {International Conference on Multimedia (ACM Multimedia)},
- year = 2007,
- month = sep,
- isbn = {978-1-59593-702-5},
- url = {https://www.merl.com/publications/TR2007-073}
- }
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- "Display Pre-filtering for Multi-view Video Compression", International Conference on Multimedia (ACM Multimedia), September 2007.
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MERL Contact:
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Research Area:
Digital Video
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 mult-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 band-width 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.
Related News & Events
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NEWS International Conference on Multimedia (ACM Multimedia) 2007: publication by Anthony Vetro, Sehoon Yea, Clifton Forlines and others Date: September 24, 2007
Where: International Conference on Multimedia (ACM Multimedia)
MERL Contact: Anthony Vetro
Research Area: Digital VideoBrief- The paper "Display Pre-filtering for Multi-view Video Compression" by Zwicker, M., Yea, S., Vetro, A., Forlines, C., Matusik, W. and Pfister, H. was presented at the International Conference on Multimedia (ACM Multimedia).