View synthesis
In computer graphics, view synthesis, or novel view synthesis, is a task which consists of generating images of a specific subject or scene from a specific point of view, when the only available information is pictures taken from different points of view.[1]
This task was only recently (late 2010s – early 2020s) tackled with significant success, mostly as a result of advances in machine learning. Notable successful methods are Neural Radiance Fields[2] and 3D Gaussian Splatting[3].
Applications of view synthesis are numerous, one of them being Free viewpoint television.
See also
References
- ^ "Velasco, Jose Maria", Benezit Dictionary of Artists, Oxford University Press, 2011-10-31, doi:10.1093/benz/9780199773787.article.b00189225, retrieved 2024-03-31
- ^ "Neural radiance field", Wikipedia, 2025-01-16, retrieved 2025-02-18
- ^ "Gaussian splatting", Wikipedia, 2025-01-19, retrieved 2025-02-18
External links
- Shuai Li; Ce Zhu; Ming-Ting Sun (2018). "Hole Filling with Multiple Reference Views in DIBR View Synthesis". IEEE Transactions on Multimedia. 20 (8): 1948–1959. arXiv:1802.03079. Bibcode:2018arXiv180203079L. doi:10.1109/TMM.2018.2791810. S2CID 33449031.
- Ce Zhu; Shuai Li (2016). "Depth Image Based View Synthesis: New Insights and Perspectives on Hole Generation and Filling". IEEE Transactions on Broadcasting. 62 (1): 82–93. doi:10.1109/TBC.2015.2475697. S2CID 19100077.
- Mansi Sharma; Santanu Chaudhury; Brejesh Lall (2014). Kinect-Variety Fusion: A Novel Hybrid Approach for Artifacts-Free 3DTV Content Generation. In 22nd International Conference on Pattern Recognition (ICPR), Stockholm, 2014. doi:10.1109/ICPR.2014.395.
- Webcam lets users eyeball others BBC
- https://web.archive.org/web/20060905013927/http://www.cs.wisc.edu/computer-vision/projects/interp/interp.html
- http://homepages.inf.ed.ac.uk/rbf/CVonline/LOCAL_COPIES/FUSIELLO4/tutorial.html#x1-10001
- https://web.archive.org/web/20061126225514/http://www-sop.inria.fr/robotvis/personnel/fabad/PhD/index.html
- http://www.cs.huji.ac.il/labs/vision/demos/synthesis/synthesis.html
- http://www.hpl.hp.com/research/mmsl/projects/graphics/chromaglyph/index.html
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