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article · ACM Transactions on Graphics · 2016

Fusion4D

Mingsong Dou, Sameh Khamis, Yury Degtyarev, Philip Davidson, Sean Fanello, Adarsh Kowdle, Sergio Orts Escolano, Christoph Rhemann, David Kim, Jonathan M. Taylor, Pushmeet Kohli, Vladimir Tankovich, Shahram Izadi

Cited by 496Abstract and details only

Abstract

We contribute a new pipeline for live multi-view performance capture, generating temporally coherent high-quality reconstructions in real-time. Our algorithm supports both incremental reconstruction, improving the surface estimation over time, as well as parameterizing the nonrigid scene motion. Our approach is highly robust to both large frame-to-frame motion and topology changes, allowing us to reconstruct extremely challenging scenes. We demonstrate advantages over related real-time techniques that either deform an online generated template or continually fuse depth data nonrigidly into a single reference model. Finally, we show geometric reconstruction results on par with offline methods which require orders of magnitude more processing time and many more RGBD cameras.

Cite this paper

APA 7

Dou, M., Khamis, S., Degtyarev, Y., Davidson, P., Fanello, S., Kowdle, A., Escolano, S. O., Rhemann, C., Kim, D., Taylor, J. M., Kohli, P., Tankovich, V., & Izadi, S. (2016). Fusion4D. ACM Transactions on Graphics, 35(4), 1–13. https://doi.org/10.1145/2897824.2925969

MLA 9

Dou, Mingsong, et al. “Fusion4D.” ACM Transactions on Graphics, vol. 35, no. 4, 2016, pp. 1–13, https://doi.org/10.1145/2897824.2925969.

Chicago

Dou, Mingsong, Sameh Khamis, Yury Degtyarev, Philip Davidson, Sean Fanello, Adarsh Kowdle, Sergio Orts Escolano, et al. 2016. “Fusion4D.” ACM Transactions on Graphics 35 (4): 1–13. https://doi.org/10.1145/2897824.2925969.

Harvard

Dou, M. et al. (2016) ‘Fusion4D’, ACM Transactions on Graphics, 35(4), pp. 1–13. Available at: https://doi.org/10.1145/2897824.2925969.

BibTeX
@article{dou2016fusion4d,
  title = {{Fusion4D}},
  author = {Dou, Mingsong and Khamis, Sameh and Degtyarev, Yury and Davidson, Philip and Fanello, Sean and Kowdle, Adarsh and Escolano, Sergio Orts and Rhemann, Christoph and Kim, David and Taylor, Jonathan M. and Kohli, Pushmeet and Tankovich, Vladimir and Izadi, Shahram},
  journal = {ACM Transactions on Graphics},
  volume = {35},
  number = {4},
  pages = {1--13},
  year = {2016},
  doi = {10.1145/2897824.2925969}
}

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