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Large Scale Camera Array Calibration via SfM

Large Scale Camera Array Calibration via SfM

Students: Long Vân Tran Ha, Hewei Wang, Jinjiang You | Advisors: Ioannis Gkioulekas (CMU), Shubham Garg (Meta Reality Labs), Wei Pu (Meta Reality Labs)

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Resources

Fall’24

Presentation Slides

Poster

Video Presentation

Spring’24

Literature Survey Presentation Slides

Poster

Video Presentation

References

Multiface dataset: Wuu, Cheng-hsin, et al. “Multiface: A dataset for neural face rendering.” arXiv preprint arXiv:2207.11243 (2022).

COLMAP: Schönberger, J. L., & Frahm, J.-M., 2016. “Structure-from-Motion Revisited.” In Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition (CVPR), pp. 4104-4113

SuperPoint feature extractor: DeTone, D. et al., 2018. “Superpoint: Self-supervised interest point detection and description.” In Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition Workshops (CVPR Workshops)..

SuperGlue feature matching: Sarlin, P. et al., 2020. “Superglue: Learning feature matching with graph neural networks.” In Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR).

PixSfM: Lindenberger, P., Sarlin, P., Larsson, V., & Pollefeys, M., 2021. “Pixel-Perfect Structure-from-Motion with Featuremetric Refinement.” In Proceedings of the IEEE International Conference on Computer Vision (ICCV), pp. 5967-5977.

VGGSfM: Wang, Jianyuan, et al. “Visual Geometry Grounded Deep Structure From Motion.” arXiv preprint arXiv:2312.04563(2023).

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