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modules/ptcloud/README.md

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Point Cloud Module, Object Fitting API
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=======================================
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7-
Try to segement geometric prmitives like planes, spheres and cylinders from a 3d point cloud
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Try to segment geometric primitives like planes, spheres and cylinders from a 3d point cloud
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2 alternative ransac strategies are implemented here:
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- plain ransac loop:
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+ generate random minimal hypothesis
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+ find inliers for the model,
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- bail out if at 1/4 of the data it does not have more than 1/8 inliers of the current best model
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- if sprt is used, bail out if the probability of finding inliers goes low
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+ if this model is the current best one
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- best model = current
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- update stopping criterion (optional SPRT)

modules/ptcloud/doc/ptcloud.bib

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@article{FB81
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title={Random sample consensus: A paradigm for model fitting with applications to image analysis and automated cartography},
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author={Fischler, M. A. and Bolles, R.},
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journal={Communications of the ACM},
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year={1981},
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volume={24},
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number={2},
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pages={381-395}
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}
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@inproceedings{NI03
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title={Preemptive RANSAC for live structure and motion estimation},
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author={Nister, D.},
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booktitle={International Conference on Computer Vision (ICCV)},
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year={2003}
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}
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@article{RA13
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title={USAC: A Universal Framework for Random Sample Consensus},
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author={Raguram, Rahul and Chum,Ondrej and Pollefeys, Marc and Matas,Jiri and Frahm, Jan-Michael},
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journal={IEEE Transactions on Software Engineering},
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year={2013},
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organization={IEEE}
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}

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