|
| 1 | +--- |
| 2 | +layout:dataset |
| 3 | +title:"IROS 2017 – Voxblox Dataset" |
| 4 | +year:2017 |
| 5 | +tags:[tsdf, esdf, mapping, reconstruction, planning, mav] |
| 6 | +eth_collection_url:"https://doi.org/10.3929/ethz-b-000721636" |
| 7 | +paper:"Helen Oleynikova, Zachary Taylor, Markus Fehr, Juan Nieto, Roland Siegwart – Voxblox: Incremental 3D Euclidean Signed Distance Fields for On-Board MAV Planning (IROS 2017)" |
| 8 | +doi:"10.3929/ethz-b-000721636" |
| 9 | +--- |
| 10 | + |
| 11 | + |
| 12 | + |
| 13 | + |
| 14 | +This dataset accompanies the**Voxblox** 3D volumetric mapping system, released in conjunction with the IROS 2017 paper*“Voxblox: Incremental 3D Euclidean Signed Distance Fields for On-board MAV Planning.”* |
| 15 | + |
| 16 | +It provides RGB-D and/or depth-only sequences suitable for**TSDF/ESDF reconstruction**,**incremental mapping**, and**robotic planning** evaluation. |
| 17 | + |
| 18 | +Original dataset page: |
| 19 | +https://projects.asl.ethz.ch/datasets/doku.php?id=iros2017 |
| 20 | + |
| 21 | +##Data Access |
| 22 | + |
| 23 | +The dataset is now permanently hosted on the ETH Research Collection: |
| 24 | + |
| 25 | +➡️**Download / Landing Page:** |
| 26 | +**<https://doi.org/10.3929/ethz-b-000721636>** |
| 27 | + |
| 28 | +##Contents |
| 29 | + |
| 30 | +The dataset includes sequences used for evaluating: |
| 31 | + |
| 32 | +- voxel-based TSDF reconstruction |
| 33 | +- incremental ESDF generation |
| 34 | +- planning-aware mapping |
| 35 | +- online MAV/local robot navigation |
| 36 | + |
| 37 | +Typical data provided: |
| 38 | + |
| 39 | +- RGB–D recordings |
| 40 | +- depth images |
| 41 | +- calibrated intrinsic/extrinsic parameters |
| 42 | +- ground-truth or reference reconstructions (in some sequences) |
| 43 | +- example output reconstructions from Voxblox |
| 44 | + |
| 45 | +##Paper |
| 46 | + |
| 47 | +**Voxblox: Incremental 3D Euclidean Signed Distance Fields for On-board MAV Planning** |
| 48 | +Helen Oleynikova, Zachary Taylor, Markus Fehr, Juan Nieto, Roland Siegwart |
| 49 | +*IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS), 2017.* |
| 50 | + |
| 51 | +GitHub:https://github.com/ethz-asl/voxblox |
| 52 | + |
| 53 | +##BibTeX |
| 54 | + |
| 55 | +<pre> |
| 56 | +@inproceedings{oleynikova2017voxblox, |
| 57 | + title = {Voxblox: Incremental {3D} Euclidean Signed Distance Fields for On-Board {MAV} Planning}, |
| 58 | + author = {Oleynikova, Helen and Taylor, Zachary and Fehr, Markus and Nieto, Juan and Siegwart, Roland}, |
| 59 | + booktitle = {2017 IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS)}, |
| 60 | + pages = {1366--1373}, |
| 61 | + year = {2017}, |
| 62 | + organization = {IEEE} |
| 63 | +} |
| 64 | +</pre> |