hypersensors

Implementations of common sensing modalities for computer vision.

https://github.com/vis4rob-lab/hypersensors

Science Score: 75.0%

This score indicates how likely this project is to be science-related based on various indicators:

  • CITATION.cff file
    Found CITATION.cff file
  • codemeta.json file
    Found codemeta.json file
  • .zenodo.json file
    Found .zenodo.json file
  • DOI references
    Found 1 DOI reference(s) in README
  • Academic publication links
    Links to: ieee.org
  • Academic email domains
  • Institutional organization owner
    Organization vis4rob-lab has institutional domain (www.v4rl.ethz.ch)
  • JOSS paper metadata
  • Scientific vocabulary similarity
    Low similarity (13.2%) to scientific vocabulary

Keywords

camera computer-vision imu sensors slam
Last synced: 6 months ago · JSON representation ·

Repository

Implementations of common sensing modalities for computer vision.

Basic Info
  • Host: GitHub
  • Owner: VIS4ROB-lab
  • License: bsd-3-clause
  • Language: C++
  • Default Branch: main
  • Homepage:
  • Size: 116 KB
Statistics
  • Stars: 21
  • Watchers: 3
  • Forks: 3
  • Open Issues: 0
  • Releases: 0
Topics
camera computer-vision imu sensors slam
Created over 3 years ago · Last pushed over 1 year ago
Metadata Files
Readme License Code of conduct Citation

README.md

HyperSensors

Implementations of common sensing modalities for computer vision.
Report Issues or Request Features


About

HyperSensors are part of the HyperSLAM framework and implement, based on the HyperVariables repository, the physical sensor models (i.e. absolute sensor, pinhole camera and inertial measurement unit models) employed in HyperSLAM. If you use this repository, please cite it as below.

@article{RAL2022Hug, author={Hug, David and B\"anninger, Philipp and Alzugaray, Ignacio and Chli, Margarita}, journal={IEEE Robotics and Automation Letters}, title={Continuous-Time Stereo-Inertial Odometry}, year={2022}, volume={7}, number={3}, pages={6455-6462}, doi={10.1109/LRA.2022.3173705} } Note: Development on HyperSLAM-related repositories has been discontinued.

Installation

HyperSensors depends on the HyperVariables and HyperState libraries and uses features from the C++20 standard (see link to update gcc and g++ alternatives). All dependencies aside from the ones contained in the setup.sh script are automatically fetched during compilation. The compilation process itself (without additional compile flags) is as follows:

```

Clone repository.

git clone https://github.com/VIS4ROB-lab/HyperSensors.git && cd HyperSensors/

Run setup.

chmod +x setup.sh sudo setup.sh

Build repository.

mkdir build && cd build cmake .. make ```

Literature

  1. Continuous-Time Stereo-Inertial Odometry, Hug et al. (2022)
  2. HyperSLAM: A Generic and Modular Approach to Sensor Fusion and Simultaneous
    Localization And Mapping in Continuous-Time, Hug and Chli (2020)
  3. Extending kalibr: Calibrating the Extrinsics of Multiple
    IMUs and of Individual Axes, Rehder et al. (2016)

Updates

25.07.22 Initial release of HyperSensors.

Contact

Admin - David Hug, Leonhardstrasse 21, 8092 Zürich, ETH Zürich, Switzerland
Maintainer - Philipp Bänninger, Leonhardstrasse 21, 8092 Zürich, ETH Zürich, Switzerland
Maintainer - Ignacio Alzugaray, Leonhardstrasse 21, 8092 Zürich, ETH Zürich, Switzerland

License

HyperSensors are distributed under the BSD-3-Clause License.

Owner

  • Name: ETHZ V4RL
  • Login: VIS4ROB-lab
  • Kind: organization

Vision for Robotics Lab, ETH Zurich

Citation (CITATION.cff)

cff-version: 1.2.0
message: "If you use this repository, please cite it as below."
authors:
- family-names: "Hug"
  given-names: "David"
  orcid: "https://orcid.org/0000-0002-4430-3877"
- family-names: "Bänninger"
  given-names: "Philipp"
  orcid: "https://orcid.org/0000-0002-2295-1689"
- family-names: "Alzugaray"
  given-names: "Ignacio"
  orcid: "https://orcid.org/0000-0002-7121-0000"
- family-names: "Chli"
  given-names: "Margarita"
  orcid: "https://orcid.org/0000-0001-5611-7492"
title: "HyperSLAM"
url: "https://github.com/VIS4ROB-lab/HyperSLAM"
preferred-citation:
  type: article
  authors:
  - family-names: "Hug"
    given-names: "David"
    orcid: "https://orcid.org/0000-0002-4430-3877"
  - family-names: "Bänninger"
    given-names: "Philipp"
    orcid: "https://orcid.org/0000-0002-2295-1689"
  - family-names: "Alzugaray"
    given-names: "Ignacio"
    orcid: "https://orcid.org/0000-0002-7121-0000"
  - family-names: "Chli"
    given-names: "Margarita"
    orcid: "https://orcid.org/0000-0001-5611-7492"
  doi: "10.1109/LRA.2022.3173705"
  journal: "IEEE Robotics and Automation Letters"
  month: 7
  start: 6455 # First page number
  end: 6462 # Last page number
  title: "Continuous-Time Stereo-Inertial Odometry"
  issue: 3
  volume: 7
  year: 2022

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