asap

ASAP driver for DAVIS346 event camera

https://github.com/raultapia/asap

Science Score: 31.0%

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
  • .zenodo.json file
  • DOI references
    Found 2 DOI reference(s) in README
  • Academic publication links
  • Academic email domains
  • Institutional organization owner
  • JOSS paper metadata
  • Scientific vocabulary similarity
    Low similarity (12.2%) to scientific vocabulary

Keywords

event-vision evis
Last synced: 10 months ago · JSON representation ·

Repository

ASAP driver for DAVIS346 event camera

Basic Info
  • Host: GitHub
  • Owner: raultapia
  • License: gpl-3.0
  • Language: C++
  • Default Branch: main
  • Homepage:
  • Size: 67.4 KB
Statistics
  • Stars: 3
  • Watchers: 1
  • Forks: 0
  • Open Issues: 0
  • Releases: 0
Topics
event-vision evis
Created over 2 years ago · Last pushed about 2 years ago
Metadata Files
Readme License Citation

README.md

logo

ASAP is a novel event handling framework that dynamically adapts the transmission of events to the processing algorithm, keeping the system responsiveness and preventing overflows. ASAP is composed of two adaptive mechanisms. The first one prevents event processing overflows by discarding an adaptive percentage of the incoming events. The second mechanism dynamically adapts the size of the event packages to reduce the delay between event generation and processing.

⚙️ Installation

Some dependencies are required:

Then, ASAP can be installed.

For ROS1: bash mkdir -p ~/catkin_ws/src cd ~/catkin_ws/src git clone https://github.com/raultapia/asap catkin build asap

For ROS2: bash mkdir -p ~/ros2_ws/src cd ~/ros2_ws/src git clone https://github.com/raultapia/asap colcon build --packages-up-to asap

🖥️ Usage

bash roslaunch asap asap.launch or bash ros2 launch asap asap.launch.py

📜 Citation

If you use this work in an academic context, please cite the following publications:

R. Tapia, J.R. Martínez-de Dios, A. Gómez Eguíluz, A. Ollero ASAP: Adaptive Transmission Scheme for Online Processing of Event-Based Algorithms, Autonomous Robots, 2022.

bibtex @article{tapia2022asap, author={Tapia, R. and Martínez-de Dios, J.R. and Gómez Eguíluz, A. and Ollero, A.}, journal={Autonomous Robots}, title={{ASAP}: Adaptive Transmission Scheme for Online Processing of Event-Based Algorithms}, year={2022}, volume={46}, pages={879–892}, doi={10.1007/s10514-022-10051-y} }

R. Tapia, A. Gómez Eguíluz, J.R. Martínez-de Dios, A. Ollero ASAP: Adaptive Scheme for Asynchronous Processing of Event-Based Vision Algorithms, IEEE International Conference on Robotics and Automation. Workshop on Unconventional Sensors in Robotics, 2020.

bibtex @inproceedings{tapia2020asap, author={Tapia, R. and Gómez Eguíluz, A. and Martínez-de Dios, J.R. and Ollero, A.}, booktitle={2020 IEEE International Conference on Robotics and Automation (ICRA) Workshop on Unconventional Sensors in Robotics}, title={{ASAP}: Adaptive Scheme for Asynchronous Processing of Event-Based Vision Algorithms}, year={2020}, doi={10.5281/zenodo.3855412} }

📝 License

Distributed under the GPLv3 License. See LICENSE for more information.

📬 Contact

Raul Tapia - raultapia@us.es

Owner

  • Name: Raul Tapia
  • Login: raultapia
  • Kind: user

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Citation (CITATION)

cff-version: 1.2.0
message: "If you use this work in an academic context, please cite the following publication"
preferred-citation:
  type: article
  authors:
  - family-names: "Tapia"
    given-names: "Raul"
    orcid: "https://orcid.org/0000-0002-4435-5466"
  - family-names: "Martínez-de Dios"
    given-names: "José Ramiro"
    orcid: "https://orcid.org/0000-0001-9431-7831"
  - family-names: "Gómez Eguíluz"
    given-names: "Augusto"
    orcid: "https://orcid.org/0000-0002-2285-2605"
  - family-names: "Ollero"
    given-names: "Anibal"
    orcid: "https://orcid.org/0000-0003-2155-2472"
  title: "ASAP: Adaptive Transmission Scheme for Online Processing of Event-Based Algorithms"
  year: 2022
  volume: 46
  start: 879
  end: 892
  doi: 10.1007/s10514-022-10051-y

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Dependencies

.github/workflows/build.yaml actions
  • actions/checkout v3 composite
  • ros-tooling/action-ros-ci v0.3 composite
  • ros-tooling/setup-ros v0.7 composite