ResearchDirect - Event-Based Space Situational Awareness (EBSSA) Dataset

Event-Based Space Situational Awareness (EBSSA) Dataset

Description

The EBSSA dataset is a collection of event-based recordings of resident space objects, planets and stars.
The dataset is provided in two formats:

1.) One ".mat" file per recording.
2.) One ".h5" file for all the recordings combined.

The labelled section of the dataset contains 84 recordings.
The unlabelled section of the dataset contains 153 recordings in folders marked "Unlabelled".

Please refer to the 'Readme.txt' files in "./Labelled Data/" and "./Labelled Data/HDF5_Format/" folders for instructions on how to read the MAT files and the HDF5 file.

- Start

Data publication title Event-Based Space Situational Awareness (EBSSA) Dataset

Description

The EBSSA dataset is a collection of event-based recordings of resident space objects, planets and stars.
The dataset is provided in two formats:

1.) One ".mat" file per recording.
2.) One ".h5" file for all the recordings combined.

The labelled section of the dataset contains 84 recordings.
The unlabelled section of the dataset contains 153 recordings in folders marked "Unlabelled".

Please refer to the 'Readme.txt' files in "./Labelled Data/" and "./Labelled Data/HDF5_Format/" folders for instructions on how to read the MAT files and the HDF5 file.

Data type dataset

Keywords

Computer vision
Pattern recognition
Event-based tracking
The MARCS Institute
International Centre for Neuromorphic Systems

Funding source

Grant number(s)

FoR codes

SEO codes

- Coverage

Temporal (time) coverage

Start date

End date

Time period

Spatial (location,mapping) coverage

Locations

- Data

Data Locations

Type	Location	Notes
Attachment	EBSSA_Readme.txt
Attachment	EBSSA_Expert_Label_Data.mp4

The Data Manager is: Saeed Afshar

Access conditions Open

- Supplements

Related publications

Name Event-based Object Detection and Tracking for Space Situational Awareness

URL https://arxiv.org/abs/1911.08730v1

Notes arXiv preprint

Related website

Name Download the data from Western Sydney University

URL https://rds.westernsydney.edu.au/Institutes/MARCS/ICNS/Afshar_EBSSA

Notes

Name Western Sydney University, International Centre for Neuromorphic Systems

URL https://www.westernsydney.edu.au/icns/reproducible_research/publication_support_materials/space_imaging

Notes

Name The MARCS Institute

URL https://hdl.handle.net/1959.7/511991

Notes

Related metadata (including standards, codebooks, vocabularies, thesauri, ontologies)

Related data

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URL

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Related services

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URL

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- License

The data will be licensed under

Other license

Statement of rights in data Copyright Western Sydney University

- Citation

Citation Afshar, Saeed; Nicholson, Andrew; van Schaik, Andre; Cohen, Gregory (2020): Event-Based Space Situational Awareness (EBSSA) Dataset. Western Sydney University.