Data · dataset · 2024
Dataset related to paper "Fiber Sensing in the 6G Era: Vision Transformers for ϕ-OTDR-based Road-traffic Monitoring"
Listed in REDU - Unicamp Institutional Research Data Repository
Dataset of images generated from phase-sensitive optical time-domain reflectometry and validated with YOLOv8.
Description
The dataset contains seismic evolution along time and distance and the data are labeled according to car quantity and avera speed. The dataset can be used for further research on image processing and deep learning applied for distributed fiber optic sensing systems.
Links
Where it is published
- Dataverse dataset page redu.unicamp.br/dataset.xhtml?persistentId=doi%3A10.25824%2Fredu%2FVLHHAW ↗
landing page · from redu unicamp br
- DOI doi.org/10.25824/redu/vlhhaw ↗
DOI / persistent id · from redu unicamp br
Catalogue records · 1
- Dataverse API redu.unicamp.br/api/datasets/:persistentId/?persistentId=doi%3A10.25824%2Fredu… ↗
metadata API · from redu unicamp br
Topics
- Stated by source
- Engineering
- From keywords
- Computer Science & AI · Deep learning · Engineering · Image processing
- Inferred from text
- Image 75%
Provenance · 1 source records, 12 field assertions
| Source | Key | Last seen | Raw |
|---|---|---|---|
| REDU - Unicamp Institutional Research Data Repository | doi:10.25824/redu/VLHHAW | 12 d ago | JSON v1 |
| Field | Assertion | Extractor | Evidence |
|---|---|---|---|
| concepts[field].anzsrc:field:460306 | mapping · redu unicamp br | vocabulary-mapper@1.0.0 | keywords['Image processing'] |
| concepts[field].anzsrc:field:461103 | mapping · redu unicamp br | vocabulary-mapper@1.0.0 | keywords['Deep learning'] |
| concepts[field].dataverse_subject:engineering | source · redu unicamp br | connector:redu_unicamp_br@1.0.0 | /subjects |
| concepts[field].local:field:computer-science-ai | mapping · redu unicamp br | connector:redu_unicamp_br@1.0.0 | /subjects |
| concepts[field].local:field:engineering | mapping · redu unicamp br | connector:redu_unicamp_br@1.0.0 | /subjects |
| concepts[modality].local:modality:image | enrichment · redu unicamp br | keyword-concept-rules@1.0.0 | title+description (75%) |
| created_date | source · redu unicamp br | connector:redu_unicamp_br@1.0.0 | |
| description | source · redu unicamp br | connector:redu_unicamp_br@1.0.0 | /description |
| publication_date | source · redu unicamp br | connector:redu_unicamp_br@1.0.0 | |
| title | source · redu unicamp br | connector:redu_unicamp_br@1.0.0 | /name |
| updated_date | source · redu unicamp br | connector:redu_unicamp_br@1.0.0 | |
| version_label | source · redu unicamp br | connector:redu_unicamp_br@1.0.0 |