Data · dataset · 2020
Post-Disaster Building Damage Detection from Earth Observation Imagery
Listed in DANS Data Station Physical and Technical Sciences
The dataset consist of satellite and UAV imagery.
Description
The satellite imagery was derived from the xBD dataset (published by XView2 under the CC BY-NC-SA 4.0 license). The original images of size 1024x1024 were resized into different datasets of image sizes 32x32, 64x64 and 256x256.
The UAV images were derived from a variety of UAV images, collected during various UAV-missions carried out in the last decade by ITC (University of Twente). The original images of varying sizes were resized into different datasets of image sizes 64x64, 256x256 and 512x512. A full description of the folder structure and content can be found in the README.
Read the rest (1 more)
Post-Disaster Building Damage Detection from Earth Observation Imagery using Unsupervised and Transferable Anomaly Detecting Generative Adversarial Networks Date Submitted: 2021-05-10
Links
Where it is published
- Dataverse dataset page phys-techsciences.datastations.nl/dataset.xhtml?persistentId=doi%3A10.17026%2FDANS-ZSU-Z2NC ↗
landing page · from phys techsciences datastations nl
- DOI doi.org/10.17026/dans-zsu-z2nc ↗
DOI / persistent id · from phys techsciences datastations nl
Catalogue records · 1
- Dataverse API phys-techsciences.datastations.nl/api/datasets/:persistentId/?persistentId=doi%3A10.17026%2FDANS… ↗
metadata API · from phys techsciences datastations nl
Topics
- Stated by source
- Computer and Information Science
- Inferred from text
- Image 75% · Satellite remote sensing 65%
Provenance · 1 source records, 9 field assertions
| Source | Key | Last seen | Raw |
|---|---|---|---|
| DANS Data Station Physical and Technical Sciences | doi:10.17026/DANS-ZSU-Z2NC | 11 d ago | JSON v1 |
| Field | Assertion | Extractor | Evidence |
|---|---|---|---|
| concepts[field].dataverse_subject:computer-and-information-science | source · phys techsciences datastations nl | connector:phys_techsciences_datastations_nl@1.0.0 | /subjects |
| concepts[modality].local:modality:image | enrichment · phys techsciences datastations nl | keyword-concept-rules@1.0.0 | title+description (75%) |
| concepts[modality].local:modality:remote-sensing | enrichment · phys techsciences datastations nl | keyword-concept-rules@1.0.0 | title+description (65%) |
| created_date | source · phys techsciences datastations nl | connector:phys_techsciences_datastations_nl@1.0.0 | |
| description | source · phys techsciences datastations nl | connector:phys_techsciences_datastations_nl@1.0.0 | /description |
| publication_date | source · phys techsciences datastations nl | connector:phys_techsciences_datastations_nl@1.0.0 | |
| title | source · phys techsciences datastations nl | connector:phys_techsciences_datastations_nl@1.0.0 | /name |
| updated_date | source · phys techsciences datastations nl | connector:phys_techsciences_datastations_nl@1.0.0 | |
| version_label | source · phys techsciences datastations nl | connector:phys_techsciences_datastations_nl@1.0.0 |