Data · dataset · 2026
virDepth
Listed in Teesside University Research Data Repository
virDepth is a large-scale simulation-based dataset developed for object-centric monocular depth estimation in autonomous driving scenarios.
Description
It is designed to support the training and evaluation of target center depth prediction for urban road users, with a particular focus on vehicles and pedestrians under long-range perception conditions. The dataset is generated through a reproducible simulation pipeline and provides synchronized RGB images, depth-related annotations, and object-level labels required for object-centric metric depth estimation.
Unlike conventional dense-depth datasets that primarily emphasize pixel-wise scene reconstruction, virDepth is constructed to facilitate controlled analysis of object-level distance perception, especially for small and distant targets in complex urban environments. virDepth supports research on target center depth estimation, object-centric perception, and long-range monocular depth analysis for autonomous driving. It is intended for academic research and algorithm evaluation.
Links
Where it is published
- DOI doi.org/10.17632/ptpm3bbv3j.1 ↗
DOI / persistent id · from researchdata tees ac uk
Catalogue records · 1
- OAI-PMH record data.mendeley.com/oai?verb=GetRecord&metadataPrefix=oai_dc&identifier=oai%3Adata… ↗
metadata API · from researchdata tees ac uk
Topics
- From keywords
- Computer Science & AI · Earth & Environmental Science · Engineering
- Inferred from text
- Image 65% · Simulation 75%
Provenance · 1 source records, 10 field assertions
| Source | Key | Last seen | Raw |
|---|---|---|---|
| Teesside University Research Data Repository | oai:data.mendeley.com/ptpm3bbv3j.1 | 20 h ago | JSON v1 |
| Field | Assertion | Extractor | Evidence |
|---|---|---|---|
| access_level | source · researchdata tees ac uk | connector:researchdata_tees_ac_uk@1.0.0 | |
| concepts[field].local:field:computer-science-ai | mapping · researchdata tees ac uk | connector:researchdata_tees_ac_uk@1.0.0 | |
| concepts[field].local:field:earth-environmental | mapping · researchdata tees ac uk | connector:researchdata_tees_ac_uk@1.0.0 | |
| concepts[field].local:field:engineering | mapping · researchdata tees ac uk | connector:researchdata_tees_ac_uk@1.0.0 | |
| concepts[method].local:method:simulation | enrichment · researchdata tees ac uk | keyword-concept-rules@1.0.0 | title+description (75%) |
| concepts[modality].local:modality:image | enrichment · researchdata tees ac uk | keyword-concept-rules@1.0.0 | title+description (65%) |
| description | source · researchdata tees ac uk | connector:researchdata_tees_ac_uk@1.0.0 | /metadata/dc/description |
| license | source · researchdata tees ac uk | connector:researchdata_tees_ac_uk@1.0.0 | /metadata/dc/rights |
| publication_date | source · researchdata tees ac uk | connector:researchdata_tees_ac_uk@1.0.0 | |
| title | source · researchdata tees ac uk | connector:researchdata_tees_ac_uk@1.0.0 | /metadata/dc/title |