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Gustavo Fernandez Dominguez

2 accepted papers

2018

WildDash - Creating Hazard-Aware Benchmarks

ECCV 2018poster

Test datasets should contain many different challenging aspects so that the robustness and real-world applicability of algorithms can be assessed. In this work, we present a new test dataset for semantic and instance segmentation for the automotive domain. We have conducted a thorough risk analysis…

Cited by 217SourcePDFScholar
2017

Analyzing Computer Vision Data - The Good, the Bad and the Ugly

CVPR 2017poster

In recent years, a great number of datasets were published to train and evaluate computer vision (CV) algorithms. These valuable contributions helped to push CV solutions to a level where they can be used for safety-relevant applications, such as autonomous driving. However, major questions concerni…

Cited by 36PDFScholar