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Karl Rosaen

2 accepted papers

2019

PedX: Benchmark Dataset for Metric 3-D Pose Estimation of Pedestrians in Complex Urban Intersections

RA-L 2019

This letter presents a novel dataset titled PedX, a large-scale multimodal collection of pedestrians at complex urban intersections. PedX consists of more than 5 000 pairs of high-resolution (12MP) stereo images and LiDAR data along with providing two-dimensional (2-D) image labels and 3-D labels of

Cited by 73SourceScholar
2017

Driving in the Matrix: Can virtual worlds replace human-generated annotations for real world tasks?

ICRA 2017poster

Deep learning has rapidly transformed the state of the art algorithms used to address a variety of problems in computer vision and robotics. These breakthroughs have relied upon massive amounts of human annotated training data. This time consuming process has begun impeding the progress of these dee…

Cited by 844SourcecodeScholar