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Ground Truth and Benchmarking for Evaluation of Sensory Processing Algorithms

Task Analysis for Driving
Calibrated Data
Performance Metrics
Human Robot Interaction
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Goals

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Provide ground truth and benchmarks for quantitative comparisons of different sensory processing algorithms
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Direct future developments of sensory processing algorithms
 

Approach

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Use synthetic and high-resolution real data as ground truth for evaluation of sensory processing algorithms
 

Synthetic Data

Synthetic Data

 

Assisted and semi-automated labeling of features in image sequences for establishing ground truth

Ground Truth

 

Ground truth - high resolution terrain and feature maps used to compare sensed terrain and features

Ground Truth

 

 


Date Created: 1/28/2003
Last Updated: 3/24/2003