A controlled challenge dataset for traffic sign detection shows strong performance drops under severe synthetic weather and sensor faults, and mean magnitude spectra of the altered videos track detector failures.
Road sign detection in images: A case study,
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Traffic Sign Detection under Challenging Conditions: A Deeper Look Into Performance Variations and Spectral Characteristics
A controlled challenge dataset for traffic sign detection shows strong performance drops under severe synthetic weather and sensor faults, and mean magnitude spectra of the altered videos track detector failures.