Title :
Robust nighttime turn sig nal direction recognition
Author :
Duan-Yu Chen ; Yag-Jie Peng ; Jun-Wei Hsieh ; Chien-Peng Ho
Author_Institution :
Dept. of Electr. Eng., Yuan Ze Univ., Chungli, Taiwan
Abstract :
In this work, to recognize the direction of turn signals, reflectance is decomposed from the original image. Instead of using heuristic features such as the symmetry, position and size of the rear-view vehicle, we focus on finding the invariant features to model turn signal scattering by scatter properties and then turn signals detection can be performed in a part-based manner. Experiment results with the detection rate above 80% show the effectiveness of the proposed turn signal detector under different lighting and traffic conditions.
Keywords :
decomposition; scattering; signal detection; decomposition; invariant feature; lighting condition; nighttime turn signal direction recognition; signal scattering; signals detection; traffic condition; vehicle; Feature extraction; Image color analysis; Lighting; Reflectivity; Scattering; Vehicle detection; Vehicles;
Conference_Titel :
Consumer Electronics - Taiwan (ICCE-TW), 2014 IEEE International Conference on
Conference_Location :
Taipei
DOI :
10.1109/ICCE-TW.2014.6904059