/tags/traffic-sign-classification/ Recent content in Traffic Sign Classification on ViCoS Lab Hugo en-us /publications/mandeljc2015traffic/ Mon, 01 Jan 0001 00:00:00 +0000 /publications/mandeljc2015traffic/ <p>This paper presents a comprehensive benchmark of several feature types and colorspace representations on the task of traffic sign classification. We focus on linear Support Vector Machine classifiers, and test several multi-class formulations, as well as a formulation that allows on-line training and updates. Experiments on two standard traffic sign classification datasets show that despite their relative simplicity, these classifiers offer competitive performance, and ultimately allow design of a flexible classification system in the context of application for automatic maintenance of traffic signalization inventory.</p>