The SVM model delivered optimum performance with the radial basis kernel, C=10, and gamma=. In the proposed method, same priority was given to processing time (testing time) and accuracy, as traffic sign identification is time critical. The final accuracy obtained was 87% (with confidence interval 84%-90%) with a processing time of (with confidence interval of ) for correct detection at testing, which emphasizes the effectiveness of the proposed method. |