@article{(Open Science Index):https://publications.waset.org/pdf/1413, title = {Support Vector Machines For Understanding Lane Color and Sidewalks}, author = {Hoon Lee and Soonyoung Park and Kyoungho Choi}, country = {}, institution = {}, abstract = {Understanding road features such as lanes, the color of lanes, and sidewalks in a live video captured from a moving vehicle is essential to build video-based navigation systems. In this paper, we present a novel idea to understand the road features using support vector machines. Various feature vectors including color components of road markings and the difference between two regions, i.e., chosen AOIs, and so on are fed into SVM, deciding colors of lanes and sidewalks robustly. Experimental results are provided to show the robustness of the proposed idea.}, journal = {International Journal of Computer and Information Engineering}, volume = {3}, number = {2}, year = {2009}, pages = {492 - 495}, ee = {https://publications.waset.org/pdf/1413}, url = {https://publications.waset.org/vol/26}, bibsource = {https://publications.waset.org/}, issn = {eISSN: 1307-6892}, publisher = {World Academy of Science, Engineering and Technology}, index = {Open Science Index 26, 2009}, }