The prevention of such accidents is a
major focus of effort in the field of active safety research.
Two main categories are image-based passive methods and classification using adaptive boosting. Image-based passive
methods can be broadly classified in three categories:
Template-based methods, appearance-based methods and
feature-based methods [2].