Ensemble of classifiers for pedestrian recognition

Pedestrian recognition is one of the most important aspects of intelligent vehicle systems of the future. The challenge of this task lies in the difficulty of defining the pedestrian in terms of image processing. The article describes a data mining based decision system that solves a subtask of this complex problem: our solution is able to predict whether there is a pedestrian in the image from DaimlerChrysler Automative Dataset or not.