Low resolution pedestrian detection using light robust features and hierarchical system
The proposed PPMPF is utilized to initially filter out most of the non-pedestrian regions. Independent orientation and magnitude features are adopted as descriptors for pedestrians. A superior performance can be achieved compared to the former HOG and the edgelet.
pedestrian detection computer vision pattern recognition intelligent vehicle highway systems adaboost