Miriam M. Lopez

Advantages of dynamic analysis in HOG-PCA feature space for video moving object classification

Classification of moving objects for video surveillance applications still remains a challenging problem due to the video inherently changing conditions such as lighting or resolution. This paper proposes a new approach for vehicle/pedestrian object classification based on the learning of a static k…