Diseño de un modelo para la identificación del movimiento de objetos en un video mediante el uso de redes neuronales /

Abstract

The importance for the acquisition, transmission and analysis of images has increased thanks to the high requirements of being able to monitor different areas such as work areas, housing, public spaces, etc., allowing to detect the various events that occur in this one. In this context the use of Artificial Neural Networks has been included, due to their ability to generalize and recognize new patterns from training. Existing for many years ago, the Neural Networks simulate the behavior of the human brain in its learning and functioning to improve the processes where they are applied, obtaining better results than applying other existing methods used for this type of projects related to the movement in video . Pattern Recognition extracts the data or patterns necessary for the Neural Network to work.