Abstract
The purpose of this document is to present our doctoral thesis proposal for detecting and identifying human actions in video sequences based on the combination of computer vision, image processing and machine learning techniques. The problem of human action recognition can be applied to a large variety of tasks, such as surveillance systems, intelligent homes, health monitoring, and human…