Abstract. During machining process the temperature knowledge in the contact area between the workpiece and the tool is considered one of the most important factors in the monitoring of machining conditions of high performance. It can establish a relationship between temperature and the waste of the cutting tool during machining process by extracting characteristics of infrared images. This work proposes the monitoring of the temperature using an artificial vision system composed by an infrared camera, a frame grabber and a microcomputer.