Hybrid approach to detection of the surgeon´s hand motions during endoscope surgery

Present paper explores possibilities to apply hybrid recognition technique to detect different types of surgeons´s write hand motions during endoscope surgery. Proposed technique uses finite time automata which switches between three different detection techniques; neural networks based detection, statistical based method and Kohonen-map based technique. Such approach allows to avoid errors peculiar to certain technique.