The Decision of Fatigue State Based On Characteristics' Fuzzy Fusion
Guozhen Cao, Han Peng
Available Online September 2016.
- https://doi.org/10.2991/iccia-16.2016.61How to use a DOI?
- Fuzzy controller; Eye feature parameters; Mouth characteristic parameters.
- The fatigue recognition process based on visual, using a single feature to fatigue driving, often by the universal applicability, the influence of factors such as noise, leading to the recognition rate is reduced. Characteristic parameters in order to solve the eye or mouth feature parameters of the individual character recognition rate is low and even envoy environment cannot be any other questions, this paper proposes a decision method based on feature fusion, using a variety of characteristics between the complementary advantages, can reduce the effects of difference between noise and class in the class, so as to improve the performance of the system, and can enhance the applicability. Finally, the experimental results show that using the eye and mouth features fusion method is higher accuracy than a single sentence.
- Open Access
- This is an open access article distributed under the CC BY-NC license.
Cite this article
TY - CONF AU - Guozhen Cao AU - Han Peng PY - 2016/09 DA - 2016/09 TI - The Decision of Fatigue State Based On Characteristics' Fuzzy Fusion BT - 2016 International Conference on Computer Engineering, Information Science & Application Technology (ICCIA 2016) PB - Atlantis Press SP - 330 EP - 333 SN - 2352-538X UR - https://doi.org/10.2991/iccia-16.2016.61 DO - https://doi.org/10.2991/iccia-16.2016.61 ID - Cao2016/09 ER -