Reliable detection and tracking of eyes is an important requirement for attentive user interfaces. In this paper, we present an innovative approach to the problem of the eye-tracking. Traditional eye-detectors, chosen for own properties, are combined by two different schemes (competitive and cooperative scheme) to improve own robustness and reliability. To illustrate our work, we introduce a proof-of-concept single camera remote eye-tracker and discuss its implementation and the obtained experimental results.