Important analytical aspects of efficient linear methods to estimate the ep
ipolar geometry are studied. Based on the obtained results a novel low cost
and accurate linear algorithm is introduced. Owing to low complexity and a
ccuracy the proposed approach appears to be suitable for real-time stereo v
ision applications.