Josef Kittler is a British scientist and Distinguished Professor at University of Surrey, specialising in pattern recognition and machine intelligence.
Josef Kittler received his B.A. in Electrical Engineering (1971), PhD in Pattern Recognition (1974), and ScD (1992), all from University of Cambridge. He joined Surrey University in 1986 and became Distinguished Professor in 2004.
He founded Centre for Vision, Speech and Signal Processing (CVSSP) in 1986 at University of Surrey and served as president of the International Association for Pattern Recognition during 1994âÂÂ1996. He is Series Editor of Springer Lecture Notes in Computer Science.
They proposed the algebraic combination methods under the probabilistic framework used in ensembles of classifiers. In detail, denote the probability of instance belonging to class output from the learner , then the median rule generates the combined output according to , where the median operator is over base classifier .