Josef Kittler Explained

Josef Vaclav Kittler
Fields:Electronic engineering
Workplaces:Surrey University
Alma Mater:University of Cambridge
Thesis1 Title:and
Thesis2 Title:)-->
Thesis1 Url:and
Thesis2 Url:)-->
Thesis1 Year:and
Thesis2 Year:)-->
Doctoral Advisors:)-->
Awards:IAPR Fellow (1998)
IEE/IET Fellow (1999)
FREng (2000)
KS Fu Prize (2006)
IET Faraday Medal (2008)
Spouses:)-->
Partners:)-->

Josef Kittler is a British scientist and Distinguished Professor at University of Surrey, specialising in pattern recognition and machine intelligence.

Biography

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[1] and served as president of the International Association for Pattern Recognition during 1994–1996. He is Series Editor of Springer Lecture Notes in Computer Science.

Academic works

On combining classifiers

See main article: Ensembles of classifiers. They proposed the algebraic combination methods under the probabilistic framework[2] [3] used in ensembles of classifiers. In detail, denote

j
h
i(x)
the probability of instance

x

belonging to class

cj

output from the learner

hi

, then the median rule generates the combined output according to

Hj(x)=

j
median((h
i(x))
, where the median operator is over base classifier

i

.[4]

Awards and honours

"For contributions to computer vision and pattern recognition, and for outstanding leadership in IAPR".

IET fellowship honours those who "Lead by example. Inspire the next generation. Help to shape the profession."[6]

Royal Academy of Engineering Fellows represent "the nation's best engineering researchers, innovators, entrepreneurs, business and industry leaders."[7]

This biennial prize is given to a living person "in recognition of an outstanding technical contribution to the field of pattern recognition".[8]

The most prestigious of the IET Achievement Medals.[9]

"For contributions to pattern recognition, image processing and computer vision".

Selected works

Books

Articles

External links

Notes and References

  1. Web site: THE CENTRE FOR VISION, SPEECH AND SIGNAL PROCESSING . surrey.ac.uk . University of Surrey . 27 January 2015.
  2. Josef Kittler . Robert P.W. Duin. 1998 . On combining classifiers . IEEE Transactions on Pattern Analysis and Machine Intelligence . 20 . 3 . 226–239 . 10.1109/34.667881 . etal.
  3. Josef Kittler . Alkoot . F.M. . 2003 . Sum versus vote fusion in multiple classifier systems. . IEEE Transactions on Pattern Analysis and Machine Intelligence . 25 . 1 . 110–115 . 10.1109/TPAMI.2003.1159950 . 10.1.1.377.4299 .
  4. Book: Zhou Zhihua . Zhou Zhihua . 2012 . Ensemble Methods: Foundations and Algorithms . Chapman and Hall/CRC . 978-1-439-83003-1 . 4.5 Other Combination Methods .
  5. Web site: Recipients of the IAPR Fellow Award . IAPR.org . IAPR . 27 January 2015 .
  6. Web site: IET Fellowship . theiet.org . IET . 27 January 2015 .
  7. Web site: Royal Academy of Engineering Fellowship . raeng.org.uk . RAE . 27 January 2015.
  8. Web site: THE KING-SUN FU PRIZE . IAPR . 27 January 2015.
  9. Web site: The Faraday Medallists . theiet.org . IET . 27 January 2015 . https://web.archive.org/web/20140720080330/http://www.theiet.org/resources/library/archives/institution-history/faraday-medallists.cfm . 20 July 2014 . dead .
  10. Web site: EURASIP Fellows . eurasip.org . EURASIP . 27 January 2015.