%0 Conference Paper %1 ebner:1999:etsio %A Ebner, Marc %A Zell, Andreas %B Evolutionary Image Analysis, Signal Processing and Telecommunications: First European Workshop, EvoIASP'99 and EuroEcTel'99 %C Goteborg, Sweden %D 1999 %E Poli, Riccardo %E Voigt, Hans-Michael %E Cagnoni, Stefano %E Corne, Dave %E Smith, George D. %E Fogarty, Terence C. %I Springer-Verlag %K algorithms, genetic programming %P 74--89 %T Evolving a Task Specific Image Operator %U http://citeseer.ist.psu.edu/392593.html %V 1596 %X Image processing is usually done by chaining a series of well known image processing operators. Using evolutionary methods this process may be automated. In this paper we address the problem of evolving task specific image processing operators. In general, the quality of the operator depends on the task and the current environment. Using genetic programming we evolved an interest operator which is used to calculate sparse optical flow. To evolve the interest operator we define a series of criteria which need to be optimized. The different criteria are combined into an overall fitness function. Finally, we present experimental results on the evolution of the interest operator. %@ 3-540-65837-8

@inproceedings{ebner:1999:etsio, abstract = {Image processing is usually done by chaining a series of well known image processing operators. Using evolutionary methods this process may be automated. In this paper we address the problem of evolving task specific image processing operators. In general, the quality of the operator depends on the task and the current environment. Using genetic programming we evolved an interest operator which is used to calculate sparse optical flow. To evolve the interest operator we define a series of criteria which need to be optimized. The different criteria are combined into an overall fitness function. Finally, we present experimental results on the evolution of the interest operator.}, added-at = {2008-06-19T17:35:00.000+0200}, address = {Goteborg, Sweden}, author = {Ebner, Marc and Zell, Andreas}, biburl = {https://www.bibsonomy.org/bibtex/216557aff848a0f97a9e5f258191ad3f3/brazovayeye}, booktitle = {Evolutionary Image Analysis, Signal Processing and Telecommunications: First European Workshop, EvoIASP'99 and EuroEcTel'99}, editor = {Poli, Riccardo and Voigt, Hans-Michael and Cagnoni, Stefano and Corne, Dave and Smith, George D. and Fogarty, Terence C.}, interhash = {1365273e72a218bc32208f99e3ebfdda}, intrahash = {16557aff848a0f97a9e5f258191ad3f3}, isbn = {3-540-65837-8}, keywords = {algorithms, genetic programming}, month = {28-29 May}, notes = {EvoIASP99'99}, organisation = {EvoNet}, pages = {74--89}, publisher = {Springer-Verlag}, publisher_address = {Berlin}, series = {LNCS}, timestamp = {2008-06-19T17:39:02.000+0200}, title = {Evolving a Task Specific Image Operator}, url = {http://citeseer.ist.psu.edu/392593.html}, volume = 1596, year = 1999 }