INVESTIGATION OF IMAGE FEATURE EXTRACTION BY A GENETIC ALGORITHM

@inproceedings{Brumby1999INVESTIGATIONOI,
  title={INVESTIGATION OF IMAGE FEATURE EXTRACTION BY A GENETIC ALGORITHM},
  author={Steven P. Brumby and James Theiler and Simon J. Perkins and Neal R. Harvey and John J. Szymanski and Jeffrey J. Bloch and Melanie Mitchell},
  year={1999}
}
We describe the implementation and performance of a genetic algorithm (GA) which generates image feature extraction algorithms for remote sensing applications. We describe our basis set of primitive image operators and present our chromosomal representation of a complete algorithm. Our initial application has been geospatial feature extraction using publicly available multi-spectral aerial-photography data sets. We present the preliminary results of our analysis of the efficiency of the classic… CONTINUE READING
Highly Cited
This paper has 125 citations. REVIEW CITATIONS

Citations

Publications citing this paper.
Showing 1-10 of 34 extracted citations

Research of Image Matching Algorithm Based on Hybrid Particle Swarm Optimization

2010 International Forum on Information Technology and Applications • 2010
View 1 Excerpt

126 Citations

0102030'99'03'08'13'18
Citations per Year
Semantic Scholar estimates that this publication has 126 citations based on the available data.

See our FAQ for additional information.

References

Publications referenced by this paper.
Showing 1-10 of 23 references

and N

R. Porter, K. McCabe
Bergmann, “An Applications Approach to Evolvable Hardware,” to appear in Proceedings of the First NASA/DoD Workshop on Evolvable Hardware, held at the Jet Propulsion Laboratory, Pasadena, • 1999

and S

J. J. Szymanski
Alferink, personal communication, • 1998

Algorithm discovery using the genetic programming paradigm : Extracting low - contrast curvilinear features from SAR images of arctic ice , ” in

J. D. Hommes J. M. Daida, T. F. Bersano-Begey, S. J. Ross, J. F. Vesecky
Genetic Programming • 1997

Genetic programming with user-driven selection: Experiments on the evolution of algorithms for image enhancement,” in Genetic Programming 1997: Proceedings of the 2nd Annual Conference, J

R. Poli, S. Cagoni
R. Koza, et al., editors, Morgan Kaufmann, San Francisco • 1997

Algorithm discovery using the genetic programming paradigm: Extracting low-contrast curvilinear features from SAR images of arctic ice,” in Advances in Genetic Programming 2, P

J. M. Daida, J. D. Hommes, T. F. Bersano-Begey, S. J. Ross, J. F. Vesecky
J. Angeline and K. E. Kinnear, Jr., editors, chap. 21, MIT, Cambridge, • 1996

An Introduction to Genetic Algorithms

M. Mitchell
1996

Programmatic compression of images and sound,” in Genetic Programming 1997: Proceedings of the 2nd Annual Conference, J

P. Nordin, W. Banzhaf
R. Koza, et al., editors,, Morgan Kaufmann, San Francisco, • 1996