Fast Object Recognition in Noisy Images Using Simulated Annealing

  title={Fast Object Recognition in Noisy Images Using Simulated Annealing},
  author={Margrit Betke and Nicholas C. Makris},
A fast simulated annealing algorithm is developed for automatic object recognition. The object recognition problem is addressed as the problem of best describing a match between a hypothesized object and an image. The normalized correlation coe cient is used as a measure of the match. Templates are generated on-line during the search by transforming model images. Simulated annealing reduces the search time by orders of magnitude with respect to an exhaustive search. The algorithm is applied to… CONTINUE READING
Highly Cited
This paper has 109 citations. REVIEW CITATIONS


Publications citing this paper.
Showing 1-10 of 73 extracted citations

Real-time recognition of U.S. speed signs

2008 IEEE Intelligent Vehicles Symposium • 2008
View 5 Excerpts
Highly Influenced

Biologically-inspired video enhancement method for robust shape recognition

2013 1st International Conference on Communications, Signal Processing, and their Applications (ICCSPA) • 2013
View 1 Excerpt

109 Citations

Citations per Year
Semantic Scholar estimates that this publication has 109 citations based on the available data.

See our FAQ for additional information.


Publications referenced by this paper.
Showing 1-10 of 22 references

Nonconvex optimization by fast simulated annealing

Proceedings of the IEEE • 1987
View 4 Excerpts
Highly Influenced

A First Course in Mathema- tial Statistics

C. E. Weatherburn
Cambridge University Press, • 1962
View 3 Excerpts
Highly Influenced

A parameter estimation bound for images

N. C. Makris
Submitted to J. Acoustical Soc. of Amer- ica, • 1995

An adap- tive system for tra c sign recognition

Y.-J. Zheng, W. Ritter, R. Janssen
Proceed- ings of the Intelligent Vehicles Symposium, • 1994

Fast object recog- nition in noisy images using simulated annealing

M. Betke, N. C. Makris
MIT, AI Memo-1510, Dec. • 1994
View 1 Excerpt

An overview of matched eld meth- ods in ocean acoustics

A. B. Baggeroer, W. A. Kuperman, P. N. Mikhalevsky
IEEE Journal of Oceanic Engineering, 18(4):401{424, • 1993
View 1 Excerpt

Face Recognition: Features Versus Templates

IEEE Trans. Pattern Anal. Mach. Intell. • 1993

Similar Papers

Loading similar papers…