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Target recognition in non-uniform illuminated and noisy scene
- Source :
- 2010 IEEE International Conference on Intelligent Computing and Intelligent Systems.
- Publication Year :
- 2010
- Publisher :
- IEEE, 2010.
-
Abstract
- A novel algorithm is presented for detecting a target placed in background and degraded by non-uniform illumination and additive noise. The algorithm includes two steps. First, the input scene is preprocessed with estimated illumination function. Then the processed scene is correlated with a designed optimum filter based on Wiener filtering. Simulation results show effectiveness of the proposed method in terms of the robustness to non-uniform illumination and noisy conditions.
- Subjects :
- Pixel
business.industry
Wiener filter
ComputingMethodologies_IMAGEPROCESSINGANDCOMPUTERVISION
Non uniform illumination
Pattern recognition
Object detection
symbols.namesake
Robustness (computer science)
symbols
Correlation method
Computer vision
Artificial intelligence
business
ComputingMethodologies_COMPUTERGRAPHICS
Mathematics
Subjects
Details
- Database :
- OpenAIRE
- Journal :
- 2010 IEEE International Conference on Intelligent Computing and Intelligent Systems
- Accession number :
- edsair.doi...........6cf19a725d6f343533b613ec0145c2bc