Feature space transformation using genetic algorithms
| Autor: | K. De Jong, H. Vafaie |
|---|---|
| Rok vydání: | 1998 |
| Předmět: |
Contextual image classification
Computer science business.industry Feature vector Feature extraction Pattern recognition Feature selection Machine learning computer.software_genre Facial recognition system ComputingMethodologies_PATTERNRECOGNITION Transformation (function) Artificial Intelligence Control and Systems Engineering Feature (machine learning) Artificial intelligence Electrical and Electronic Engineering business Autonomous system (mathematics) computer |
| Zdroj: | IEEE Intelligent Systems. 13:57-65 |
| ISSN: | 1094-7167 |
| DOI: | 10.1109/5254.671093 |
| Popis: | The authors have developed an autonomous system that transforms feature spaces to improve classification techniques. They apply their method to an eye-detection face recognition system, demonstrating substantially better classification rates than competing systems. |
| Databáze: | OpenAIRE |
| Externí odkaz: |
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