A Multistage Approach to Cooperatively Coevolving Feature Construction and Object Detection

In previous work, we showed how cooperative coevolution could be used to evolve both the feature construction stage and the classification stage of an object detection algorithm. Evolving both stages simultaneously allows highly accurate solutions to be created while needing only a fraction of the number of features extracting as in generic approaches. Scalability issues in the previous system have motivated the

• Type: Conference
• Year: 2005
• Where: EVOW
• Authors: Mark E. Roberts, Ela Claridge
• Keywords: Artificial Intelligence, Cooperative Coevolution, EVOW 2005, Feature Construction Stage, Object Detection Algorithm