Refining Fitness Functions and Optimising Training Data in GP for Object Detection.
Mengjie ZhangMalcolm LettYuejin MaPublished in: SEAL (2006)
Keyphrases
- fitness function
- genetic programming
- object detection
- training data
- evolutionary algorithm
- genetic algorithm ga
- evolutionary computation
- genetic algorithm
- manually labeled training data
- face detection
- test data
- training set
- data sets
- fitness evaluation
- supervised learning
- object recognition
- evolutionary search
- multi class
- computer vision
- decision trees
- regression problems
- learning algorithm
- search space
- training process
- multi objective
- support vector machine
- prior knowledge
- test set
- training examples
- object categories
- labeled data
- evolutionary process
- nsga ii
- selection strategy