DOOMRED: A New Optimization Technique for Boosted Cascade Detectors on Enforced Training Set.
Dong Woo ParkKyoung Mu LeePublished in: EURASIP J. Adv. Signal Process. (2008)
Keyphrases
- training set
- weak classifiers
- boosted classifiers
- object detection
- test set
- hog features
- nearest neighbor
- training data
- data sets
- object detectors
- decision trees
- classification accuracy
- active learning
- feature space
- classification error
- training samples
- cross validation
- face detection
- training examples
- classification algorithm
- object classes
- random forests
- class labels
- face detector
- positive and negative examples
- object class
- computer vision
- training patterns
- face images
- unlabeled data
- active appearance models
- test data
- support vector machine
- supervised learning
- multi class
- linear combination