Efficient Approximations for Support Vector Machines in Object Detection.
Wolf KienzleGökhan H. BakirMatthias O. FranzBernhard SchölkopfPublished in: DAGM-Symposium (2004)
Keyphrases
- object detection
- support vector
- learning machines
- data structure
- efficient computation
- scene understanding
- object class
- real time
- logistic regression
- closed form
- loss function
- large margin classifiers
- computationally tractable
- object categories
- svm classifier
- lightweight
- data points
- active learning
- object recognition
- machine learning
- data sets