The more you learn, the less you store: Memory-controlled incremental SVM for visual place recognition.
Andrzej PronobisJie LuoBarbara CaputoPublished in: Image Vis. Comput. (2010)
Keyphrases
- support vector
- support vector machine svm
- low level
- knn
- incremental learning
- max margin
- feature selection
- visual information
- generalization ability
- support vector machine
- multi class classification
- computing power
- memory requirements
- machine learning
- visual perception
- memory usage
- support vectors
- internal memory
- multi class svm
- classification algorithm
- visual features
- multi class
- svm classifier
- visual concepts
- decision trees
- training data
- human memory
- linear svm
- data structure
- limited memory
- object recognition
- feature space
- training set
- active learning
- object detection
- k nearest neighbor
- kernel function
- classification method