Adapting SVM Image Classifiers to Changes in Imaging Conditions Using Incremental SVM: An Application to Car Detection.
Epifanio BagarinaoTakio KuritaMasakatsu HigashikuboHiroaki InayoshiPublished in: ACCV (3) (2009)
Keyphrases
- imaging conditions
- support vector
- svm classifier
- support vector machine svm
- object detectors
- support vector machine
- illumination conditions
- kernel support vector machines
- feature selection
- training data
- image classification
- lighting conditions
- discriminative classifiers
- input image
- training set
- multi class
- machine learning
- multiscale
- image features
- object detection
- feature vectors
- partial occlusion
- high resolution
- image representation
- wide range
- image retrieval
- bounding box
- feature space
- face recognition
- classification accuracy
- logistic regression
- single image
- object recognition
- image matching
- light source
- statistical model
- similarity measure
- detection method