Supervised-PCA and SVM Classifiers for Object Detection in Infrared Images.
Ricardo Santiago-MozosJosé M. Leiva-MurilloFernando Pérez-CruzAntonio Artés-RodríguezPublished in: AVSS (2003)
Keyphrases
- svm classifier
- infrared images
- object detection
- infrared
- semi supervised
- support vector machine
- support vector machine svm
- infrared imagery
- support vector
- image classification
- training stage
- principal component analysis
- visible spectrum
- feature vectors
- visible light
- computer vision
- multi class
- object categories
- supervised learning
- image fusion
- feature selection
- face detection
- learning algorithm
- training set
- kernel function
- scene images
- machine learning
- background subtraction
- support vectors
- svm classification
- object recognition
- pedestrian detection
- pattern recognition
- hyperplane
- data mining
- object detectors
- similarity measure
- data sets
- image features
- pairwise
- knn
- image analysis