Object Recognition System-on-Chip Using the Support Vector Machines.
Roberto Reyna-RojasDominique HouzetDaniela DragomirescuFlorent CarlierSalim OuadjaoutPublished in: EURASIP J. Adv. Signal Process. (2005)
Keyphrases
- object recognition
- support vector
- learning machines
- large margin classifiers
- computer vision
- hardware and software
- support vector machine
- loss function
- kernel function
- natural images
- image features
- classification accuracy
- biologically motivated
- embedded systems
- object detection
- d objects
- power consumption
- decision function
- learning algorithm
- object categorization
- visual recognition
- object class
- support vector regression
- generalization ability
- kernel methods
- training examples
- cross validation
- design methodology
- constrained search
- machine learning
- soft margin
- feature selection
- multi class
- keypoints
- object categories
- binary classification
- image understanding
- image matching
- feature matching
- ensemble learning
- radial basis function