Proposal generation for object detection using cascaded ranking SVMs.
Ziming ZhangJonathan WarrellPhilip H. S. TorrPublished in: CVPR (2011)
Keyphrases
- object detection
- face detection
- multi class
- support vector
- feature ranking
- ranking algorithm
- web search
- classification using support vector machines
- ranking functions
- feature selection
- kernel function
- support vector machine svm
- computer vision
- scene understanding
- object categories
- machine learning
- training set
- object recognition
- scene recognition
- maximum margin
- statistical learning theory
- object detectors
- support vectors
- support vector machine
- object classification
- generalization ability
- pedestrian detection
- hyperplane
- kernel methods
- training support vector machines
- sparse kernel
- face recognition
- decision trees
- multi class classification
- training data
- feature vectors
- knn