Latent SVMs for Human Detection with a Locally Affine Deformation Field.
Lubor LadickyPhilip H. S. TorrAndrew ZissermanPublished in: BMVC (2012)
Keyphrases
- human detection
- deformation field
- support vector
- mutual information
- action recognition
- boundary conditions
- image registration
- object detection
- feature selection
- image intensity
- surveillance system
- multi class
- b spline
- pedestrian detection
- background subtraction
- support vector machine
- vector field
- machine learning
- video surveillance
- multiresolution
- feature space
- training set
- partial occlusion
- regularization term
- linear svm
- support vectors
- multiscale
- loss function
- knn
- training data
- human body
- natural images
- feature vectors
- three dimensional