BranchOut: Regularization for Online Ensemble Tracking with Convolutional Neural Networks.
Bohyung HanJack SimHartwig AdamPublished in: CVPR (2017)
Keyphrases
- convolutional neural networks
- real time
- online learning
- object tracking
- convolutional network
- visual tracking
- particle filtering
- neural network
- machine learning
- kalman filter
- ensemble methods
- training data
- motion model
- robust tracking
- particle filter
- random forests
- training set
- appearance features
- motion tracking
- regularization parameter
- ensemble learning
- base classifiers
- multiresolution
- dynamic programming
- mean shift