SPLBoost: An Improved Robust Boosting Algorithm Based on Self-paced Learning.
Kaidong WangYao WangQian ZhaoDeyu MengZongben XuPublished in: CoRR (2017)
Keyphrases
- learning algorithm
- matching algorithm
- computationally efficient
- experimental evaluation
- clustering method
- detection algorithm
- least squares
- parameter tuning
- improved algorithm
- cost function
- computational complexity
- k means
- preprocessing
- np hard
- dynamic programming
- objective function
- expectation maximization
- optimization algorithm
- convergence rate
- times faster
- object tracking algorithm
- boosting algorithms
- image matching
- classification algorithm
- search space
- active learning
- data sets
- mobile robot
- significant improvement