Optimization of Loss Function for Pedestrian Detection.
Shuo ZhangKailiang ZhangYuan AnShuo LiYong SunWeiwei LiuLikai WangPublished in: SimuTools (2021)
Keyphrases
- loss function
- pedestrian detection
- human body
- risk minimization
- object detection
- pairwise
- stochastic gradient descent
- benchmark datasets
- support vector
- human detection
- detection rate
- learning to rank
- empirical risk
- coordinate descent method
- advanced driver assistance systems
- boosting framework
- reproducing kernel hilbert space
- histograms of oriented gradients
- viewpoint
- solution path
- pose estimation
- similarity measure
- decision trees