Size-Sensitive Optimization of Loss Function on Vision-based Object Detection.
Tong LiXin ShuGang ChenYifan WangPublished in: EITCE (2021)
Keyphrases
- loss function
- object detection
- risk minimization
- loss minimization
- stochastic gradient descent
- pairwise
- support vector
- logistic regression
- computer vision
- empirical risk
- coordinate descent method
- learning to rank
- vision system
- regularization term
- optimization problems
- object categories
- multi class
- solution path
- object recognition