Optimized Loss Functions for Object detection: A Case Study on Nighttime Vehicle Detection.
Shang JiangHaoran QinBingli ZhangJieyu ZhengPublished in: CoRR (2020)
Keyphrases
- loss function
- vehicle detection
- object detection
- pairwise
- detection algorithm
- support vector
- moving vehicle detection
- surveillance videos
- object classification
- learning to rank
- object categories
- object recognition
- driver assistance systems
- loss minimization
- risk minimization
- multi class
- computer vision
- convex loss functions
- pedestrian detection
- reproducing kernel hilbert space
- background subtraction
- motion estimation
- boosting algorithms
- mean shift