Speeding-up Object Detection Training for Robotics with FALKON.
Elisa MaiettiniGiulia PasqualeLorenzo RosascoLorenzo NatalePublished in: CoRR (2018)
Keyphrases
- object detection
- computer vision
- artificial intelligence
- discriminatively trained
- object detectors
- pedestrian detection
- training set
- training phase
- training samples
- face detection
- test set
- object classification
- training process
- object categories
- online learning
- human detection
- scene understanding
- real time
- boosted classifiers
- object class
- training algorithm
- object segmentation
- supervised learning
- multi class
- feature selection
- information systems
- learning algorithm