Addressing Domain Shift in Pedestrian Detection from Thermal Cameras without Fine-Tuning or Transfer Learning.
Marco FanfaniMatteo MarulliPaolo NesiPublished in: SMARTCOMP (2023)
Keyphrases
- transfer learning
- pedestrian detection
- fine tuning
- human body
- cross domain
- learning tasks
- knowledge transfer
- object detection
- domain adaptation
- target domain
- reinforcement learning
- human detection
- active learning
- detection rate
- machine learning
- labeled data
- collaborative filtering
- transfer knowledge
- learning algorithm
- semi supervised learning
- benchmark datasets
- multi task
- text classification
- machine learning algorithms
- unlabeled data
- domain specific
- multi class
- feature vectors
- data analysis