Boosting Semi-Supervised Few-Shot Object Detection with SoftER Teacher.
Phi Vu TranPublished in: CoRR (2023)
Keyphrases
- semi supervised
- object detection
- partially labeled data
- boosting framework
- semi supervised learning
- boosted classifiers
- face detection
- multi class
- active learning
- labeled data
- object recognition
- pairwise
- kernel machines
- video sequences
- object detection and pose estimation
- boosting algorithms
- object detectors
- batch mode
- supervised learning
- adaboost algorithm
- professional development
- shot boundary detection
- semi supervised clustering
- computer vision
- semi supervised classification
- pairwise constraints
- scene understanding
- object class
- feature selection
- multi view
- unlabeled data
- learning algorithm
- learning process
- pedestrian detection
- detection algorithm
- object categories
- key frames
- metric learning
- teacher education
- video shots
- background subtraction
- video data
- base classifiers
- combining multiple
- co training
- sports video
- weak classifiers
- weak learners
- online learning
- clustering algorithm
- ensemble learning