Penalizing proposals using classifiers for semi-supervised object detection.
Somnath HazraPallab DasguptaPublished in: Comput. Vis. Image Underst. (2023)
Keyphrases
- semi supervised
- object detection
- co training
- semi supervised support vector machines
- labeled and unlabeled data
- unlabeled samples
- semi supervised learning
- semi supervised dimensionality reduction
- training data
- unlabeled data
- decision trees
- boosted classifiers
- kernel logistic regression
- svm classifier
- support vector
- partially labeled data
- active learning
- supervised learning
- labeled data
- pairwise
- object detectors
- multi class
- naive bayes
- linear classifiers
- face detection
- class labels
- multi view
- test set
- labeled samples
- object recognition
- pedestrian detection
- unsupervised learning
- labeled examples
- object categories
- feature set
- machine learning algorithms
- boosting framework
- supervised methods
- labeled training data
- training samples
- roc curve
- metric learning
- training set
- decision boundary
- scene understanding
- learning tasks