Active Learning with Unfiltered Informativeness Technique for Object Detection.
Rafael Amauri Diniz AugustoMohamad GhassanyFaten ChaiebFouad Hadj-SelemPublished in: AIAI (4) (2024)
Keyphrases
- object detection
- active learning
- face detection
- object class
- object recognition
- selective sampling
- scene understanding
- learning strategies
- semi supervised
- object classification
- learning algorithm
- object segmentation
- object categories
- multi class
- computer vision
- labeled data
- scene recognition
- batch mode
- random sampling
- machine learning
- supervised learning
- background subtraction
- training examples
- semi supervised learning
- learning process
- training set
- deformable part models
- unlabeled data
- experimental design
- face recognition
- pool based active learning
- discriminatively trained
- data sets
- imbalanced data classification
- active learning strategies
- cost sensitive
- transfer learning
- action recognition
- reinforcement learning