Inconsistency Based Active Learning for temporal object detection.
Xinjie LiLijun ZhangFangyu ZhouPublished in: SUI (2023)
Keyphrases
- active learning
- object detection
- spatio temporal
- temporal information
- temporal data
- temporal patterns
- face detection
- object classification
- object class
- learning strategies
- temporal reasoning
- multi class
- space time
- temporal constraints
- experimental design
- object recognition
- learning algorithm
- relevance feedback
- semi supervised
- temporal databases
- background subtraction
- pedestrian detection
- semi supervised learning
- spatial and temporal
- temporal analysis
- labeled data
- temporal consistency
- selective sampling
- training set
- computer vision
- scene recognition
- active learning framework
- temporal evolution
- active learning strategies
- data sets
- classical logic
- temporal relations
- random sampling
- training examples
- support vector machine
- learning process
- training data
- data mining