Pollen video library for benchmarking detection, classification, tracking and novelty detection tasks: dataset.
Nam CaoMatthias MeyerLothar ThieleOlga SaukhPublished in: DATA@SenSys (2020)
Keyphrases
- novelty detection
- face detection and tracking
- anomaly detection
- person detection
- text filtering
- support vector data description
- video dataset
- object detection and tracking
- video sequences
- video frames
- feature set
- classification accuracy
- video scene
- feature space
- video surveillance
- detection method
- detection algorithm
- particle filter
- feature extraction
- neural network
- object detection
- face detection
- sentence level
- object tracking
- support vector machine
- feature selection
- crowded scenes
- video data
- object detectors
- event detection
- change detection
- action recognition
- text classification
- dimensionality reduction
- active learning
- pattern recognition
- reinforcement learning
- training data
- decision trees
- machine learning