Practical Video Object Detection via Feature Selection and Aggregation.
Yuheng ShiTong ZhangXiaojie GuoPublished in: CoRR (2024)
Keyphrases
- object detection
- feature selection
- video data
- real time
- video sequences
- video frames
- multimedia
- real world
- video analysis
- feature set
- action detection
- multi class
- video streams
- face detection
- feature extraction
- mutual information
- video content
- model selection
- scene understanding
- digital video
- object detectors
- irrelevant features
- machine learning
- video retrieval
- selected features
- object categories
- spatial and temporal
- object recognition
- text categorization
- key frames
- object classification
- method for feature selection
- feature space
- data aggregation
- discriminative features
- human detection
- spatio temporal
- classification accuracy
- dimensionality reduction
- text classification
- video database
- feature selection algorithms
- pedestrian detection
- space time
- video surveillance
- human actions
- human activities
- feature subset
- multimedia data