Toward Self-Supervised Object Detection in Unlabeled Videos.
Elad AmraniRami Ben-AriTal HakimAlex M. BronsteinPublished in: CoRR (2019)
Keyphrases
- object detection
- computer vision
- video sequences
- object class
- video analysis
- scene understanding
- action detection
- labeled data
- video data
- face detection
- training data
- active learning
- object categories
- video content
- semi supervised learning
- unlabeled data
- video database
- video frames
- object segmentation
- supervised learning
- background subtraction
- object recognition
- video clips
- pedestrian detection
- object classification
- prior knowledge
- deformable part models
- scene recognition
- human detection
- training examples
- data points
- unsupervised learning
- human activities
- learning algorithm
- spatio temporal
- multi class
- object detectors
- user generated
- sports video
- action classification
- decision trees
- class labels