Sparsely Annotated Object Detection: A Region-based Semi-supervised Approach.
Sai Saketh RambhatlaSaksham SuriRama ChellappaAbhinav ShrivastavaPublished in: CoRR (2022)
Keyphrases
- object detection
- semi supervised
- semi supervised learning
- image segmentation
- face detection
- pairwise
- object class
- computer vision
- labeled data
- active learning
- supervised learning
- object categories
- multi view
- scene understanding
- object classification
- manually annotated
- unlabeled data
- multi class
- object recognition
- semi supervised classification
- object segmentation
- image retrieval
- pairwise constraints
- unsupervised learning
- human detection
- generative model
- background subtraction
- semi supervised clustering
- co training
- constrained clustering
- decision trees
- weakly supervised
- face recognition
- multiple instance learning
- pedestrian detection
- data sets