WSSOD: A New Pipeline for Weakly- and Semi-Supervised Object Detection.
Shijie FangYuhang CaoXinjiang WangKai ChenDahua LinWayne ZhangPublished in: CoRR (2021)
Keyphrases
- object detection
- semi supervised
- semi supervised learning
- face detection
- object categories
- labeled data
- pairwise
- scene understanding
- object recognition
- pedestrian detection
- unlabeled data
- multi class
- multi view
- generative model
- object classification
- computer vision
- object class
- pascal voc
- semi supervised classification
- pipeline architecture
- unsupervised learning
- supervised learning
- active learning
- helmholtz principle
- metric learning
- processing pipeline
- co training
- deformable part models
- label propagation
- neural network
- manifold learning
- dimensionality reduction
- semi supervised clustering
- human detection
- pairwise constraints
- human body
- labeled and unlabeled data
- object detectors
- image features
- image segmentation
- learning algorithm
- machine learning