Dual Decoupling Training for Semi-supervised Object Detection with Noise-Bypass Head.
Shida ZhengChenshu ChenXiaowei CaiTingqun YeWenming TanPublished in: AAAI (2022)
Keyphrases
- object detection
- semi supervised
- supervised learning
- fully labeled
- semi supervised learning
- discriminatively trained
- training process
- random noise
- object detectors
- scene understanding
- missing data
- noise level
- input output
- median filter
- noise reduction
- noisy data
- test set
- face detection
- labeled data
- boosted classifiers
- background subtraction
- training samples
- signal to noise ratio
- unlabeled data
- training set
- semi supervised classification
- multi view
- multi class
- active learning
- data sets
- computer vision
- primal dual
- object class
- training phase
- unsupervised learning
- object categories
- linear svm
- real time
- training and testing data
- training examples
- action recognition