Querying Labeled for Unlabeled: Cross-Image Semantic Consistency Guided Semi-Supervised Semantic Segmentation.
Linshan WuLeyuan FangXingxin HeMin HeJiayi MaZhun ZhongPublished in: IEEE Trans. Pattern Anal. Mach. Intell. (2023)
Keyphrases
- semantic segmentation
- semi supervised
- image data
- labeled examples
- conditional random fields
- weakly supervised
- supervised learning
- image content
- image features
- semi supervised learning
- single image
- labeled data
- superpixels
- unlabeled data
- scene classification
- input image
- image retrieval
- image classification
- multiscale
- training data
- image segmentation
- image representation
- test images
- image collections
- labeled images
- similarity measure
- pascal voc
- training set
- high resolution
- bounding box
- object categories
- active learning
- segmentation method
- object classes
- image understanding
- pairwise
- generative model
- machine learning
- segmentation algorithm