Beyond Pixels: Semi-Supervised Semantic Segmentation with a Multi-scale Patch-based Multi-Label Classifier.
Prantik HowladerSrijan DasHieu LeDimitris SamarasPublished in: CoRR (2024)
Keyphrases
- multi label classification
- semantic segmentation
- semi supervised
- multi label
- multiscale
- superpixels
- weakly supervised
- semi supervised learning
- class labels
- supervised methods
- labeled data
- conditional random fields
- unlabeled data
- text categorization
- supervised learning
- scene classification
- natural images
- input image
- image annotation
- image classification
- text classification
- graph cuts
- pairwise
- training data
- image representation
- image patches
- pixel level
- object categories
- object class
- unsupervised learning
- generative model
- binary classifiers
- image understanding
- object classes
- active learning
- image segmentation
- image processing
- bag of words
- data sets
- graphical models
- multi class
- feature space
- information retrieval