Training CNN Classifiers for Semantic Segmentation using Partially Annotated Images: with Application on Human Thigh and Calf MRI.
Chun Kit WongStéphanie MarchesseauMaria KalimeriTiang Siew YapSerena S. H. TeoLingaraj KrishnaAlfredo Franco-ObregónStacey K. H. TayChin Meng KhooPhilip T. H. LeeMelvin K. S. LeowJohn J. TotmanMary C. StephensonPublished in: CoRR (2020)
Keyphrases
- semantic segmentation
- street scenes
- input image
- image data
- ground truth
- image database
- training set
- labeled images
- image set
- image understanding
- test images
- label transfer
- weakly supervised
- superpixels
- object recognition
- object detectors
- bounding box
- image classification
- image retrieval
- image features
- segmentation method
- image registration
- image collections
- pixel level
- small number
- scene classification
- multiple images
- medical images
- image annotation
- pascal voc
- higher order
- feature selection
- spatial information
- training data