Unsupervised Domain Adaptation to Improve Image Segmentation Quality Both in the Source and Target Domain.
Jan-Aike BolteMarkus KampAntonia BreuerSilviu HomoceanuPeter SchlichtFabian HügerDaniel LipinskiTim FingscheidtPublished in: CVPR Workshops (2019)
Keyphrases
- target domain
- segmented images
- input image
- segmentation quality
- multiple sources
- image content
- transfer learning
- image segmentation algorithm
- image retrieval
- multiscale
- domain adaptation
- segmentation algorithm
- image features
- image segmentation
- high resolution
- cross domain
- segmentation method
- image structure
- labeled data
- low level
- training data
- edge detection
- ground truth
- pixel level
- region of interest
- domain specific
- prior knowledge
- object recognition
- similarity measure