ContriMix: Unsupervised disentanglement of content and attribute for domain generalization in microscopy image analysis.
Tan H. NguyenDinkar JuyalJin LiAaditya PrakashShima NofallahChintan ShahSai Chowdary GullapallyMichael GriffinAnand SampatJohn AbelJustin LeeAmaro Taylor-WeinerPublished in: CoRR (2023)
Keyphrases
- image analysis
- pattern recognition
- computer vision
- image enhancement
- domain specific
- multimedia
- image processing
- texture analysis
- semi supervised
- web content
- user experience
- image understanding
- domain independent
- image segmentation
- domain experts
- scale space
- mathematical morphology
- user generated content
- constructive induction
- knowledge base
- digital content
- visual inspection
- high throughput
- search engine
- social media
- domain knowledge
- high resolution
- digital libraries
- training data