An Effective Representation Learning Approach: The Integrated Self-Supervised Pre-Training Models of StyleGAN2-ADA and DINO for Colon Polyp Images.
Jong-Yeup KimGayrat TangriberganovWoochul JungDae Sung KimHoon Sup KooSuehyun LeeSun Moon KimPublished in: IEEE Access (2023)
Keyphrases
- structured prediction
- learning algorithm
- image data
- image features
- accurate models
- supervised learning
- learning models
- learning process
- random fields
- image database
- object detectors
- online learning
- image classification
- ground truth
- active learning
- prior knowledge
- deep architectures
- perceptual information
- input image
- image representation
- image regions
- qualitative models
- parametric models
- polyp detection
- learned models
- training process
- image collections
- learning tasks
- region of interest
- test images
- feature points
- image retrieval
- multiscale
- three dimensional