Pretraining Image Encoders without Reconstruction via Feature Prediction Loss.
Gustav Grund PihlgrenFredrik SandinMarcus LiwickiPublished in: ICPR (2020)
Keyphrases
- image features
- image data
- high resolution
- reconstruction process
- input image
- reconstruction method
- image analysis
- image content
- single image
- image classification
- image segmentation
- image regions
- multiscale
- image retrieval
- higher resolution
- image matching
- computerized tomography
- feature points
- image representation
- segmentation algorithm
- three dimensional
- invariant features
- region of interest
- feature vectors
- image processing
- image reconstruction
- segmentation method
- prediction accuracy
- edge detection
- test images
- similarity measure
- feature descriptors
- feature representation
- feature detectors
- feature values
- low resolution