The Risk of Image Generator-Specific Traces in Synthetic Training Data.
Georg WimmerDominik SöllingerAndreas UhlPublished in: VISIGRAPP (3): VISAPP (2024)
Keyphrases
- training data
- image features
- image data
- image analysis
- single image
- image segmentation
- image representation
- multiscale
- low level
- template matching
- segmentation method
- feature points
- image classification
- edge detection
- input image
- image content
- image pixels
- data sets
- supervised learning
- image retrieval
- similarity measure
- segmentation algorithm
- decision trees
- spatial information
- feature values
- data generator
- image collections
- test images
- weakly labeled
- vector field
- image matching
- camera calibration
- hough transform
- classification accuracy
- high resolution
- high level
- learning algorithm