Are metrics measuring what they should? An evaluation of image captioning task metrics.
Othón González-ChávezGuillermo RuizDaniela MoctezumaTania A. Ramirez-delRealPublished in: CoRR (2022)
Keyphrases
- evaluation metrics
- image data
- evaluation methods
- input image
- single image
- multiscale
- template matching
- image pixels
- image features
- image representation
- image segmentation
- image classification
- evaluation criteria
- image content
- test images
- image noise
- image analysis
- image retrieval
- similarity measure
- image collections
- region of interest
- vector field
- image quality metrics
- high resolution
- segmentation algorithm
- low level
- grey level
- energy function
- evaluation method
- segmentation method
- keypoints
- image regions
- evaluation measures
- image matching
- scale space
- ground truth
- quality metrics
- hough transform
- evaluation methodology
- human judgments
- image reconstruction