Egoshots, an ego-vision life-logging dataset and semantic fidelity metric to evaluate diversity in image captioning models.
Pranav AgarwalAlejandro BetancourtVana PanagiotouNatalia Díaz RodríguezPublished in: CoRR (2020)
Keyphrases
- single image
- image data
- input image
- image content
- image classification
- image retrieval
- low level
- random fields
- image dataset
- image representation
- bayesian framework
- probabilistic model
- image analysis
- image features
- multiscale
- outdoor images
- high resolution
- image set
- image collections
- similarity metric
- region of interest
- parametric models
- vision system
- visual perception
- segmentation algorithm
- semantic web
- image fidelity
- similarity measure
- image segmentation
- weakly labeled
- evaluation metrics
- computer vision
- low level features
- test images
- image matching
- image regions
- semantic information
- edge detection
- high level
- image processing