Drawing the Line: A Dual Evaluation Approach for Shaping Ground Truth in Image Retrieval Using Rich Visual Embeddings of Historical Images.
David TschirschwitzFranziska KlemsteinHenning SchmidgenVolker RodehorstPublished in: HIP@ICDAR (2023)
Keyphrases
- ground truth
- image retrieval
- image database
- visual features
- quantitative evaluation
- image collections
- ground truth data
- visual appearance
- test images
- gold standard
- observed scene
- image search
- input image
- content based retrieval
- medical image retrieval
- manually labeled
- image annotation
- web images
- human observers
- low level visual features
- visual phrases
- visual words
- image classification
- image matching
- high quality
- image set
- image similarity
- cbir systems
- color histogram
- visual information
- human subjects
- visual data
- image representation
- segmented images
- image content
- image features
- image data
- visually similar
- low level
- content based image retrieval systems
- object recognition
- multiscale
- visual content
- edge detection
- line segments