Predicting memorability of images using attention-driven spatial pooling and image semantics.
Bora CelikkaleAykut ErdemErkut ErdemPublished in: Image Vis. Comput. (2015)
Keyphrases
- spatial pooling
- image classification
- input image
- image data
- image features
- test images
- spatial pyramid matching
- image quality metrics
- image retrieval
- saliency map
- image regions
- image quality assessment
- image representation
- bag of words
- visual features
- image database
- feature points
- segmentation method
- pixel level
- natural images
- image matching
- human observers
- scene classification
- image structure
- segmentation algorithm
- image quality
- salient features
- pixel wise
- salient regions
- quality metrics
- segmented images
- visual perception
- keypoints
- image categorization
- image content
- feature extraction
- visual attention
- bag of features
- quality assessment
- sparse representation
- human vision
- perceptual quality
- image processing
- image segmentation
- computer vision
- salient objects
- color constancy
- feature vectors
- visual words