Defining Self-Similarity of Images Using Features Learned by Convolutional Neural Networks.
Anselm BrachmannChristoph RediesPublished in: HVEI (2017)
Keyphrases
- image features
- original images
- extracted features
- test images
- image database
- extracting features
- input image
- convolutional neural networks
- image data
- visual appearance
- object recognition
- natural images
- gabor filters
- feature representation
- salient features
- fractal dimension
- matching process
- invariant features
- image registration
- image classification
- image collections
- feature matching
- information content
- three dimensional
- spatial information
- image set
- keypoints
- feature extraction
- image statistics
- similarity measure
- low level
- image analysis
- global features
- class specific
- convolutional network
- sample images
- feature space
- feature values
- image retrieval
- color histogram
- image regions
- spatial relationships
- sift descriptors
- feature vectors
- edge detection
- feature points
- segmentation method
- image processing