Representation of images for classification with independent features.
Hervé Le BorgneAnne Guérin-DuguéAnestis AntoniadisPublished in: Pattern Recognit. Lett. (2004)
Keyphrases
- feature representation
- image features
- extracted features
- extracting features
- image classification
- feature vectors
- correct classification rate
- feature extraction
- discriminative features
- feature set
- classification accuracy
- spatially localized
- image database
- original images
- image description
- multiple classifiers
- image data
- dissimilarity representation
- feature space
- class specific
- feature maps
- classification process
- classification method
- feature descriptors
- test images
- individual features
- visual object recognition
- svm classifier
- skin lesion
- feature construction
- highly discriminative
- textural features
- image representation
- image collections
- handwritten digits
- object recognition
- input image
- image matching
- classification models
- gabor filters
- fisher linear discriminant
- normalized gradient
- gray level co occurrence matrix
- feature selection
- bag of features
- spatial relationships
- spatial information
- image regions
- keypoints
- spatial pyramid matching
- decision trees
- image retrieval
- image registration
- edge detection
- discriminative classifiers
- global features
- visual patterns
- set of training images
- raw image
- texture features
- support vector machine
- thematic mapper