Design of a Computationally Economical Image Classifier using Generic Features.
Rohan Basu RoyAnisha Halder RoyAmit KonarAtulya NagarPublished in: CEC (2019)
Keyphrases
- image features
- extracted features
- feature values
- feature extractor
- low level
- original images
- test images
- complementary features
- image data
- extracting features
- feature set
- individual features
- input image
- image classification
- image content
- image regions
- single image
- keypoints
- image representation
- classifier training
- feature space
- spatial information
- morphological features
- labeled images
- feature extraction
- training data
- image similarity
- multiscale
- single feature
- classification method
- image matching
- support vector
- textural features
- image analysis
- image pixels
- high resolution
- feature histograms
- classification process
- spatial relationships
- image retrieval
- feature vectors
- segmentation method
- global features
- svm classifier
- confidence scores
- training examples
- feature selection
- dependent features
- image processing
- image segmentation
- highly discriminative
- object detection
- sample images
- edge detection
- multiple features
- multiple classifiers
- image set
- bayesian classifier
- gabor filters
- feature maps
- intra class
- feature descriptors