Image-free Classifier Injection for Zero-Shot Classification.
Anders ChristensenMassimiliano ManciniA. Sophia KoepkeOle WintherZeynep AkataPublished in: CoRR (2023)
Keyphrases
- image classification
- extracted features
- decision trees
- image data
- classification scheme
- classification method
- classification process
- pixel classification
- class labels
- image retrieval
- feature space
- svm classifier
- training set
- input image
- image analysis
- feature values
- learning vector quantization
- feature histograms
- image content
- classification algorithm
- classification rate
- classifier training
- edge detection
- high resolution
- support vector machine
- feature selection
- single image
- image features
- nearest neighbor classifier
- support vector
- confidence scores
- feature extraction
- image regions
- feature extractor
- classifier combination
- feature set
- bayesian classifier
- training data
- multiscale
- pattern recognition
- test images
- image representation
- supervised learning
- class specific
- binary classifiers
- similarity measure
- k nearest neighbour
- classification accuracy
- support vector machine svm
- discriminative classifiers
- textural features
- machine learning
- text classification
- image segmentation
- multiple classifier systems
- object recognition
- classifier ensemble
- image set
- pattern classification