Image-free Classifier Injection for Zero-Shot Classification.
Anders ChristensenMassimiliano ManciniA. Sophia KoepkeOle WintherZeynep AkataPublished in: ICCV (2023)
Keyphrases
- image classification
- classification process
- classification method
- pixel classification
- image features
- classification algorithm
- input image
- extracted features
- image data
- classification scheme
- feature selection
- image analysis
- image content
- class labels
- support vector
- classification rate
- multiclass classification
- single image
- feature values
- classification accuracy
- feature extraction
- nearest neighbor classifier
- classifier training
- training set
- feature space
- pattern recognition
- image segmentation
- decision trees
- feature histograms
- learning vector quantization
- svm classifier
- feature set
- feature extractor
- multiscale
- image representation
- confidence scores
- support vector machine
- image retrieval
- intra class
- class specific
- classifier combination
- image regions
- knn classifier
- digital mammograms
- binary classifiers
- similarity measure
- training data
- feature vectors
- supervised learning
- edge detection
- image processing
- probabilistic classifiers
- labeling process
- high resolution
- segmentation algorithm
- multiple classifiers
- naive bayes
- test images
- k nearest neighbour
- roc curve
- fold cross validation
- fusion method