Exploiting classifier inter-level features for efficient out-of-distribution detection.
Jamil FayyadKashish GuptaNavid MahdianDominique GruyerHomayoun NajjaranPublished in: Image Vis. Comput. (2024)
Keyphrases
- data distribution
- feature set
- support vector machine classifier
- feature space
- classification method
- classification process
- extracted features
- false positives
- classification models
- feature extraction
- boosted classifiers
- feature extractors
- multiple classifiers
- feature values
- decision trees
- image features
- detection method
- discriminative classifiers
- input features
- low level
- face detection
- decision tree classifiers
- abstraction levels
- feature vectors
- weak classifiers
- keypoints
- svm classifier
- training examples
- support vector machine
- object detection
- intra class
- multiple kernel learning
- naive bayes classifier
- image classification
- classification algorithm
- spam detection
- training set
- video sequences
- training data
- neural classifier
- class labels