DeepEMD: Few-Shot Image Classification with Differentiable Earth Mover's Distance and Structured Classifiers.
Chi ZhangYujun CaiGuosheng LinChunhua ShenPublished in: CoRR (2020)
Keyphrases
- image classification
- visual features
- svm classifier
- classifier training
- feature extraction
- bag of words
- training data
- test set
- support vector
- objective function
- structured data
- distance function
- decision trees
- image representation
- loss function
- classification algorithm
- linear classifiers
- video data
- training samples
- image features
- feature selection
- naive bayes
- distance measure
- sparse representation
- data sets
- class specific
- video sequences
- euclidean distance
- detection algorithm
- class labels
- feature set
- training set
- machine learning algorithms
- multi label
- visual words
- key frames
- ensemble learning
- training examples
- computer vision