DeepEMD: Few-Shot Image Classification With Differentiable Earth Mover's Distance and Structured Classifiers.
Chi ZhangYujun CaiGuosheng LinChunhua ShenPublished in: CVPR (2020)
Keyphrases
- image classification
- classifier training
- svm classifier
- visual features
- training data
- feature extraction
- image representation
- decision trees
- structured data
- distance measure
- image features
- loss function
- multi label
- support vector
- distance metric
- naive bayes
- ensemble classifier
- distance function
- bag of words
- objective function
- euclidean distance
- video sequences
- supervised classification
- visual words
- classification algorithm
- shot boundary detection
- training set
- computer vision
- class specific
- linear classifiers
- video shots
- feature set
- roc curve
- classification models
- feature selection
- sparse representation
- data sets
- feature space
- support vector machine