Scalable Similarity-Consistent Deep Metric Learning for Face Recognition.
Bowen WuHuaming WuPublished in: IEEE Access (2019)
Keyphrases
- metric learning
- distance metric
- face recognition
- distance function
- person re identification
- nearest neighbor classification
- distance metric learning
- pairwise similarities
- euclidean distance
- learning tasks
- pairwise
- distance measure
- multi task
- dimensionality reduction
- face images
- semi supervised
- similarity measure
- feature space
- computer vision
- discriminant analysis
- data points
- mahalanobis metric
- semi supervised learning
- principal component analysis
- sparse representation
- similarity search
- similarity function
- nearest neighbor
- domain knowledge
- feature selection
- knn
- training data
- feature extraction
- labeled faces in the wild