Signature Embedding: Writer Independent Offline Signature Verification with Deep Metric Learning.
Hannes RantzschHaojin YangChristoph MeinelPublished in: ISVC (2) (2016)
Keyphrases
- signature verification
- metric learning
- maximum variance unfolding
- writer independent
- distance metric
- pairwise
- dimensionality reduction
- semi supervised
- recognition rate
- handwriting recognition
- learning tasks
- nonlinear dimensionality reduction
- feature space
- distance function
- multi task
- character recognition
- semi supervised learning
- vector space
- dynamic time warping
- feature selection
- computer vision
- pattern recognition
- feature extraction