An Investigation of Feature Selection and Transfer Learning for Writer-Independent Offline Handwritten Signature Verification.
Victor L. F. SouzaAdriano L. I. OliveiraRafael M. O. CruzRobert SabourinPublished in: ICPR (2020)
Keyphrases
- transfer learning
- feature selection
- text categorization
- handwritten signature verification
- multi task
- text classification
- learning tasks
- writer independent
- machine learning
- knowledge transfer
- handwriting recognition
- reinforcement learning
- cross domain
- labeled data
- semi supervised learning
- active learning
- collaborative filtering
- target domain
- recognition rate
- feature set
- machine learning algorithms
- classification accuracy
- learning algorithm
- text documents
- handwritten character recognition
- feature space
- support vector
- feature extraction
- unsupervised learning
- model selection
- dimensionality reduction
- character recognition
- transfer knowledge
- word spotting
- support vector machine
- knowledge discovery
- pattern recognition
- computer vision