Combination of deep neural networks and logical rules for record segmentation in historical handwritten registers using few examples.
Solène TarrideAurélie LemaitreBertrand CoüasnonSophie TardivelPublished in: Int. J. Document Anal. Recognit. (2021)
Keyphrases
- logical rules
- neural network
- numeral strings
- segmentation algorithm
- image segmentation
- segmentation method
- level set
- image analysis
- pattern recognition
- artificial neural networks
- fuzzy logic
- historical documents
- character segmentation
- multiscale
- segmentation accuracy
- character recognition
- genetic algorithm
- database
- newspaper articles
- handwriting recognition
- document analysis
- segmented images
- shape prior
- fully automatic
- first order logic
- fault diagnosis
- training examples
- neural nets
- machine vision
- historical data
- word recognition
- energy function
- handwritten characters
- back propagation
- machine learning
- medical images
- expert systems