Segmentation of Handwritten Arabic Graphemes Using a Directed Convolutional Neural Network and Mathematical Morphology Operations.
Mohsine ElkhayatiYoussfi ElkettaniMohammed MourchidPublished in: Pattern Recognit. (2022)
Keyphrases
- mathematical morphology
- watershed transform
- convolutional neural network
- image analysis
- edge detection
- morphological filters
- watershed transformation
- morphological operators
- numeral strings
- morphological operations
- gray scale
- binary images
- image and signal processing
- colour images
- spatially variant
- face detection
- segmentation algorithm
- adaptive neighborhood
- image processing
- image segmentation
- region growing
- morphological image processing
- shape decomposition
- translation invariant
- multiscale
- handwriting recognition
- structuring elements
- segmentation method
- handwritten documents
- handwritten words
- linear filtering
- computer vision
- watershed segmentation
- level set
- multi class
- neural network
- region merging
- word segmentation
- optical character recognition
- segmented images
- morphological filtering
- medical images
- color images
- arabic documents