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Anju et al., 2024 - Google Patents

Text line segmentation of offline malayalam handwritten document

Anju et al., 2024

Document ID
10147283259453945802
Author
Anju A
Chacko B
Basheer K
Publication year
Publication venue
AIP Conference Proceedings

External Links

Snippet

Automatic handwriting recognition systems rely on text line segmentation. Text line segmentation faces a number of obstacles, such as irregular text line gaps, slanted text lines, cursive handwriting, and other similar problems. Furthermore, line segmentation is …
Continue reading at pubs.aip.org (other versions)

Classifications

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    • G06K9/36—Image preprocessing, i.e. processing the image information without deciding about the identity of the image
    • G06K9/46—Extraction of features or characteristics of the image
    • G06K9/4604—Detecting partial patterns, e.g. edges or contours, or configurations, e.g. loops, corners, strokes, intersections
    • G06K9/4609—Detecting partial patterns, e.g. edges or contours, or configurations, e.g. loops, corners, strokes, intersections by matching or filtering
    • G—PHYSICS
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    • G06K9/32—Aligning or centering of the image pick-up or image-field
    • G06K9/3275—Inclination (skew) detection or correction of characters or of image to be recognised
    • G06K9/3283—Inclination (skew) detection or correction of characters or of image to be recognised of characters or characters lines
    • G—PHYSICS
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    • G06K9/342—Cutting or merging image elements, e.g. region growing, watershed, clustering-based techniques
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    • G06K9/344—Segmentation of touching or overlapping patterns in the image field using recognition of characters or words
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    • G—PHYSICS
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    • G—PHYSICS
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    • G06K9/62—Methods or arrangements for recognition using electronic means
    • G06K9/6217—Design or setup of recognition systems and techniques; Extraction of features in feature space; Clustering techniques; Blind source separation
    • G06K9/6256—Obtaining sets of training patterns; Bootstrap methods, e.g. bagging, boosting
    • G—PHYSICS
    • G06—COMPUTING; CALCULATING; COUNTING
    • G06K—RECOGNITION OF DATA; PRESENTATION OF DATA; RECORD CARRIERS; HANDLING RECORD CARRIERS
    • G06K9/00—Methods or arrangements for reading or recognising printed or written characters or for recognising patterns, e.g. fingerprints
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