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https://dx.doi.org/10.48550/ar...
Article . 2012
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Other literature type . 2012
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Other literature type . 2012
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NF-SAVO: Neuro-Fuzzy system for Arabic Video OCR

NF - SAVO: النظام العصبي الغامض للتعرف الضوئي على الحروف بالفيديو باللغة العربية
Authors: Mohamed Ben Halima; Hichem Karray; Adel M. Alimi; Ana Fernández Vila;

NF-SAVO: Neuro-Fuzzy system for Arabic Video OCR

Abstract

In this paper we propose a robust approach for text extraction and recognition from video clips which is called Neuro-Fuzzy system for Arabic Video OCR. In Arabic video text recognition, a number of noise components provide the text relatively more complicated to separate from the background. Further, the characters can be moving or presented in a diversity of colors, sizes and fonts that are not uniform. Added to this, is the fact that the background is usually moving making text extraction a more intricate process. Video include two kinds of text, scene text and artificial text. Scene text is usually text that becomes part of the scene itself as it is recorded at the time of filming the scene. But artificial text is produced separately and away from the scene and is laid over it at a later stage or during the post processing time. The emergence of artificial text is consequently vigilantly directed. This type of text carries with it important information that helps in video referencing, indexing and retrieval.

09 pages

Related Organizations
Keywords

FOS: Computer and information sciences, Artificial intelligence, Computer Vision and Pattern Recognition (cs.CV), Computer Science - Computer Vision and Pattern Recognition, Search engine indexing, Speech recognition, Handwriting Recognition and Text Detection, Scene Text Recognition, Text Localization, Shape Matching and Object Recognition, Image (mathematics), Text Detection, Natural language processing, Video Summarization, Key Frame Extraction, Automatic Video Summarization and Analysis, Computer science, Process (computing), Operating system, Computer Science, Physical Sciences, Computer vision, Computer Vision and Pattern Recognition, Text detection

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    influence
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selected citations
These citations are derived from selected sources.
This is an alternative to the "Influence" indicator, which also reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically).
BIP!Citations provided by BIP!
popularity
This indicator reflects the "current" impact/attention (the "hype") of an article in the research community at large, based on the underlying citation network.
BIP!Popularity provided by BIP!
influence
This indicator reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically).
BIP!Influence provided by BIP!
impulse
This indicator reflects the initial momentum of an article directly after its publication, based on the underlying citation network.
BIP!Impulse provided by BIP!
2
Average
Average
Average
Green
gold