Attention-Based CNN-RNN Arabic Text Recognition from Natural Scene Images

Attention-Based CNN-RNN Arabic Text Recognition from Natural Scene Images

According to statistics, there are 422 million speakers of the Arabic language. Islam is the second-largest religion in the world, and its followers constitute approximately 25% of the world’s population. Since the Holy Quran is in Arabic, nearly all Muslims understand the Arabic language per some a...

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Bibliographic Details
Main Authors: Hanan Butt, Muhammad Raheel Raza, Muhammad Javed Ramzan, Muhammad Junaid Ali, Muhammad Haris
Format: Article
Language:English
Published: MDPI AG 2021-07-01
Series:Forecasting
Subjects:
image text recognition
deep learning
recurrent neural networks (RNNs)
convolutional neural networks (CNNs)
bidirectional RNN
attention mechanism
Online Access:https://www.mdpi.com/2571-9394/3/3/33

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https://www.mdpi.com/2571-9394/3/3/33

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