Guide to OCR for Arabic Scripts
By: Haikal El Abed (Editor), Volker Margner (Editor)
Hardcover | 4 July 2012
At a Glance
Hardcover
612 Pages
612 Pages
Dimensions(cm)
24.0 x 16.4 x 2.9
24.0 x 16.4 x 2.9
Hardcover
$169.00
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This Guide to OCR for Arabic Scripts is the first book of its kind, specifically devoted to this emerging field. Topics and features: contains contributions from the leading researchers in the
field; with a Foreword by Professor Bente Maegaard of the University of Copenhagen; presents a detailed overview of Arabic character recognition technology, covering a range of different aspects of pre-processing and feature
extraction; reviews a broad selection of varying approaches, including HMM-based methods and a recognition system based on multidimensional recurrent neural networks; examines the evaluation of Arabic script recognition
systems, discussing data collection and annotation, benchmarking strategies, and handwriting recognition competitions; describes numerous applications of Arabic script recognition technology, from historical Arabic manuscripts
to online Arabic recognition.
Part I: Pre-Processing An Assessment of Arabic Handwriting Recognition Technology Sargur N. Srihari and Gregory Ball Layout Analysis of Arabic Script Documents Syed Saqib Bukhari, Faisal Shafait and Thomas M. Breuel A Multi-Stage Approach to Arabic Document Analysis Eugene Borovikov and Ilya Zavorin Pre-Processing Issues in Arabic OCR Zhixin Shi, Srirangaraj Setlur and Venu Govindaraju Segmentation of Ancient Arabic Documents Abdel Belaid and Nazih Ouwayed Features for HMM-Based Arabic Handwritten Word Recognition Systems Laurence Likforman-Sulem, Ramy Al Hajj Mohammad, Chafic Mokbel, Fares Menasri, Anne-Laure Bianne-Bernard and Christopher Kermorvant Part II: Recognition Printed Arabic Text Recognition Irfan Ahmed, Sabri A. Mahmoud and Mohammed Tanvir Parvez Handwritten Arabic Word Recognition Using the IFN/ENIT-Database Mario Pechwitz, Haikal El Abed and Volker Margner RWTH OCR: A Large Vocabulary Optical Character Recognition System for Arabic Scripts Philippe Dreuw, David Rybach, Georg Heigold and Hermann Ney Arabic Handwriting Recognition using Bernoulli HMMs Ihab Alkhoury, Adria Gimenez and Alfons Juan Handwritten Farsi Words Recognition Using Hidden Markov Models Puntis Jifroodian and Ching Y. Suen Offline Arabic Handwriting Recognition with Multidimensional Recurrent Neural Networks Alex Graves Application of Fractal Theory in Farsi/Arabic Document Analysis Saeed Mozaffari Multi-Stream Markov Models for Arabic Handwriting Recognition Yousri Kessentini, Thierry Paquet and AbdelMajid Ben Hamadou Towards Distributed Cursive Writing OCR Systems based on the Combination of Complementary Approaches Maher Khemakhem and Abdelfettah Belghith Part III: Evaluation Data Collection and Annotation for Arabic Document Analysis Ilya Zavorin and Eugene Borovikov Arabic Handwriting Recognition Competitions Volker Margner and Haikal El Abed Benchmarking Strategy for Arabic Screen Rendered Word Recognition Fouad Slimane, Slim Kanoun, Jean Hennebert, Rolf Ingold, Adel M. Alimi and Jean Hennebert Part IV: Applications A Robust Word Spotting System for Historical Arabic Manuscripts Mohamed Cheriet and Reza Farrahi Moghaddam Arabic Text recognition using a Script-Independent Methodology: A Unified HMM-based Approach for Machine-print and Handwritten Text Premkumar Natarajan, Rohit Prasad, Huaigu Cao, Krishna Subramanian, Shirin Saleem, David Belanger, Shiv Vitaladevuni, Matin Kamali and Ehry MacRostie Arabic Handwriting Recognition Using VDHMM and Over-Segmentation Amlan Kundu and Tom Hines Online Arabic Databases and Applications Houcine Boubaker, Abdelkarim Elbaati, Najiba Tagougui, Haikal El Abed, Monji Kherallah and Adel M. Alimi Online Arabic Handwritten Words Recognition Based on HMM and Combination of Online and Offline Features Sherif Abdelazeem, Hesham M. Eraqi and Hany Ahmed Part I: Pre-Processing An Assessment of Arabic Handwriting Recognition Technology Sargur N. Srihari and Gregory Ball Layout Analysis of Arabic Script Documents Syed Saqib Bukhari, Faisal Shafait and Thomas M. Breuel A Multi-Stage Approach to Arabic Document Analysis Eugene Borovikov and Ilya Zavorin Pre-Processing Issues in Arabic OCR Zhixin Shi, Srirangaraj Setlur and Venu Govindaraju Segmentation of Ancient Arabic Documents Abdel Belaid and Nazih Ouwayed Features for HMM-Based Arabic Handwritten Word Recognition Systems Laurence Likforman-Sulem, Ramy Al Hajj Mohammad, Chafic Mokbel, Fares Menasri, Anne-Laure Bianne-Bernard and Christopher Kermorvant Part II: Recognition Printed Arabic Text Recognition Irfan Ahmed, Sabri A. Mahmoud and Mohammed Tanvir Parvez Handwritten Arabic Word Recognition Using the IFN/ENIT-Database Mario Pechwitz, Haikal El Abed and Volker Margner RWTH OCR: A Large Vocabulary Optical Character Recognition System for Arabic Scripts Philippe Dreuw, David Rybach, Georg Heigold and Hermann Ney Arabic Handwriting Recognition using Bernoulli HMMs Ihab Alkhoury, Adria Gimenez and Alfons Juan Handwritten Farsi Words Recognition Using Hidden Markov Models Puntis Jifroodian and Ching Y. Suen Offline Arabic Handwriting Recognition with Multidimensional Recurrent Neural Networks Alex Graves Application of Fractal Theory in Farsi/Arabic Document Analysis Saeed Mozaffari Multi-Stream Markov Models for Arabic Handwriting Recognition Yousri Kessentini, Thierry Paquet and AbdelMajid Ben Hamadou Towards Distributed Cursive Writing OCR Systems based on the Combination of Complementary Approaches Maher Khemakhem and Abdelfettah Belghith Part III: Evaluation Data Collection and Annotation for Arabic Document Analysis Ilya Zavorin and Eugene Borovikov Arabic Handwriting Recognition Competitions Volker Margner and Haikal El Abed Benchmarking Strategy for Arabic Screen Rendered Word Recognition Fouad Slimane, Slim Kanoun, Jean Hennebert, Rolf Ingold, Adel M. Alimi and Jean Hennebert Part IV: Applications A Robust Word Spotting System for Historical Arabic Manuscripts Mohamed Cheriet and Reza Farrahi Moghaddam Arabic Text recognition using a Script-Independent Methodology: A Unified HMM-based Approach for Machine-print and Handwritten Text Premkumar Natarajan, Rohit Prasad, Huaigu Cao, Krishna Subramanian, Shirin Saleem, David Belanger, Shiv Vitaladevuni, Matin Kamali and Ehry MacRostie Arabic Handwriting Recognition Using VDHMM and Over-Segmentation Amlan Kundu and Tom Hines Online Arabic Databases and Applications Houcine Boubaker, Abdelkarim Elbaati, Najiba Tagougui, Haikal El Abed, Monji Kherallah and Adel M. Alimi Online Arabic Handwritten Words Recognition Based on HMM and Combination of Online and Offline Features Sherif Abdelazeem, Hesham M. Eraqi and Hany Ahmed Part I: Pre-Processing An Assessment of Arabic Handwriting Recognition Technology Sargur N. Srihari and Gregory Ball Layout Analysis of Arabic Script Documents Syed Saqib Bukhari, Faisal Shafait and Thomas M. Breuel A Multi-Stage Approach to Arabic Document Analysis Eugene Borovikov and Ilya Zavorin Pre-Processing Issues in Arabic OCR Zhixin Shi, Srirangaraj Setlur and Venu Govindaraju Segmentation of Ancient Arabic Documents Abdel Belaid and Nazih Ouwayed Features for HMM-Based Arabic Handwritten Word Recognition Systems Laurence Likforman-Sulem, Ramy Al Hajj Mohammad, Chafic Mokbel, Fares Menasri, Anne-Laure Bianne-Bernard and Christopher Kermorvant Part II: Recognition Printed Arabic Text Recognition Irfan Ahmed, Sabri A. Mahmoud and Mohammed Tanvir Parvez Handwritten Arabic Word Recognition Using the IFN/ENIT-Database Mario Pechwitz, Haikal El Abed and Volker Margner RWTH OCR: A Large Vocabulary Optical Character Recognition System for Arabic Scripts Philippe Dreuw, David Rybach, Georg Heigold and Hermann Ney Arabic Handwriting Recognition using Bernoulli HMMs Ihab Alkhoury, Adria Gimenez and Alfons Juan Handwritten Farsi Words Recognition Using Hidden Markov Models Puntis Jifroodian and Ching Y. Suen Offline Arabic Handwriting Recognition with Multidimensional Recurrent Neural Networks Alex Graves Application of Fractal Theory in Farsi/Arabic Document Analysis Saeed Mozaffari Multi-Stream Markov Models for Arabic Handwriting Recognition Yousri Kessentini, Thierry Paquet and AbdelMajid Ben Hamadou Towards Distributed Cursive Writing OCR Systems based on the Combination of Complementary Approaches Maher Khemakhem and Abdelfettah Belghith Part III: Evaluation Data Collection and Annotation for Arabic Document Analysis Ilya Zavorin and Eugene Borovikov Arabic Handwriting Recognition Competitions Volker Margner and Haikal El Abed Benchmarking Strategy for Arabic Screen Rendered Word Recognition Fouad Slimane, Slim Kanoun, Jean Hennebert, Rolf Ingold, Adel M. Alimi and Jean Hennebert Part IV: Applications A Robust Word Spotting System for Historical Arabic Manuscripts Mohamed Cheriet and Reza Farrahi Moghaddam Arabic Text recognition using a Script-Independent Methodology: A Unified HMM-based Approach for Machine-print and Handwritten Text Premkumar Natarajan, Rohit Prasad, Huaigu Cao, Krishna Subramanian, Shirin Saleem, David Belanger, Shiv Vitaladevuni, Matin Kamali and Ehry MacRostie Arabic Handwriting Recognition Using VDHMM and Over-Segmentation Amlan Kundu and Tom Hines Online Arabic Databases and Applications Houcine Boubaker, Abdelkarim Elbaati, Najiba Tagougui, Haikal El Abed, Monji Kherallah and Adel M. Alimi Online Arabic Handwritten Words Recognition Based on HMM and Combination of Online and Offline Features Sherif Abdelazeem, Hesham M. Eraqi and Hany Ahmed Part I: Pre-Processing An Assessment of Arabic Handwriting Recognition Technology Sargur N. Srihari and Gregory Ball Layout Analysis of Arabic Script Documents Syed Saqib Bukhari, Faisal Shafait and Thomas M. Breuel A Multi-Stage Approach to Arabic Document Analysis Eugene Borovikov and Ilya Zavorin Pre-Processing Issues in Arabic OCR Zhixin Shi, Srirangaraj Setlur and Venu Govindaraju Segmentation of Ancient Arabic Documents Abdel Belaid and Nazih Ouwayed Features for HMM-Based Arabic Handwritten Word Recognition Systems Laurence Likforman-Sulem, Ramy Al Hajj Mohammad, Chafic Mokbel, Fares Menasri, Anne-Laure Bianne-Bernard and Christopher Kermorvant Part II: Recognition Printed Arabic Text Recognition Irfan Ahmed, Sabri A. Mahmoud and Mohammed Tanvir Parvez Handwritten Arabic Word Recognition Using the IFN/ENIT-Database Mario Pechwitz, Haikal El Abed and Volker Margner RWTH OCR: A Large Vocabulary Optical Character Recognition System for Arabic Scripts Philippe Dreuw, David Rybach, Georg Heigold and Hermann Ney Arabic Handwriting Recognition using Bernoulli HMMs Ihab Alkhoury, Adria Gimenez and Alfons Juan Handwritten Farsi Words Recognition Using Hidden Markov Models Puntis Jifroodian and Ching Y. Suen Offline Arabic Handwriting Recognition with Multidimensional Recurrent Neural Networks Alex Graves Application of Fractal Theory in Farsi/Arabic Document Analysis Saeed Mozaffari Multi-Stream Markov Models for Arabic Handwriting Recognition Yousri Kessentini, Thierry Paquet and AbdelMajid Ben Hamadou Towards Distributed Cursive Writing OCR Systems based on the Combination of Complementary Approaches Maher Khemakhem and Abdelfettah Belghith Part III: Evaluation Data Collection and Annotation for Arabic Document Analysis Ilya Zavorin and Eugene Borovikov Arabic Handwriting Recognition Competitions Volker Margner and Haikal El Abed Benchmarking Strategy for Arabic Screen Rendered Word Recognition Fouad Slimane, Slim Kanoun, Jean Hennebert, Rolf Ingold, Adel M. Alimi and Jean Hennebert Part IV: Applications A Robust Word Spotting System for Historical Arabic Manuscripts Mohamed Cheriet and Reza Farrahi Moghaddam Arabic Text recognition using a Script-Independent Methodology: A Unified HMM-based Approach for Machine-print and Handwritten Text Premkumar Natarajan, Rohit Prasad, Huaigu Cao, Krishna Subramanian, Shirin Saleem, David Belanger, Shiv Vitaladevuni, Matin Kamali and Ehry MacRostie Arabic Handwriting Recognition Using VDHMM and Over-Segmentation Amlan Kundu and Tom Hines Online Arabic Databases and Applications Houcine Boubaker, Abdelkarim Elbaati, Najiba Tagougui, Haikal El Abed, Monji Kherallah and Adel M. Alimi Online Arabic Handwritten Words Recognition Based on HMM and Combination of Online and Offline Features Sherif Abdelazeem, Hesham M. Eraqi and Hany Ahmed An Assessment of Arabic Handwriting Recognition Technology Sargur N. Srihari and Gregory Ball Layout Analysis of Arabic Script Documents Syed Saqib Bukhari, Faisal Shafait and Thomas M. Breuel A Multi-Stage Approach to Arabic Document Analysis Eugene Borovikov and Ilya Zavorin Pre-Processing Issues in Arabic OCR Zhixin Shi, Srirangaraj Setlur and Venu Govindaraju Segmentation of Ancient Arabic Documents Abdel Belaid and Nazih Ouwayed Features for HMM-Based Arabic Handwritten Word Recognition Systems Laurence Likforman-Sulem, Ramy Al Hajj Mohammad, Chafic Mokbel, Fares Menasri, Anne-Laure Bianne-Bernard and Christopher Kermorvant Part II: Recognition Printed Arabic Text Recognition Irfan Ahmed, Sabri A. Mahmoud and Mohammed Tanvir Parvez Handwritten Arabic Word Recognition Using the IFN/ENIT-Database Mario Pechwitz, Haikal El Abed and Volker Margner RWTH OCR: A Large Vocabulary Optical Character Recognition System for Arabic Scripts Philippe Dreuw, David Rybach, Georg Heigold and Hermann Ney Arabic Handwriting Recognition using Bernoulli HMMs Ihab Alkhoury, Adria Gimenez and Alfons Juan Handwritten Farsi Words Recognition Using Hidden Markov Models Puntis Jifroodian and Ching Y. Suen Offline Arabic Handwriting Recognition with Multidimensional Recurrent Neural Networks Alex Graves Application of Fractal Theory in Farsi/Arabic Document Analysis Saeed Mozaffari Multi-Stream Markov Models for Arabic Handwriting Recognition Yousri Kessentini, Thierry Paquet and AbdelMajid Ben Hamadou Towards Distributed Cursive Writing OCR Systems based on the Combination of Complementary Approaches Maher Khemakhem and Abdelfettah Belghith Part III: Evaluation Data Collection and Annotation for Arabic Document Analysis Ilya Zavorin and Eugene Borovikov Arabic Handwriting Recognition Competitions Volker Margner and Haikal El Abed Benchmarking Strategy for Arabic Screen Rendered Word Recognition Fouad Slimane, Slim Kanoun, Jean Hennebert, Rolf Ingold, Adel M. Alimi and Jean Hennebert Part IV: Applications A Robust Word Spotting System for Historical Arabic Manuscripts Mohamed Cheriet and Reza Farrahi Moghaddam Arabic Text recognition using a Script-Independent Methodology: A Unified HMM-based Approach for Machine-print and Handwritten Text Premkumar Natarajan, Rohit Prasad, Huaigu Cao, Krishna Subramanian, Shirin Saleem, David Belanger, Shiv Vitaladevuni, Matin Kamali and Ehry MacRostie Arabic Handwriting Recognition Using VDHMM and Over-Segmentation Amlan Kundu and Tom Hines Online Arabic Databases and Applications Houcine Boubaker, Abdelkarim Elbaati, Najiba Tagougui, Haikal El Abed, Monji Kherallah and Adel M. Alimi Online Arabic Handwritten Words Recognition Based on HMM and Combination of Online and Offline Features Sherif Abdelazeem, Hesham M. Eraqi and Hany Ahmed Part I: Pre-Processing An Assessment of Arabic Handwriting Recognition Technology Sargur N. Srihari and Gregory Ball Layout Analysis of Arabic Script Documents Syed Saqib Bukhari, Faisal Shafait and Thomas M. Breuel A Multi-Stage Approach to Arabic Document Analysis Eugene Borovikov and Ilya Zavorin Pre-Processing Issues in Arabic OCR Zhixin Shi, Srirangaraj Setlur and Venu Govindaraju Segmentation of Ancient Arabic Documents Abdel Belaid and Nazih Ouwayed Features for HMM-Based Arabic Handwritten Word Recognition Systems Laurence Likforman-Sulem, Ramy Al Hajj Mohammad, Chafic Mokbel, Fares Menasri, Anne-Laure Bianne-Bernard and Christopher Kermorvant Part II: Recognition Printed Arabic Text Recognition Irfan Ahmed, Sabri A. Mahmoud and Mohammed Tanvir Parvez Handwritten Arabic Word Recognition Using the IFN/ENIT-Database Mario Pechwitz, Haikal El Abed and Volker Margner RWTH OCR: A Large Vocabulary Optical Character Recognition System for Arabic Scripts Philippe Dreuw, David Rybach, Georg Heigold and Hermann Ney Arabic Handwriting Recognition using Bernoulli HMMs Ihab Alkhoury, Adria Gimenez and Alfons Juan Handwritten Farsi Words Recognition Using Hidden Markov Models Puntis Jifroodian and Ching Y. Suen Offline Arabic Handwriting Recognition with Multidimensional Recurrent Neural Networks Alex Graves Application of Fractal Theory in Farsi/Arabic Document Analysis Saeed Mozaffari Multi-Stream Markov Models for Arabic Handwriting Recognition Yousri Kessentini, Thierry Paquet and AbdelMajid Ben Hamadou Towards Distributed Cursive Writing OCR Systems based on the Combination of Complementary Approaches Maher Khemakhem and Abdelfettah Belghith Part III: Evaluation Data Collection and Annotation for Arabic Document Analysis Ilya Zavorin and Eugene Borovikov Arabic Handwriting Recognition Competitions Volker Margner and Haikal El Abed Benchmarking Strategy for Arabic Screen Rendered Word Recognition Fouad Slimane, Slim Kanoun, Jean Hennebert, Rolf Ingold, Adel M. Alimi and Jean Hennebert Part IV: Applications A Robust Word Spotting System for Historical Arabic Manuscripts Mohamed Cheriet and Reza Farrahi Moghaddam Arabic Text recognition using a Script-Independent Methodology: A Unified HMM-based Approach for Machine-print and Handwritten Text Premkumar Natarajan, Rohit Prasad, Huaigu Cao, Krishna Subramanian, Shirin Saleem, David Belanger, Shiv Vitaladevuni, Matin Kamali and Ehry MacRostie Arabic Handwriting Recognition Using VDHMM and Over-Segmentation Amlan Kundu and Tom Hines Online Arabic Databases and Applications Houcine Boubaker, Abdelkarim Elbaati, Najiba Tagougui, Haikal El Abed, Monji Kherallah and Adel M. Alimi Online Arabic Handwritten Words Recognition Based on HMM and Combination of Online and Offline Features Sherif Abdelazeem, Hesham M. Eraqi and Hany Ahmed Layout Analysis of Arabic Script Documents Syed Saqib Bukhari, Faisal Shafait and Thomas M. Breuel A Multi-Stage Approach to Arabic Document Analysis Eugene Borovikov and Ilya Zavorin Pre-Processing Issues in Arabic OCR Zhixin Shi, Srirangaraj Setlur and Venu Govindaraju Segmentation of Ancient Arabic Documents Abdel Belaid and Nazih Ouwayed Features for HMM-Based Arabic Handwritten Word Recognition Systems Laurence Likforman-Sulem, Ramy Al Hajj Mohammad, Chafic Mokbel, Fares Menasri, Anne-Laure Bianne-Bernard and Christopher Kermorvant Part II: Recognition Printed Arabic Text Recognition Irfan Ahmed, Sabri A. Mahmoud and Mohammed Tanvir Parvez Handwritten Arabic Word Recognition Using the IFN/ENIT-Database Mario Pechwitz, Haikal El Abed and Volker Margner RWTH OCR: A Large Vocabulary Optical Character Recognition System for Arabic Scripts Philippe Dreuw, David Rybach, Georg Heigold and Hermann Ney Arabic Handwriting Recognition using Bernoulli HMMs Ihab Alkhoury, Adria Gimenez and Alfons Juan Handwritten Farsi Words Recognition Using Hidden Markov Models Puntis Jifroodian and Ching Y. Suen Offline Arabic Handwriting Recognition with Multidimensional Recurrent Neural Networks Alex Graves Application of Fractal Theory in Farsi/Arabic Document Analysis Saeed Mozaffari Multi-Stream Markov Models for Arabic Handwriting Recognition Yousri Kessentini, Thierry Paquet and AbdelMajid Ben Hamadou Towards Distributed Cursive Writing OCR Systems based on the Combination of Complementary Approaches Maher Khemakhem and Abdelfettah Belghith Part III: Evaluation Data Collection and Annotation for Arabic Document AnalysisIlya Zavorin and Eugene Borovikov Arabic Handwriting Recognition Competitions Volker Margner and Haikal El Abed Benchmarking Strategy for Arabic Screen Rendered Word Recognition Fouad Slimane, Slim Kanoun, Jean Hennebert, Rolf Ingold, Adel M. Alimi and Jean Hennebert Part IV: Applications A Robust Word Spotting System for Historical Arabic Manuscripts Mohamed Cheriet and Reza Farrahi Moghaddam Arabic Text recognition using a Script-Independent Methodology: A Unified HMM-based Approach for Machine-print and Handwritten Text Premkumar Natarajan, Rohit Prasad, Huaigu Cao, Krishna Subramanian, Shirin Saleem, David Belanger, Shiv Vitaladevuni, Matin Kamali and Ehry MacRostie Arabic Handwriting Recognition Using VDHMM and Over-Segmentation Amlan Kundu and Tom Hines Online Arabic Databases and Applications Houcine Boubaker, Abdelkarim Elbaati, Najiba Tagougui, Haikal El Abed, Monji Kherallah and Adel M. Alimi Online Arabic Handwritten Words Recognition Based on HMM and Combination of Online and Offline Features Sherif Abdelazeem, Hesham M. Eraqi and Hany Ahmed Part I: Pre-Processing An Assessment of Arabic Handwriting Recognition Technology Sargur N. Srihari and Gregory Ball Layout Analysis of Arabic Script Documents Syed Saqib Bukhari, Faisal Shafait and Thomas M. Breuel A Multi-Stage Approach to Arabic Document Analysis Eugene Borovikov and Ilya Zavorin Pre-Processing Issues in Arabic OCRZhixin Shi, Srirangaraj Setlur and Venu Govindaraju Segmentation of Ancient Arabic Documents Abdel Belaid and Nazih Ouwayed Features for HMM-Based Arabic Handwritten Word Recognition Systems Laurence Likforman-Sulem, Ramy Al Hajj Mohammad, Chafic Mokbel, Fares Menasri, Anne-Laure Bianne-Bernard and Christopher Kermorvant Part II: Recognition Printed Arabic Text Recognition Irfan Ahmed, Sabri A. Mahmoud and Mohammed Tanvir Parvez Handwritten Arabic Word Recognition Using the IFN/ENIT-Database Mario Pechwitz, Haikal El Abed and Volker Margner RWTH OCR: A Large Vocabulary Optical Character Recognition System for Arabic Scripts Philippe Dreuw, David Rybach, Georg Heigold and Hermann Ney Arabic Handwriting Recognition using Bernoulli HMMs Ihab Alkhoury, Adria Gimenez and Alfons Juan Handwritten Farsi Words Recognition Using Hidden Markov Models Puntis Jifroodian and Ching Y. Suen Offline Arabic Handwriting Recognition with Multidimensional Recurrent Neural Networks Alex Graves Application of Fractal Theory in Farsi/Arabic Document Analysis Saeed Mozaffari Multi-Stream Markov Models for Arabic Handwriting Recognition Yousri Kessentini, Thierry Paquet and AbdelMajid Ben Hamadou Towards Distributed Cursive Writing OCR Systems based on the Combination of Complementary Approaches Maher Khemakhem and Abdelfettah Belghith Part III: Evaluation Data Collection and Annotation for Arabic Document Analysis Ilya Zavorin and Eugene Borovikov Arabic Handwriting Recognition Competitions Volker Margner and Haikal El Abed Benchmarking Strategy for Arabic Screen Rendered Word Recognition Fouad Slimane, Slim Kanoun, Jean Hennebert, Rolf Ingold, Adel M. Alimi and Jean Hennebert Part IV: Applications A Robust Word Spotting System for Historical Arabic Manuscripts Mohamed Cheriet and Reza Farrahi Moghaddam Arabic Text recognition using a Script-Independent Methodology: A Unified HMM-based Approach for Machine-print and Handwritten Text Premkumar Natarajan, Rohit Prasad, Huaigu Cao, Krishna Subramanian, Shirin Saleem, David Belanger, Shiv Vitaladevuni, Matin Kamali and Ehry MacRostie Arabic Handwriting Recognition Using VDHMM and Over-Segmentation Amlan Kundu and Tom Hines Online Arabic Databases and Applications Houcine Boubaker, Abdelkarim Elbaati, Najiba Tagougui, Haikal El Abed, Monji Kherallah and Adel M. Alimi Online Arabic Handwritten Words Recognition Based on HMM and Combination of Online and Offline Features Sherif Abdelazeem, Hesham M. Eraqi and Hany Ahmed A Multi-Stage Approach to Arabic Document Analysis Eugene Borovikov and Ilya Zavorin Pre-Processing Issues in Arabic OCR Zhixin Shi, Srirangaraj Setlur and Venu Govindaraju Segmentation of Ancient Arabic Documents Abdel Belaid and Nazih Ouwayed Features for HMM-Based Arabic Handwritten Word Recognition Systems Laurence Likforman-Sulem, Ramy Al Hajj Mohammad, Chafic Mokbel, Fares Menasri, Anne-Laure Bianne-Bernard and Christopher Kermorvant Part II: Recognition Printed Arabic Text Recognition Irfan Ahmed, Sabri A. Mahmoud and Mohammed Tanvir Parvez Handwritten Arabic Word Recognition Using the IFN/ENIT-Database Mario Pechwitz, Haikal El Abed and Volker Margner RWTH OCR: A Large Vocabulary Optical Character Recognition System for Arabic Scripts Philippe Dreuw, David Rybach, Georg Heigold and Hermann Ney Arabic Handwriting Recognition using Bernoulli HMMs Ihab Alkhoury, Adria Gimenez and Alfons Juan Handwritten Farsi Words Recognition Using Hidden Markov Models Puntis Jifroodian and Ching Y. Suen Offline Arabic Handwriting Recognition with Multidimensional Recurrent Neural Networks Alex Graves Application of Fractal Theory in Farsi/Arabic Document Analysis Saeed Mozaffari Multi-Stream Markov Models for Arabic Handwriting Recognition Yousri Kessentini, Thierry Paquet and AbdelMajid Ben Hamadou Towards Distributed Cursive Writing OCR Systems based on the Combination of Complementary Approaches Maher Khemakhem and Abdelfettah Belghith Part III: Evaluation Data Collection and Annotation for Arabic Document Analysis Ilya Zavorin and Eugene Borovikov Arabic Handwriting Recognition Competitions Volker Margner and Haikal El Abed Benchmarking Strategy for Arabic Screen Rendered Word Recognition Fouad Slimane, Slim Kanoun, Jean Hennebert, Rolf Ingold, Adel M. Alimi and Jean Hennebert Part IV: Applications A Robust Word Spotting System for Historical Arabic Manuscripts Mohamed Cheriet and Reza Farrahi Moghaddam Arabic Text recognition using a Script-Independent Methodology: A Unified HMM-based Approach for Machine-print and Handwritten Text Premkumar Natarajan, Rohit Prasad, Huaigu Cao, Krishna Subramanian, Shirin Saleem, David Belanger, Shiv Vitaladevuni, Matin Kamali and Ehry MacRostie Arabic Handwriting Recognition Using VDHMM and Over-Segmentation Amlan Kundu and Tom Hines Online Arabic Databases and Applications Houcine Boubaker, Abdelkarim Elbaati, Najiba Tagougui, Haikal El Abed, Monji Kherallah and Adel M. Alimi Online Arabic Handwritten Words Recognition Based on HMM and Combination of Online and Offline Features Sherif Abdelazeem, Hesham M. Eraqi and Hany Ahmed Part I: Pre-Processing An Assessment of Arabic Handwriting Recognition Technology Sargur N. Srihari and Gregory Ball Layout Analysis of Arabic Script Documents Syed Saqib Bukhari, Faisal Shafait and Thomas M. Breuel A Multi-Stage Approach to Arabic Document Analysis Eugene Borovikov and Ilya Zavorin Pre-Processing Issues in Arabic OCR Zhixin Shi, Srirangaraj Setlur and Venu Govindaraju Segmentation of Ancient Arabic Documents Abdel Belaid and Nazih Ouwayed Features for HMM-Based Arabic Handwritten Word Recognition Systems Laurence Likforman-Sulem, Ramy Al Hajj Mohammad, Chafic Mokbel, Fares Menasri, Anne-Laure Bianne-Bernard and Christopher Kermorvant Part II: Recognition Printed Arabic Text Recognition Irfan Ahmed, Sabri A. Mahmoud and Mohammed Tanvir Parvez Handwritten Arabic Word Recognition Using the IFN/ENIT-Database Mario Pechwitz, Haikal El Abed and Volker Margner RWTH OCR: A Large Vocabulary Optical Character Recognition System for Arabic Scripts Philippe Dreuw, David Rybach, Georg Heigold and Hermann Ney Arabic Handwriting Recognition using Bernoulli HMMs Ihab Alkhoury, Adria Gimenez and Alfons Juan Handwritten Farsi Words Recognition Using Hidden Markov Models Puntis Jifroodian and Ching Y. Suen Offline Arabic Handwriting Recognition with Multidimensional Recurrent Neural Networks Alex Graves Application of Fractal Theory in Farsi/Arabic Document Analysis Saeed Mozaffari Multi-Stream Markov Models for Arabic Handwriting Recognition Yousri Kessentini, Thierry Paquet and AbdelMajid Ben Hamadou Towards Distributed Cursive Writing OCR Systems based on the Combination of Complementary Approaches Maher Khemakhem and Abdelfettah Belghith Part III: Evaluation Data Collection and Annotation for Arabic Document Analysis Ilya Zavorin and Eugene Borovikov Arabic Handwriting Recognition Competitions Volker Margner and Haikal El Abed Benchmarking Strategy for Arabic Screen Rendered Word Recognition Fouad Slimane, Slim Kanoun, Jean Hennebert, Rolf Ingold, Adel M. Alimi and Jean Hennebert Part IV: Applications A Robust Word Spotting System for Historical Arabic Manuscripts Mohamed Cheriet and Reza Farrahi Moghaddam Arabic Text recognition using a Script-Independent Methodology: A Unified HMM-based Approach for Machine-print and Handwritten Text Premkumar Natarajan, Rohit Prasad, Huaigu Cao, Krishna Subramanian, Shirin Saleem, David Belanger, Shiv Vitaladevuni, Matin Kamali and Ehry MacRostie Arabic Handwriting Recognition Using VDHMM and Over-Segmentation Amlan Kundu and Tom Hines Online Arabic Databases and Applications Houcine Boubaker, Abdelkarim Elbaati, Najiba Tagougui, Haikal El Abed, Monji Kherallah and Adel M. Alimi Online Arabic Handwritten Words Recognition Based on HMM and Combination of Online and Offline Features Sherif Abdelazeem, Hesham M. Eraqi and Hany Ahmed Pre-Processing Issues in Arabic OCR Zhixin Shi, Srirangaraj Setlur and Venu Govindaraju Segmentation of Ancient Arabic Documents Abdel Belaid and Nazih Ouwayed Features for HMM-Based Arabic Handwritten Word Recognition Systems Laurence Likforman-Sulem, Ramy Al Hajj Mohammad, Chafic Mokbel, Fares Menasri, Anne-Laure Bianne-Bernard and Christopher Kermorvant Part II: Recognition Printed Arabic Text Recognition Irfan Ahmed, Sabri A. Mahmoud and Mohammed Tanvir Parvez Handwritten Arabic Word Recognition Using the IFN/ENIT-Database Mario Pechwitz, Haikal El Abed and Volker Margner RWTH OCR: A Large Vocabulary Optical Character Recognition System for Arabic Scripts Philippe Dreuw, David Rybach, Georg Heigold and Hermann Ney Arabic Handwriting Recognition using Bernoulli HMMs Ihab Alkhoury, Adria Gimenez and Alfons Juan Handwritten Farsi Words Recognition Using Hidden Markov Models Puntis Jifroodian and Ching Y. Suen Offline Arabic Handwriting Recognition with Multidimensional Recurrent Neural Networks Alex Graves Application of Fractal Theory in Farsi/Arabic Document Analysis Saeed Mozaffari Multi-Stream Markov Models for Arabic Handwriting Recognition Yousri Kessentini, Thierry Paquet and AbdelMajid Ben Hamadou Towards Distributed Cursive Writing OCR Systems based on the Combination of Complementary Approaches Maher Khemakhem and Abdelfettah Belghith Part III: Evaluation Data Collection and Annotation for Arabic Document Analysis Ilya Zavorin and Eugene Borovikov Arabic Handwriting Recognition Competitions Volker Margner and Haikal El Abed Benchmarking Strategy for Arabic Screen Rendered Word Recognition Fouad Slimane, Slim Kanoun, Jean Hennebert, Rolf Ingold, Adel M. Alimi and Jean Hennebert Part IV: Applications A Robust Word Spotting System for Historical Arabic Manuscripts Mohamed Cheriet and Reza Farrahi Moghaddam Arabic Text recognition using a Script-Independent Methodology: A Unified HMM-based Approach for Machine-print and Handwritten Text Premkumar Natarajan, Rohit Prasad, Huaigu Cao, Krishna Subramanian, Shirin Saleem, David Belanger, Shiv Vitaladevuni, Matin Kamali and Ehry MacRostie Arabic Handwriting Recognition Using VDHMM and Over-Segmentation Amlan Kundu and Tom Hines Online Arabic Databases and Applications Houcine Boubaker, Abdelkarim Elbaati, Najiba Tagougui, Haikal El Abed, Monji Kherallah and Adel M. Alimi Online Arabic Handwritten Words Recognition Based on HMM and Combination of Online and Offline Features Sherif Abdelazeem, Hesham M. Eraqi and Hany Ahmed Part I: Pre-Processing An Assessment of Arabic Handwriting Recognition Technology Sargur N. Srihari and Gregory Ball Layout Analysis of Arabic Script Documents Syed Saqib Bukhari, Faisal Shafait and Thomas M. Breuel A Multi-Stage Approach to Arabic Document Analysis Eugene Borovikov and Ilya Zavorin Pre-Processing Issues in Arabic OCR Zhixin Shi, Srirangaraj Setlur and Venu Govindaraju Segmentation of Ancient Arabic Documents Abdel Belaid and Nazih Ouwayed Features for HMM-Based Arabic Handwritten Word Recognition Systems Laurence Likforman-Sulem, Ramy Al Hajj Mohammad, Chafic Mokbel, Fares Menasri, Anne-Laure Bianne-Bernard and Christopher Kermorvant Part II: Recognition Printed Arabic Text Recognition Irfan Ahmed, Sabri A. Mahmoud and Mohammed Tanvir Parvez Handwritten Arabic Word Recognition Using the IFN/ENIT-Database Mario Pechwitz, Haikal El Abed and Volker Margner RWTH OCR: A Large Vocabulary Optical Character Recognition System for Arabic Scripts Philippe Dreuw, David Rybach, Georg Heigold and Hermann Ney Arabic Handwriting Recognition using Bernoulli HMMs Ihab Alkhoury, Adria Gimenez and Alfons Juan Handwritten Farsi Words Recognition Using Hidden Markov Models Puntis Jifroodian and Ching Y. Suen Offline Arabic Handwriting Recognition with Multidimensional Recurrent Neural Networks Alex Graves Application of Fractal Theory in Farsi/Arabic Document Analysis Saeed Mozaffari Multi-Stream Markov Models for Arabic Handwriting Recognition Yousri Kessentini, Thierry Paquet and AbdelMajid Ben Hamadou Towards Distributed Cursive Writing OCR Systems based on the Combination of Complementary Approaches Maher Khemakhem and Abdelfettah Belghith Part III: Evaluation Data Collection and Annotation for Arabic Document Analysis Ilya Zavorin and Eugene Borovikov Arabic Handwriting Recognition Competitions Volker Margner and Haikal El Abed Benchmarking Strategy for Arabic Screen Rendered Word Recognition Fouad Slimane, Slim Kanoun, Jean Hennebert, Rolf Ingold, Adel M. Alimi and Jean Hennebert Part IV: Applications A Robust Word Spotting System for Historical Arabic Manuscripts Mohamed Cheriet and Reza Farrahi Moghaddam Arabic Text recognition using a Script-Independent Methodology: A Unified HMM-based Approach for Machine-print and Handwritten Text Premkumar Natarajan, Rohit Prasad, Huaigu Cao, Krishna Subramanian, Shirin Saleem, David Belanger, Shiv Vitaladevuni, Matin Kamali and Ehry MacRostie Arabic Handwriting Recognition Using VDHMM and Over-Segmentation Amlan Kundu and Tom Hines Online Arabic Databases and ApplicationsHoucine Boubaker, Abdelkarim Elbaati, Najiba Tagougui, Haikal El Abed, Monji Kherallah and Adel M. Alimi Online Arabic Handwritten Words Recognition Based on HMM and Combination of Online and Offline Features Sherif Abdelazeem, Hesham M. Eraqi and Hany Ahmed Segmentation of Ancient Arabic Documents Abdel Belaid and Nazih Ouwayed Features for HMM-Based Arabic Handwritten Word Recognition Systems Laurence Likforman-Sulem, Ramy Al Hajj Mohammad, Chafic Mokbel, Fares Menasri, Anne-Laure Bianne-Bernard and Christopher Kermorvant Part II: Recognition Printed Arabic Text Recognition Irfan Ahmed, Sabri A. Mahmoud and Mohammed Tanvir Parvez Handwritten Arabic Word Recognition Using the IFN/ENIT-Database Mario Pechwitz, Haikal El Abed and Volker Margner RWTH OCR: A Large Vocabulary Optical Character Recognition System for Arabic Scripts Philippe Dreuw, David Rybach, Georg Heigold and Hermann Ney Arabic Handwriting Recognition using Bernoulli HMMs Ihab Alkhoury, Adria Gimenez and Alfons Juan Handwritten Farsi Words Recognition Using Hidden Markov Models Puntis Jifroodian and Ching Y. Suen Offline Arabic Handwriting Recognition with Multidimensional Recurrent Neural Networks Alex Graves Application of Fractal Theory in Farsi/Arabic Document Analysis Saeed Mozaffari Multi-Stream Markov Models for Arabic Handwriting Recognition Yousri Kessentini, Thierry Paquet and AbdelMajid Ben Hamadou Towards Distributed Cursive Writing OCR Systems based on the Combination of Complementary Approaches Maher Khemakhem and Abdelfettah Belghith Part III: Evaluation Data Collection and Annotation for Arabic Document Analysis Ilya Zavorin and Eugene Borovikov Arabic Handwriting Recognition Competitions Volker Margner and Haikal El Abed Benchmarking Strategy for Arabic Screen Rendered Word Recognition Fouad Slimane, Slim Kanoun, Jean Hennebert, Rolf Ingold, Adel M. Alimi and Jean Hennebert Part IV: Applications A Robust Word Spotting System for Historical Arabic Manuscripts Mohamed Cheriet and Reza Farrahi Moghaddam Arabic Text recognition using a Script-Independent Methodology: A Unified HMM-based Approach for Machine-print and Handwritten Text Premkumar Natarajan, Rohit Prasad, Huaigu Cao, Krishna Subramanian, Shirin Saleem, David Belanger, Shiv Vitaladevuni, Matin Kamali and Ehry MacRostie Arabic Handwriting Recognition Using VDHMM and Over-Segmentation Amlan Kundu and Tom Hines Online Arabic Databases and Applications Houcine Boubaker, Abdelkarim Elbaati, Najiba Tagougui, Haikal El Abed, Monji Kherallah and Adel M. Alimi Online Arabic Handwritten Words Recognition Based on HMM and Combination of Online and Offline Features Sherif Abdelazeem, Hesham M. Eraqi and Hany Ahmed Part I: Pre-Processing An Assessment of Arabic Handwriting Recognition Technology Sargur N. Srihari and Gregory Ball Layout Analysis of Arabic Script Documents Syed Saqib Bukhari, Faisal Shafait and Thomas M. Breuel A Multi-Stage Approach to Arabic Document Analysis Eugene Borovikov and Ilya Zavorin Pre-Processing Issues in Arabic OCR Zhixin Shi, Srirangaraj Setlur and Venu Govindaraju Segmentation of Ancient Arabic Documents Abdel Belaid and Nazih Ouwayed Features for HMM-Based Arabic Handwritten Word Recognition Systems Laurence Likforman-Sulem, Ramy Al Hajj Mohammad, Chafic Mokbel, Fares Menasri, Anne-Laure Bianne-Bernard and Christopher Kermorvant Part II: Recognition Printed Arabic Text Recognition Irfan Ahmed, Sabri A. Mahmoud and Mohammed Tanvir Parvez Handwritten Arabic Word Recognition Using the IFN/ENIT-Database Mario Pechwitz, Haikal El Abed and Volker Margner RWTH OCR: A Large Vocabulary Optical Character Recognition System for Arabic Scripts Philippe Dreuw, David Rybach, Georg Heigold and Hermann Ney Arabic Handwriting Recognition using Bernoulli HMMs Ihab Alkhoury, Adria Gimenez and Alfons Juan Handwritten Farsi Words Recognition Using Hidden Markov Models Puntis Jifroodian and Ching Y. Suen Offline Arabic Handwriting Recognition with Multidimensional Recurrent Neural Networks Alex Graves Application of Fractal Theory in Farsi/Arabic Document Analysis Saeed Mozaffari Multi-Stream Markov Models for Arabic Handwriting Recognition Yousri Kessentini, Thierry Paquet and AbdelMajid Ben Hamadou Towards Distributed Cursive Writing OCR Systems based on the Combination of Complementary Approaches Maher Khemakhem and Abdelfettah Belghith Part III: Evaluation Data Collection and Annotation for Arabic Document Analysis Ilya Zavorin and Eugene Borovikov Arabic Handwriting Recognition Competitions Volker Margner and Haikal El Abed Benchmarking Strategy for Arabic Screen Rendered Word Recognition Fouad Slimane, Slim Kanoun, Jean Hennebert, Rolf Ingold, Adel M. Alimi and Jean Hennebert Part IV: Applications A Robust Word Spotting System for Historical Arabic Manuscripts Mohamed Cheriet and Reza Farrahi Moghaddam Arabic Text recognition using a Script-Independent Methodology: A Unified HMM-based Approach for Machine-print and Handwritten Text Premkumar Natarajan, Rohit Prasad, Huaigu Cao, Krishna Subramanian, Shirin Saleem, David Belanger, Shiv Vitaladevuni, Matin Kamali and Ehry MacRostie Arabic Handwriting Recognition Using VDHMM and Over-Segmentation Amlan Kundu and Tom Hines Online Arabic Databases and Applications Houcine Boubaker, Abdelkarim Elbaati, Najiba Tagougui, Haikal El Abed, Monji Kherallah and Adel M. Alimi Online Arabic Handwritten Words Recognition Based on HMM and Combination of Online and Offline Features Sherif Abdelazeem, Hesham M. Eraqi and Hany Ahmed Features for HMM-Based Arabic Handwritten Word Recognition Systems Laurence Likforman-Sulem, Ramy Al Hajj Mohammad, Chafic Mokbel, Fares Menasri, Anne-Laure Bianne-Bernard and Christopher Kermorvant Part II: Recognition Printed Arabic Text Recognition Irfan Ahmed, Sabri A. Mahmoud and Mohammed Tanvir Parvez Handwritten Arabic Word Recognition Using the IFN/ENIT-Database Mario Pechwitz, Haikal El Abed and Volker Margner RWTH OCR: A Large Vocabulary Optical Character Recognition System for Arabic Scripts Philippe Dreuw, David Rybach, Georg Heigold and Hermann Ney Arabic Handwriting Recognition using Bernoulli HMMs Ihab Alkhoury, Adria Gimenez and Alfons Juan Handwritten Farsi Words Recognition Using Hidden Markov Models Puntis Jifroodian and Ching Y. Suen Offline Arabic Handwriting Recognition with Multidimensional Recurrent Neural Networks Alex Graves Application of Fractal Theory in Farsi/Arabic Document Analysis Saeed Mozaffari Multi-Stream Markov Models for Arabic Handwriting Recognition Yousri Kessentini, Thierry Paquet and AbdelMajid Ben Hamadou Towards Distributed Cursive Writing OCR Systems based on the Combination of Complementary Approaches Maher Khemakhem and Abdelfettah Belghith Part III: Evaluation Data Collection and Annotation for Arabic Document Analysis Ilya Zavorin and Eugene Borovikov Arabic Handwriting Recognition Competitions Volker Margner and Haikal El Abed Benchmarking Strategy for Arabic Screen Rendered Word Recognition Fouad Slimane, Slim Kanoun, Jean Hennebert, Rolf Ingold, Adel M. Alimi and Jean Hennebert Part IV: Applications A Robust Word Spotting System for Historical Arabic Manuscripts Mohamed Cheriet and Reza Farrahi Moghaddam Arabic Text recognition using a Script-Independent Methodology: A Unified HMM-based Approach for Machine-print and Handwritten Text Premkumar Natarajan, Rohit Prasad, Huaigu Cao, Krishna Subramanian, Shirin Saleem, David Belanger, Shiv Vitaladevuni, Matin Kamali and Ehry MacRostie Arabic Handwriting Recognition Using VDHMM and Over-Segmentation Amlan Kundu and Tom Hines Online Arabic Databases and Applications Houcine Boubaker, Abdelkarim Elbaati, Najiba Tagougui, Haikal El Abed, Monji Kherallah and Adel M. Alimi Online Arabic Handwritten Words Recognition Based on HMM and Combination of Online and Offline Features Sherif Abdelazeem, Hesham M. Eraqi and Hany Ahmed Part I: Pre-Processing An Assessment of Arabic Handwriting Recognition Technology Sargur N. Srihari and Gregory Ball Layout Analysis of Arabic Script Documents Syed Saqib Bukhari, Faisal Shafait and Thomas M. Breuel A Multi-Stage Approach to Arabic Document Analysis Eugene Borovikov and Ilya Zavorin Pre-Processing Issues in Arabic OCR Zhixin Shi, Srirangaraj Setlur and Venu Govindaraju Segmentation of Ancient Arabic Documents Abdel Belaid and Nazih Ouwayed Features for HMM-Based Arabic Handwritten Word Recognition Systems Laurence Likforman-Sulem, Ramy Al Hajj Mohammad, Chafic Mokbel, Fares Menasri, Anne-Laure Bianne-Bernard and Christopher Kermorvant Part II: Recognition Printed Arabic Text Recognition Irfan Ahmed, Sabri A. Mahmoud and Mohammed Tanvir Parvez Handwritten Arabic Word Recognition Using the IFN/ENIT-Database Mario Pechwitz, Haikal El Abed and Volker Margner RWTH OCR: A Large Vocabulary Optical Character Recognition System for Arabic Scripts Philippe Dreuw, David Rybach, Georg Heigold and Hermann Ney Arabic Handwriting Recognition using Bernoulli HMMs Ihab Alkhoury, Adria Gimenez and Alfons Juan Handwritten Farsi Words Recognition Using Hidden Markov Models Puntis Jifroodian and Ching Y. Suen Offline Arabic Handwriting Recognition with Multidimensional Recurrent Neural NetworksAlex Graves Application of Fractal Theory in Farsi/Arabic Document Analysis Saeed Mozaffari Multi-Stream Markov Models for Arabic Handwriting Recognition Yousri Kessentini, Thierry Paquet and AbdelMajid Ben Hamadou Towards Distributed Cursive Writing OCR Systems based on the Combination of Complementary Approaches Maher Khemakhem and Abdelfettah Belghith Part III: Evaluation Data Collection and Annotation for Arabic Document Analysis Ilya Zavorin and Eugene Borovikov Arabic Handwriting Recognition Competitions Volker Margner and Haikal El Abed Benchmarking Strategy for Arabic Screen Rendered Word Recognition Fouad Slimane, Slim Kanoun, Jean Hennebert, Rolf Ingold, Adel M. Alimi and Jean Hennebert Part IV: Applications A Robust Word Spotting System for Historical Arabic Manuscripts Mohamed Cheriet and Reza Farrahi Moghaddam Arabic Text recognition using a Script-Independent Methodology: A Unified HMM-based Approach for Machine-print and Handwritten Text Premkumar Natarajan, Rohit Prasad, Huaigu Cao, Krishna Subramanian, Shirin Saleem, David Belanger, Shiv Vitaladevuni, Matin Kamali and Ehry MacRostie Arabic Handwriting Recognition Using VDHMM and Over-Segmentation Amlan Kundu and Tom Hines Online Arabic Databases and Applications Houcine Boubaker, Abdelkarim Elbaati, Najiba Tagougui, Haikal El Abed, Monji Kherallah and Adel M. Alimi Online Arabic Handwritten Words Recognition Based on HMM and Combination of Online and Offline Features Sherif Abdelazeem, Hesham M. Eraqi and Hany Ahmed Part II: Recognition Printed Arabic Text Recognition Irfan Ahmed, Sabri A. Mahmoud and Mohammed Tanvir Parvez Handwritten Arabic Word Recognition Using the IFN/ENIT-Database Mario Pechwitz, Haikal El Abed and Volker Margner RWTH OCR: A Large Vocabulary Optical Character Recognition System for Arabic Scripts Philippe Dreuw, David Rybach, Georg Heigold and Hermann Ney Arabic Handwriting Recognition using Bernoulli HMMs Ihab Alkhoury, Adria Gimenez and Alfons Juan Handwritten Farsi Words Recognition Using Hidden Markov Models Puntis Jifroodian and Ching Y. Suen Offline Arabic Handwriting Recognition with Multidimensional Recurrent Neural Networks Alex Graves Application of Fractal Theory in Farsi/Arabic Document Analysis Saeed Mozaffari Multi-Stream Markov Models for Arabic Handwriting Recognition Yousri Kessentini, Thierry Paquet and AbdelMajid Ben Hamadou Towards Distributed Cursive Writing OCR Systems based on the Combination of Complementary ApproachesMaher Khemakhem and Abdelfettah Belghith Part III: Evaluation Data Collection and Annotation for Arabic Document Analysis Ilya Zavorin and Eugene Borovikov Arabic Handwriting Recognition Competitions Volker Margner and Haikal El Abed Benchmarking Strategy for Arabic Screen Rendered Word Recognition Fouad Slimane, Slim Kanoun, Jean Hennebert, Rolf Ingold, Adel M. Alimi and Jean Hennebert Part IV: Applications A Robust Word Spotting System for Historical Arabic Manuscripts Mohamed Cheriet and Reza Farrahi Moghaddam Arabic Text recognition using a Script-Independent Methodology: A Unified HMM-based Approach for Machine-print and Handwritten Text Premkumar Natarajan, Rohit Prasad, Huaigu Cao, Krishna Subramanian, Shirin Saleem, David Belanger, Shiv Vitaladevuni, Matin Kamali and Ehry MacRostie Arabic Handwriting Recognition Using VDHMM and Over-Segmentation Amlan Kundu and Tom Hines Online Arabic Databases and Applications Houcine Boubaker, Abdelkarim Elbaati, Najiba Tagougui, Haikal El Abed, Monji Kherallah and Adel M. Alimi Online Arabic Handwritten Words Recognition Based on HMM and Combination of Online and Offline Features Sherif Abdelazeem, Hesham M. Eraqi and Hany Ahmed Part I: Pre-Processing An Assessment of Arabic Handwriting Recognition Technology Sargur N. Srihari and Gregory Ball Layout Analysis of Arabic Script Documents Syed Saqib Bukhari, Faisal Shafait and Thomas M. Breuel A Multi-Stage Approach to Arabic Document Analysis Eugene Borovikov and Ilya Zavorin Pre-Processing Issues in Arabic OCR Zhixin Shi, Srirangaraj Setlur and Venu Govindaraju Segmentation of Ancient Arabic Documents Abdel Belaid and Nazih Ouwayed Features for HMM-Based Arabic Handwritten Word Recognition Systems Laurence Likforman-Sulem, Ramy Al Hajj Mohammad, Chafic Mokbel, Fares Menasri, Anne-Laure Bianne-Bernard and Christopher Kermorvant Part II: Recognition Printed Arabic Text Recognition Irfan Ahmed, Sabri A. Mahmoud and Mohammed Tanvir Parvez Handwritten Arabic Word Recognition Using the IFN/ENIT-Database Mario Pechwitz, Haikal El Abed and Volker Margner RWTH OCR: A Large Vocabulary Optical Character Recognition System for Arabic Scripts Philippe Dreuw, David Rybach, Georg Heigold and Hermann Ney Arabic Handwriting Recognition using Bernoulli HMMs Ihab Alkhoury, Adria Gimenez and Alfons Juan Handwritten Farsi Words Recognition Using Hidden Markov Models Puntis Jifroodian and Ching Y. Suen Offline Arabic Handwriting Recognition with Multidimensional Recurrent Neural Networks Alex Graves Application of Fractal Theory in Farsi/Arabic Document Analysis Saeed Mozaffari Multi-Stream Markov Models for Arabic Handwriting Recognition Yousri Kessentini, Thierry Paquet and AbdelMajid Ben Hamadou Towards Distributed Cursive Writing OCR Systems based on the Combination of Complementary Approaches Maher Khemakhem and Abdelfettah Belghith Part III: Evaluation Data Collection and Annotation for Arabic Document Analysis Ilya Zavorin and Eugene Borovikov Arabic Handwriting Recognition Competitions Volker Margner and Haikal El Abed Benchmarking Strategy for Arabic Screen Rendered Word Recognition Fouad Slimane, Slim Kanoun, Jean Hennebert, Rolf Ingold, Adel M. Alimi and Jean Hennebert Part IV: Applications A Robust Word Spotting System for Historical Arabic Manuscripts Mohamed Cheriet and Reza Farrahi Moghaddam Arabic Text recognition using a Script-Independent Methodology: A Unified HMM-based Approach for Machine-print and Handwritten Text Premkumar Natarajan, Rohit Prasad, Huaigu Cao, Krishna Subramanian, Shirin Saleem, David Belanger, Shiv Vitaladevuni, Matin Kamali and Ehry MacRostie Arabic Handwriting Recognition Using VDHMM and Over-Segmentation Amlan Kundu and Tom Hines Online Arabic Databases and Applications Houcine Boubaker, Abdelkarim Elbaati, Najiba Tagougui, Haikal El Abed, Monji Kherallah and Adel M. Alimi Online Arabic Handwritten Words Recognition Based on HMM and Combination of Online and Offline Features Sherif Abdelazeem, Hesham M. Eraqi and Hany Ahmed Printed Arabic Text Recognition Irfan Ahmed, Sabri A. Mahmoud and Mohammed Tanvir Parvez Handwritten Arabic Word Recognition Using the IFN/ENIT-Database Mario Pechwitz, Haikal El Abed and Volker Margner RWTH OCR: A Large Vocabulary Optical Character Recognition System for Arabic Scripts Philippe Dreuw, David Rybach, Georg Heigold and Hermann Ney Arabic Handwriting Recognition using Bernoulli HMMs Ihab Alkhoury, Adria Gimenez and Alfons Juan Handwritten Farsi Words Recognition Using Hidden Markov Models Puntis Jifroodian and Ching Y. Suen Offline Arabic Handwriting Recognition with Multidimensional Recurrent Neural Networks Alex Graves Application of Fractal Theory in Farsi/Arabic Document Analysis Saeed Mozaffari Multi-Stream Markov Models for Arabic Handwriting Recognition Yousri Kessentini, Thierry Paquet and AbdelMajid Ben Hamadou Towards Distributed Cursive Writing OCR Systems based on the Combination of Complementary Approaches Maher Khemakhem and Abdelfettah Belghith Part III: Evaluation Data Collection and Annotation for Arabic Document Analysis Ilya Zavorin and Eugene Borovikov Arabic Handwriting Recognition Competitions Volker Margner and Haikal El Abed Benchmarking Strategy for Arabic Screen Rendered Word Recognition Fouad Slimane, Slim Kanoun, Jean Hennebert, Rolf Ingold, Adel M. Alimi and Jean Hennebert Part IV: Applications A Robust Word Spotting System for Historical Arabic Manuscripts Mohamed Cheriet and Reza Farrahi Moghaddam Arabic Text recognition using a Script-Independent Methodology: A Unified HMM-based Approach for Machine-print and Handwritten Text Premkumar Natarajan, Rohit Prasad, Huaigu Cao, Krishna Subramanian, Shirin Saleem, David Belanger, Shiv Vitaladevuni, Matin Kamali and Ehry MacRostie Arabic Handwriting Recognition Using VDHMM and Over-Segmentation Amlan Kundu and Tom Hines Online Arabic Databases and Applications Houcine Boubaker, Abdelkarim Elbaati, Najiba Tagougui, Haikal El Abed, Monji Kherallah and Adel M. Alimi Online Arabic Handwritten Words Recognition Based on HMM and Combination of Online and Offline Features Sherif Abdelazeem, Hesham M. Eraqi and Hany Ahmed Part I: Pre-Processing An Assessment of Arabic Handwriting Recognition Technology Sargur N. Srihari and Gregory Ball Layout Analysis of Arabic Script Documents Syed Saqib Bukhari, Faisal Shafait and Thomas M. Breuel A Multi-Stage Approach to Arabic Document Analysis Eugene Borovikov and Ilya Zavorin Pre-Processing Issues in Arabic OCR Zhixin Shi, Srirangaraj Setlur and Venu Govindaraju Segmentation of Ancient Arabic Documents Abdel Belaid and Nazih Ouwayed Features for HMM-Based Arabic Handwritten Word Recognition Systems Laurence Likforman-Sulem, Ramy Al Hajj Mohammad, Chafic Mokbel, Fares Menasri, Anne-Laure Bianne-Bernard and Christopher Kermorvant Part II: Recognition Printed Arabic Text Recognition Irfan Ahmed, Sabri A. Mahmoud and Mohammed Tanvir Parvez Handwritten Arabic Word Recognition Using the IFN/ENIT-Database Mario Pechwitz, Haikal El Abed and Volker Margner RWTH OCR: A Large Vocabulary Optical Character Recognition System for Arabic Scripts Philippe Dreuw, David Rybach, Georg Heigold and Hermann Ney Arabic Handwriting Recognition using Bernoulli HMMs Ihab Alkhoury, Adria Gimenez and Alfons Juan Handwritten Farsi Words Recognition Using Hidden Markov Models Puntis Jifroodian and Ching Y. Suen Offline Arabic Handwriting Recognition with Multidimensional Recurrent Neural Networks Alex Graves Application of Fractal Theory in Farsi/Arabic Document Analysis Saeed Mozaffari Multi-Stream Markov Models for Arabic Handwriting Recognition Yousri Kessentini, Thierry Paquet and AbdelMajid Ben Hamadou Towards Distributed Cursive Writing OCR Systems based on the Combination of Complementary Approaches Maher Khemakhem and Abdelfettah Belghith Part III: Evaluation Data Collection and Annotation for Arabic Document Analysis Ilya Zavorin and Eugene Borovikov Arabic Handwriting Recognition Competitions Volker Margner and Haikal El Abed Benchmarking Strategy for Arabic Screen Rendered Word Recognition Fouad Slimane, Slim Kanoun, Jean Hennebert, Rolf Ingold, Adel M. Alimi and Jean Hennebert Part IV: Applications A Robust Word Spotting System for Historical Arabic Manuscripts Mohamed Cheriet and Reza Farrahi Moghaddam Arabic Text recognition using a Script-Independent Methodology: A Unified HMM-based Approach for Machine-print and Handwritten Text Premkumar Natarajan, Rohit Prasad, Huaigu Cao, Krishna Subramanian, Shirin Saleem, David Belanger, Shiv Vitaladevuni, Matin Kamali and Ehry MacRostie Arabic Handwriting Recognition Using VDHMM and Over-Segmentation Amlan Kundu and Tom Hines Online Arabic Databases and Applications Houcine Boubaker, Abdelkarim Elbaati, Najiba Tagougui, Haikal El Abed, Monji Kherallah and Adel M. Alimi Online Arabic Handwritten Words Recognition Based on HMM and Combination of Online and Offline Features Sherif Abdelazeem, Hesham M. Eraqi and Hany Ahmed Handwritten Arabic Word Recognition Using the IFN/ENIT-Database Mario Pechwitz, Haikal El Abed and Volker Margner RWTH OCR: A Large Vocabulary Optical Character Recognition System for Arabic Scripts Philippe Dreuw, David Rybach, Georg Heigold and Hermann Ney Arabic Handwriting Recognition using Bernoulli HMMs Ihab Alkhoury, Adria Gimenez and Alfons Juan Handwritten Farsi Words Recognition Using Hidden Markov Models Puntis Jifroodian and Ching Y. Suen Offline Arabic Handwriting Recognition with Multidimensional Recurrent Neural Networks Alex Graves Application of Fractal Theory in Farsi/Arabic Document Analysis Saeed Mozaffari Multi-Stream Markov Models for Arabic Handwriting Recognition Yousri Kessentini, Thierry Paquet and AbdelMajid Ben Hamadou Towards Distributed Cursive Writing OCR Systems based on the Combination of Complementary Approaches Maher Khemakhem and Abdelfettah Belghith Part III: Evaluation Data Collection and Annotation for Arabic Document Analysis Ilya Zavorin and Eugene Borovikov Arabic Handwriting Recognition Competitions Volker Margner and Haikal El Abed Benchmarking Strategy for Arabic Screen Rendered Word Recognition Fouad Slimane, Slim Kanoun, Jean Hennebert, Rolf Ingold, Adel M. Alimi and Jean Hennebert Part IV: Applications A Robust Word Spotting System for Historical Arabic Manuscripts Mohamed Cheriet and Reza Farrahi Moghaddam Arabic Text recognition using a Script-Independent Methodology: A Unified HMM-based Approach for Machine-print and Handwritten Text Premkumar Natarajan, Rohit Prasad, Huaigu Cao, Krishna Subramanian, Shirin Saleem, David Belanger, Shiv Vitaladevuni, Matin Kamali and Ehry MacRostie Arabic Handwriting Recognition Using VDHMM and Over-Segmentation Amlan Kundu and Tom Hines Online Arabic Databases and Applications Houcine Boubaker, Abdelkarim Elbaati, Najiba Tagougui, Haikal El Abed, Monji Kherallah and Adel M. Alimi Online Arabic Handwritten Words Recognition Based on HMM and Combination of Online and Offline Features Sherif Abdelazeem, Hesham M. Eraqi and Hany Ahmed Part I: Pre-Processing An Assessment of Arabic Handwriting Recognition Technology Sargur N. Srihari and Gregory Ball Layout Analysis of Arabic Script Documents Syed Saqib Bukhari, Faisal Shafait and Thomas M. Breuel A Multi-Stage Approach to Arabic Document Analysis Eugene Borovikov and Ilya Zavorin Pre-Processing Issues in Arabic OCR Zhixin Shi, Srirangaraj Setlur and Venu Govindaraju Segmentation of Ancient Arabic Documents Abdel Belaid and Nazih Ouwayed Features for HMM-Based Arabic Handwritten Word Recognition Systems Laurence Likforman-Sulem, Ramy Al Hajj Mohammad, Chafic Mokbel, Fares Menasri, Anne-Laure Bianne-Bernard and Christopher Kermorvant Part II: Recognition Printed Arabic Text Recognition Irfan Ahmed, Sabri A. Mahmoud and Mohammed Tanvir Parvez Handwritten Arabic Word Recognition Using the IFN/ENIT-Database Mario Pechwitz, Haikal El Abed and Volker Margner RWTH OCR: A Large Vocabulary Optical Character Recognition System for Arabic Scripts Philippe Dreuw, David Rybach, Georg Heigold and Hermann Ney Arabic Handwriting Recognition using Bernoulli HMMs Ihab Alkhoury, Adria Gimenez and Alfons Juan Handwritten Farsi Words Recognition Using Hidden Markov Models Puntis Jifroodian and Ching Y. Suen Offline Arabic Handwriting Recognition with Multidimensional Recurrent Neural Networks Alex Graves Application of Fractal Theory in Farsi/Arabic Document Analysis Saeed Mozaffari Multi-Stream Markov Models for Arabic Handwriting Recognition Yousri Kessentini, Thierry Paquet and AbdelMajid Ben Hamadou Towards Distributed Cursive Writing OCR Systems based on the Combination of Complementary Approaches Maher Khemakhem and Abdelfettah Belghith Part III: Evaluation Data Collection and Annotation for Arabic Document Analysis Ilya Zavorin and Eugene Borovikov Arabic Handwriting Recognition Competitions Volker Margner and Haikal El Abed Benchmarking Strategy for Arabic Screen Rendered Word Recognition Fouad Slimane, Slim Kanoun, Jean Hennebert, Rolf Ingold, Adel M. Alimi and Jean Hennebert Part IV: Applications A Robust Word Spotting System for Historical Arabic Manuscripts Mohamed Cheriet and Reza Farrahi Moghaddam Arabic Text recognition using a Script-Independent Methodology: A Unified HMM-based Approach for Machine-print and Handwritten Text Premkumar Natarajan, Rohit Prasad, Huaigu Cao, Krishna Subramanian, Shirin Saleem, David Belanger, Shiv Vitaladevuni, Matin Kamali and Ehry MacRostie Arabic Handwriting Recognition Using VDHMM and Over-Segmentation Amlan Kundu and Tom Hines Online Arabic Databases and Applications Houcine Boubaker, Abdelkarim Elbaati, Najiba Tagougui, Haikal El Abed, Monji Kherallah and Adel M. Alimi Online Arabic Handwritten Words Recognition Based on HMM and Combination of Online and Offline Features Sherif Abdelazeem, Hesham M. Eraqi and Hany Ahmed RWTH OCR: A Large Vocabulary Optical Character Recognition System for Arabic Scripts Philippe Dreuw, David Rybach, Georg Heigold and Hermann Ney Arabic Handwriting Recognition using Bernoulli HMMs Ihab Alkhoury, Adria Gimenez and Alfons Juan Handwritten Farsi Words Recognition Using Hidden Markov Models Puntis Jifroodian and Ching Y. Suen Offline Arabic Handwriting Recognition with Multidimensional Recurrent Neural Networks Alex Graves Application of Fractal Theory in Farsi/Arabic Document Analysis Saeed Mozaffari Multi-Stream Markov Models for Arabic Handwriting Recognition Yousri Kessentini, Thierry Paquet and AbdelMajid Ben Hamadou Towards Distributed Cursive Writing OCR Systems based on the Combination of Complementary Approaches Maher Khemakhem and Abdelfettah Belghith Part III: Evaluation Data Collection and Annotation for Arabic Document Analysis Ilya Zavorin and Eugene Borovikov Arabic Handwriting Recognition Competitions Volker Margner and Haikal El Abed Benchmarking Strategy for Arabic Screen Rendered Word Recognition Fouad Slimane, Slim Kanoun, Jean Hennebert, Rolf Ingold, Adel M. Alimi and Jean Hennebert Part IV: Applications A Robust Word Spotting System for Historical Arabic Manuscripts Mohamed Cheriet and Reza Farrahi Moghaddam Arabic Text recognition using a Script-Independent Methodology: A Unified HMM-based Approach for Machine-print and Handwritten Text Premkumar Natarajan, Rohit Prasad, Huaigu Cao, Krishna Subramanian, Shirin Saleem, David Belanger, Shiv Vitaladevuni, Matin Kamali and Ehry MacRostie Arabic Handwriting Recognition Using VDHMM and Over-Segmentation Amlan Kundu and Tom Hines Online Arabic Databases and Applications Houcine Boubaker, Abdelkarim Elbaati, Najiba Tagougui, Haikal El Abed, Monji Kherallah and Adel M. Alimi Online Arabic Handwritten Words Recognition Based on HMM and Combination of Online and Offline Features Sherif Abdelazeem, Hesham M. Eraqi and Hany Ahmed Part I: Pre-Processing An Assessment of Arabic Handwriting Recognition Technology Sargur N. Srihari and Gregory Ball Layout Analysis of Arabic Script Documents Syed Saqib Bukhari, Faisal Shafait and Thomas M. Breuel A Multi-Stage Approach to Arabic Document Analysis Eugene Borovikov and Ilya Zavorin Pre-Processing Issues in Arabic OCR Zhixin Shi, Srirangaraj Setlur and Venu Govindaraju Segmentation of Ancient Arabic Documents Abdel Belaid and Nazih Ouwayed Features for HMM-Based Arabic Handwritten Word Recognition Systems Laurence Likforman-Sulem, Ramy Al Hajj Mohammad, Chafic Mokbel, Fares Menasri, Anne-Laure Bianne-Bernard and Christopher Kermorvant Part II: Recognition Printed Arabic Text Recognition Irfan Ahmed, Sabri A. Mahmoud and Mohammed Tanvir Parvez Handwritten Arabic Word Recognition Using the IFN/ENIT-Database Mario Pechwitz, Haikal El Abed and Volker Margner RWTH OCR: A Large Vocabulary Optical Character Recognition System for Arabic Scripts Philippe Dreuw, David Rybach, Georg Heigold and Hermann Ney Arabic Handwriting Recognition using Bernoulli HMMs Ihab Alkhoury, Adria Gimenez and Alfons Juan Handwritten Farsi Words Recognition Using Hidden Markov Models Puntis Jifroodian and Ching Y. Suen Offline Arabic Handwriting Recognition with Multidimensional Recurrent Neural NetworksAlex Graves Application of Fractal Theory in Farsi/Arabic Document Analysis Saeed Mozaffari Multi-Stream Markov Models for Arabic Handwriting Recognition Yousri Kessentini, Thierry Paquet and AbdelMajid Ben Hamadou Towards Distributed Cursive Writing OCR Systems based on the Combination of Complementary Approaches Maher Khemakhem and Abdelfettah Belghith Part III: Evaluation Data Collection and Annotation for Arabic Document Analysis Ilya Zavorin and Eugene Borovikov Arabic Handwriting Recognition Competitions Volker Margner and Haikal El Abed Benchmarking Strategy for Arabic Screen Rendered Word Recognition Fouad Slimane, Slim Kanoun, Jean Hennebert, Rolf Ingold, Adel M. Alimi and Jean Hennebert Part IV: Applications A Robust Word Spotting System for Historical Arabic Manuscripts Mohamed Cheriet and Reza Farrahi Moghaddam Arabic Text recognition using a Script-Independent Methodology: A Unified HMM-based Approach for Machine-print and Handwritten Text Premkumar Natarajan, Rohit Prasad, Huaigu Cao, Krishna Subramanian, Shirin Saleem, David Belanger, Shiv Vitaladevuni, Matin Kamali and Ehry MacRostie Arabic Handwriting Recognition Using VDHMM and Over-Segmentation Amlan Kundu and Tom Hines Online Arabic Databases and Applications Houcine Boubaker, Abdelkarim Elbaati, Najiba Tagougui, Haikal El Abed, Monji Kherallah and Adel M. Alimi Online Arabic Handwritten Words Recognition Based on HMM and Combination of Online and Offline Features Sherif Abdelazeem, Hesham M. Eraqi and Hany Ahmed Arabic Handwriting Recognition using Bernoulli HMMs Ihab Alkhoury, Adria Gimenez and Alfons Juan Handwritten Farsi Words Recognition Using Hidden Markov Models Puntis Jifroodian and Ching Y. Suen Offline Arabic Handwriting Recognition with Multidimensional R
ISBN: 9781447140719
ISBN-10: 1447140710
Published: 4th July 2012
Format: Hardcover
Language: English
Number of Pages: 612
Audience: Professional and Scholarly
Publisher: Springer Nature B.V.
Country of Publication: GB
Dimensions (cm): 24.0 x 16.4 x 2.9
Weight (kg): 1.07
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This product is categorised by
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