Incremental Support Vector Machines For Handwritten Arabic Character Recognition

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Incremental support vector machines for handwritten Arabic ...

    https://www.researchgate.net/publication/224749258_Incremental_support_vector_machines_for_handwritten_Arabic_character_recognition
    In this paper, the use of support vector machines (SVM) for handwritten Arabic character recognition is studied. SVMs are based on structural risk minimization, which tries to maximize the...

Performance Comparison of SVM and ANN for Handwritten ...

    https://medium.com/@kiaorahao/performance-comparison-of-svm-and-ann-for-handwritten-character-recognition-8043260c9202
    Jun 26, 2018 · Support Vector Machines(SVM) and Artificial Neural Networks(ANN) are among the most popular methods applied in various kind of pattern recognition. It is never an easy task for a machine …Author: Harry Zheng

Offline Arabic Handwritten Isolated Character Recognition ...

    https://meu.edu.jo/libraryTheses/590421e79c4de_1.pdf
    Offline Arabic Handwritten Isolated Character Recognition System Using Support vector Machine and Neural Network Prepared by Mohamed Anas Hussein Al-Jubouri Supervisor Dr.Hesham Abusaimeh Abstract Nowadays and because of the high expanses in technologies, a need to recognize a

Offline Isolated Arabic Handwriting Character Recognition ...

    https://www.researchgate.net/profile/Mustafa_Kadhm/publication/332683684_Offline_Isolated_Arabic_Handwriting_Character_Recognition_System_Based_on_SVM/links/5cc31841a6fdcc1d49b20b67/Offline-Isolated-Arabic-Handwriting-Character-Recognition-System-Based-on-SVM.pdf
    Offline Isolated Arabic Handwriting Character Recognition System Based on SVM ... Although half of the dataset used for training the Support Vector Machine (SVM) and the second half used for ...

Handwritten digit Recognition using Support Vector Machine

    https://www.semanticscholar.org/paper/Handwritten-digit-Recognition-using-Support-Vector-Sharma/28df5c2c14b0f65f769b22d7356402e3e5f9138e
    Then the SVM is used to estimate global correlations and classify the pattern. Support Vector Machine (SVM) is an alternative to NN. In Handwritten recognition, SVM gives a better recognition result. The aim of this paper is to develop an approach which improve the efficiency of handwritten recognition using artificial neural network

Investigation on deep learning for off-line handwritten ...

    https://www.sciencedirect.com/science/article/pii/S138904171730147X
    Handwritten character recognition is a system widely used in the modern world and it is still an important challenge. Traditional machine-learning techniques require careful engineering and considerable domain expertise to transform raw data into a feature vector from which the classifier could classify the input pattern.Cited by: 10

An Improved Arabic Handwritten Recognition System using ...

    https://www.researchgate.net/publication/303292524_An_Improved_Arabic_Handwritten_Recognition_System_using_Deep_Support_Vector_Machines
    Request PDF On Apr 1, 2016, Mohamed Elleuch and others published An Improved Arabic Handwritten Recognition System using Deep Support Vector Machines Find, read and …

The Study of Handwriting Character Recognition (HCR) and ...

    https://pdfs.semanticscholar.org/19d2/3fe35a8192ddc219f7f14f4b699eae19cc8c.pdf
    The Study of Handwriting Character Recognition (HCR) and Support Vector Machine (SVM) Dewi Nasien Department of Modeling and Industrial Computing Faculty of Computer Science and Information Systems Universiti Teknologi Malaysia 81310 UTM Skudai, Johor Bahru, Malaysia [email protected] Habibollah Haron Department of Modeling and

Persian Handwritten Digit Recognition using Support Vector ...

    https://www.researchgate.net/publication/258493810_Persian_Handwritten_Digit_Recognition_using_Support_Vector_Machines
    Persian Handwritten Digit Recognition using Support Vector Machines. ... Persian Handwritten Digit Recognition using ... A lot of research has been done in handwritten character recognition and ...

Incremental support vector machines for handwritten Arabic ...

    https://www.researchgate.net/publication/224749258_Incremental_support_vector_machines_for_handwritten_Arabic_character_recognition
    In this paper, the use of support vector machines (SVM) for handwritten Arabic character recognition is studied. SVMs are based on structural risk minimization, which tries to maximize the ...

Performance Comparison of SVM and ANN for Handwritten ...

    https://medium.com/@kiaorahao/performance-comparison-of-svm-and-ann-for-handwritten-character-recognition-8043260c9202
    Jun 26, 2018 · Support Vector Machines(SVM) and Artificial Neural Networks(ANN) are among the most popular methods applied in various kind of pattern recognition. It is never an easy task for a machine …Author: Harry Zheng

Arabic Handwritten Characters Recognition Using Support ...

    https://csce.ucmss.com/cr/books/2018/LFS/CSREA2018/IPC3188.pdf
    Arabic handwritten recognition. There is a need to conduct more research studies to support Arabic language. The lack of a reliable Arabic handwritten OCR system is a major concern. It should be noted that Arabic handwritten OCR system is vitally important since it is a great tool to convert Arabic printed documents to electronic media.

Offline Arabic Handwritten Isolated Character Recognition ...

    https://meu.edu.jo/libraryTheses/590421e79c4de_1.pdf
    Offline Arabic Handwritten Isolated Character Recognition System Using Support vector Machine and Neural Network Prepared by Mohamed Anas Hussein Al-Jubouri Supervisor Dr.Hesham Abusaimeh Abstract Nowadays and because of the high expanses in technologies, a need to recognize a

Handwritten Arabic Numeral Character Recognition Using ...

    https://kinetik.umm.ac.id/index.php/kinetik/article/view/724
    Handwritten recognition is how computer can identify a handwritten character or letter from a document, an image or another source. Recently, many devices provide a feature using handwritten as an input such as laptops, smartphones, and others, affecting handwritten recognition …Author: Muhammad Athoillah, Rani Kurnia Putri

Offline Isolated Arabic Handwriting Character Recognition ...

    https://www.researchgate.net/profile/Mustafa_Kadhm/publication/332683684_Offline_Isolated_Arabic_Handwriting_Character_Recognition_System_Based_on_SVM/links/5cc31841a6fdcc1d49b20b67/Offline-Isolated-Arabic-Handwriting-Character-Recognition-System-Based-on-SVM.pdf
    Offline Isolated Arabic Handwriting Character Recognition System Based on SVM ... Although half of the dataset used for training the Support Vector Machine (SVM) and the second half used for ...

Handwritten digit Recognition using Support Vector Machine

    https://www.semanticscholar.org/paper/Handwritten-digit-Recognition-using-Support-Vector-Sharma/28df5c2c14b0f65f769b22d7356402e3e5f9138e
    Then the SVM is used to estimate global correlations and classify the pattern. Support Vector Machine (SVM) is an alternative to NN. In Handwritten recognition, SVM gives a better recognition result. The aim of this paper is to develop an approach which improve the efficiency of handwritten recognition using artificial neural network

Incremental support vector machines for handwritten Arabic ...

    https://www.researchgate.net/publication/224749258_Incremental_support_vector_machines_for_handwritten_Arabic_character_recognition
    In this paper, the use of support vector machines (SVM) for handwritten Arabic character recognition is studied. SVMs are based on structural risk minimization, which tries to maximize the...

Offline Arabic Handwritten Isolated Character Recognition ...

    https://meu.edu.jo/libraryTheses/59eb0df6884ab_1.pdf
    Offline Arabic Handwritten Isolated Character Recognition System Using Support vector Machine and Neural Network Prepared by Mohamed Anas Hussein Al-Jubouri Supervisor Dr.Hesham Abusaimeh Abstract Nowadays and because of the high expanses in technologies, a need to recognize a

Application of Support Vector Machines for Recognition of ...

    https://pdfs.semanticscholar.org/d370/8948a7efb2ef007c4a6e80948bc7a0d164b7.pdf
    Application of Support Vector Machines for Recognition of Handwritten Arabic/Persian Digits Javad Sadri Ching Y. Suen Tien D. Bui Centre for Pattern Recognition and Machine Intelligence (CENP ARMI) Department of Computer Science, Concordia University Suite GM 606,1455 de Maisonneuve Blvd. West, Montreal, Quebec, Canada H3G 1M8

Handwritten Arabic Text Recognition using Principal ...

    https://thesai.org/Downloads/Volume10No12/Paper_27-Handwritten_Arabic_Text_Recognition.pdf
    Handwritten Arabic Text Recognition using Principal Component Analysis and Support Vector Machines Faisal Al-Saqqar1, Mofleh 4Al-Diabat3, Mesbah Aloun Department of Computer Science Al al-Bayt University, Mafraq, Jordan Atallah. 2M AL-Shatnawi Department of Information Systems Al al-Bayt University, Mafraq, Jordan

Arabic Handwritten Characters Recognition Using Support ...

    https://csce.ucmss.com/cr/books/2018/LFS/CSREA2018/IPC3188.pdf
    Arabic handwritten recognition. There is a need to conduct more research studies to support Arabic language. The lack of a reliable Arabic handwritten OCR system is a major concern. It should be noted that Arabic handwritten OCR system is vitally important since it is a great tool to convert Arabic printed documents to electronic media.

(PDF) Handwritten Arabic word recognition based on ...

    https://www.researchgate.net/publication/224255416_Handwritten_Arabic_word_recognition_based_on_Ridgelet_transform_and_support_vector_machines
    Nemmour and Chibani [16] described that the handwritten Arabic word recognition based on Ridgelet transform and support vector machines. The technique describes the concept of Ridgelets in ...

(PDF) Online Handwritten Character Recognition of ...

    https://www.researchgate.net/publication/228382550_Online_Handwritten_Character_Recognition_of_Devanagari_and_Telugu_Characters_using_Support_Vector_Machines
    In this paper, the use of support vector machines (SVM) for handwritten Arabic character recognition is studied. SVMs are based on structural risk minimization, which tries to maximize the...

Support Vector Machine (SVM) for English Handwritten ...

    https://www.researchgate.net/publication/232657397_Support_Vector_Machine_SVM_for_English_Handwritten_Character_Recognition
    Request PDF Support Vector Machine (SVM) for English Handwritten Character Recognition This paper proposes a recognition model for English handwritten (lowercase, uppercase and letter ...

Offline Isolated Arabic Handwriting Character Recognition ...

    https://www.researchgate.net/profile/Mustafa_Kadhm/publication/332683684_Offline_Isolated_Arabic_Handwriting_Character_Recognition_System_Based_on_SVM/links/5cc31841a6fdcc1d49b20b67/Offline-Isolated-Arabic-Handwriting-Character-Recognition-System-Based-on-SVM.pdf
    Offline Isolated Arabic Handwriting Character Recognition System Based on SVM ... Although half of the dataset used for training the Support Vector Machine (SVM) and the second half used for ...

Incremental support vector machines for handwritten Arabic ...

    https://www.researchgate.net/publication/224749258_Incremental_support_vector_machines_for_handwritten_Arabic_character_recognition
    In this paper, the use of support vector machines (SVM) for handwritten Arabic character recognition is studied. SVMs are based on structural risk minimization, which tries to maximize the ...

Support Vector Machine Learning MNIST Handwritten Digits ...

    https://www.youtube.com/watch?v=s8q_OQBJpwU
    Sep 18, 2017 · Learn how to use Support Vector Machines (SVM) to classify handwritten digits from the MNIST database. This is a powerful machine learning technique which …

Application of Support Vector Machines for Recognition of ...

    https://pdfs.semanticscholar.org/d370/8948a7efb2ef007c4a6e80948bc7a0d164b7.pdf
    Application of Support Vector Machines for Recognition of Handwritten Arabic/Persian Digits Javad Sadri Ching Y. Suen Tien D. Bui Centre for Pattern Recognition and Machine Intelligence (CENP ARMI) Department of Computer Science, Concordia University Suite GM 606,1455 de Maisonneuve Blvd. West, Montreal, Quebec, Canada H3G 1M8

Handwritten digit Recognition using Support Vector Machine

    https://arxiv.org/pdf/1203.3847
    1 Handwritten digit Recognition using Support Vector Machine Anshuman Sharma ([email protected]) Abstract: Handwritten Numeral recognition plays a vital role in postal automation services especially in countries like India where multiple languages and scripts are used Discrete Hidden Markov Model (HMM)Cited by: 4

OPTICAL CHARACTER RECOGNITION SYSTEM USING …

    http://www12.tuiasi.ro/users/103/F2_2012_2_Tautu.pdf
    to reduce the processing time of the image which contains the handwritten characters. For character recognition, support vector machines are used, which are known for their high degree of accuracy, a result which can also be observed from the test scenarios. Key words: optical character recognition, support vector machines, image segmentation.

[PDF] Real Time Handwritten Marathi Numerals Recognition ...

    https://www.semanticscholar.org/paper/Real-Time-Handwritten-Marathi-Numerals-Recognition-Patil-Sinha/b1b53aaf63c2a0d0ea980dad2dcd65bd8949604c
    Character recognition is an important task in biometrics. This paper uses neural network for real time handwritten Marathi numerals recognition. We have taken 150 online Marathi numerals written in different styles by 10 different persons. Out of these, 50 numerals were used for training purpose and another 100 numerals were used for recognition purpose. The numerals undergo the preprocessing ...

The Study of Handwriting Character Recognition (HCR) and ...

    https://pdfs.semanticscholar.org/19d2/3fe35a8192ddc219f7f14f4b699eae19cc8c.pdf
    Character recognition is a subset of handwriting recognition. Character can be in the format of handwritten or printed. Recognition of handwritten characters by computer is a serious problem because there are a many variety of writing styles, character shapes written by different individuals. It makes reading difficult for humans.

(PDF) Online Handwritten Character Recognition of ...

    https://www.researchgate.net/publication/228382550_Online_Handwritten_Character_Recognition_of_Devanagari_and_Telugu_Characters_using_Support_Vector_Machines
    Online handwritten character recognition is in trend for research due to a rapid growth of handheld devices. The authors have compared Support Vector Machine (SVM) with linear, polynomial, and ...

Persian Handwritten Digit Recognition using Support Vector ...

    https://research.ijcaonline.org/volume29/number12/pxc3875193.pdf
    Classification, pattern recognition, handwritten digit, optical character recognition, performance Keywords Box approach, Discrete Fourier Transform coefficients, Support vector machines, Gaussian kernel 1. INTRODUCTION Nowadays, recognition systems are used in many fields that have different nature. The optical character recognition (OCR) was ...

Incremental support vector machines for handwritten Arabic ...

    https://www.researchgate.net/publication/224749258_Incremental_support_vector_machines_for_handwritten_Arabic_character_recognition
    In this paper, the use of support vector machines (SVM) for handwritten Arabic character recognition is studied. SVMs are based on structural risk minimization, which tries to maximize the ...

QuickStroke: An Incremental On-Line Chinese Handwriting ...

    https://www.researchgate.net/publication/220928461_QuickStroke_An_Incremental_On-Line_Chinese_Handwriting_Recognition_System
    This paper presents QuickStroke: a system for the incremental recognition of handwritten Chinese characters. Only a few strokes of an ideogram need to be entered in order for a character to be ...

Inverse matrix-free incremental proximal support vector ...

    https://dl.acm.org/doi/10.1016/j.dss.2012.02.007
    Traditional Support Vector Machines (SVMs) based learners are commonly regarded as strong classifiers for many learning tasks. ... Home Browse by Title Periodicals Decision Support Systems Vol. 53, No. 3 Inverse matrix-free incremental proximal support vector machine ...

[PDF] Real Time Handwritten Marathi Numerals Recognition ...

    https://www.semanticscholar.org/paper/Real-Time-Handwritten-Marathi-Numerals-Recognition-Patil-Sinha/b1b53aaf63c2a0d0ea980dad2dcd65bd8949604c
    Character recognition is an important task in biometrics. This paper uses neural network for real time handwritten Marathi numerals recognition. We have taken 150 online Marathi numerals written in different styles by 10 different persons. Out of these, 50 numerals were used for training purpose and another 100 numerals were used for recognition purpose. The numerals undergo the preprocessing ...

Inverse matrix-free incremental proximal support vector ...

    https://dl.acm.org/citation.cfm?id=2305632
    We're upgrading the ACM DL, and would like your input. Please sign up to review new features, functionality and page designs.Cited by: 5

Arabic Handwritten Alphanumeric Character Recognition ...

    https://www.mdpi.com/2078-2489/8/3/105/html
    Elleuch et al. suggested an offline Arabic handwritten character recognition system using a Convolutional Neural Network (CNN) for extracting features information from the raw images and a Support Vector Machine (SVM) functions as the recognizer. This system was evaluated using the HACDB database, and the result was an accuracy of 94.17%.Cited by: 5

Inverse matrix-free incremental proximal support vector ...

    https://www.deepdyve.com/lp/elsevier/inverse-matrix-free-incremental-proximal-support-vector-machine-LJllfcnVNZ
    Jun 01, 2012 · Read "Inverse matrix-free incremental proximal support vector machine, Decision Support Systems" on DeepDyve, the largest online rental service for scholarly research with thousands of academic publications available at your fingertips.

Handwritten Devanagari Character Recognition using ...

    http://scialert.net/fulltext/?doi=jai.2011.55.62
    Support vector machines have also been observed to achieve reasonable generalization accuracy, especially in implementations of handwritten digit recognition (Bin et al., 2000) and character recognition in Roman (Bahlmann et al., 2004), Thai (Sanguansat et al., 2004) and Arabic (Bentounsi and Batouche, 2004) scripts. We have also attempted ...

Inverse matrix-free incremental proximal support vector ...

    https://www.sciencedirect.com/science/article/pii/S0167923612000656#!
    H. Bentounsi, M. BatoucheIncremental support vector machines for handwritten arabic character recognition. Proceedings of the 1st International Conference on Information and Communication Technologies: From Theory to Applications (2004), pp. 477-478. Google Scholar.



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