Journal ArticleDOI
Performance analysis of character segmentation approach for cursive script recognition on benchmark database
Amjad Rehman,Tanzila Saba +1 more
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TLDR
This paper analyzes the improved performance of the proposed character segmentation algorithm in comparison to others presented in the literature from accuracy and computational complexity points of view and concludes that proposed approach enhances the cursive script segmentation accuracy with minimum computational complexity.About:
This article is published in Digital Signal Processing.The article was published on 2011-05-01. It has received 53 citations till now. The article focuses on the topics: Scale-space segmentation & Segmentation-based object categorization.read more
Citations
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Journal ArticleDOI
Medical Image Segmentation Methods, Algorithms, and Applications
Alireza Norouzi,Mohd Shafry Mohd Rahim,Ayman Altameem,Tanzila Saba,Abdolvahab Ehsani Rad,Amjad Rehman,Mueen Uddin +6 more
TL;DR: The latest segmentation methods applied in medical image analysis are described and the advantages and disadvantages of each method are described besides examination of each algorithm with its application in Magnetic Resonance Imaging and Computed Tomography image analysis.
Journal ArticleDOI
Neural networks for document image preprocessing: state of the art
Amjad Rehman,Tanzila Saba +1 more
TL;DR: Cl clusters, summarize, interpret and evaluate neural networks in document Image preprocessing, and the importance of the learning algorithms in neural networks training and testing for preprocessing is highlighted.
Journal ArticleDOI
Implications of E-learning systems and self-efficiency on students outcomes: a model approach
TL;DR: The results indicated that system quality, information quality, and computer self-efficacy all affected system use, user satisfaction, and self-managed learning behavior of students.
Journal ArticleDOI
Computer-assisted brain tumor type discrimination using magnetic resonance imaging features.
TL;DR: A comprehensive review of recent research on brain tumors multiclass classification using MRI is provided and a set of recommendations for researchers and professionals working in the area of brain tumors classification is provided.
Journal ArticleDOI
Methods and strategies on off-line cursive touched characters segmentation: a directional review
TL;DR: This paper is the first survey that focuses on touched character segmentation and provides segmentation rates, descriptions of the test data for the approaches discussed, and the main trends in the field of touched character segmentsation.
References
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Journal ArticleDOI
A database for handwritten text recognition research
TL;DR: An image database for handwritten text recognition research is described that contains digital images of approximately 5000 city names, 5000 state names, 10000 ZIP Codes, and 50000 alphanumeric characters to overcome the limitations of earlier databases.
Journal ArticleDOI
The IAM-database: an English sentence database for offline handwriting recognition
Urs-Viktor Marti,Horst Bunke +1 more
TL;DR: A database that consists of handwritten English sentences based on the Lancaster-Oslo/Bergen corpus, which is expected that the database would be particularly useful for recognition tasks where linguistic knowledge beyond the lexicon level is used.
Journal ArticleDOI
A survey of methods and strategies in character segmentation
R.G. Casey,Eric Lecolinet +1 more
TL;DR: H holistic approaches that avoid segmentation by recognizing entire character strings as units are described, including methods that partition the input image into subimages, which are then classified.
Journal ArticleDOI
Optical character recognition for cursive handwriting
TL;DR: A new analytic scheme, which uses a sequence of image segmentation and recognition algorithms, is proposed for the off-line cursive handwriting recognition problem and indicates higher recognition rates compared to the available methods reported in the literature.
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Methods and strategies on off-line cursive touched characters segmentation: a directional review
Document skew estimation and correction: analysis of techniques, common problems and possible solutions
Amjad Rehman,Tanzila Saba +1 more