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Document Analysis And Classification Based On Passing Window [PDF]
Journal of Advances in Computer Engineering and Technology, 2020 In this paper we present Document analysis and classification system to segment and classify contents of Arabic document images. This system includes preprocessing, document segmentation, feature extraction and document classification.
ZAHER BAMASOOD
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Analysis of Hyperspectral Data to Develop an Approach for Document Images
Sensors, 2023 Hyperspectral data analysis is being utilized as an effective and compelling tool for image processing, providing unprecedented levels of information and insights for various applications.
Zainab Zaman +2 more
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Office Documents Classification under Limited Sample. A Case of Table Detection Inside Court Files
Journal of Information and Organizational Sciences, 2022 Deep convolutional neural networks (CNNs) became an industry standard in image processing. However, in order to keep their high efficiency, a large annotated sample is required in the case of supervised learning.
Paweł Baranowski, Adrian Stepniak
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Utilizing image and caption information for biomedical document classification [PDF]
Bioinformatics, 2021 Abstract Motivation Biomedical research findings are typically disseminated through publications. To simplify access to domain-specific knowledge while supporting the research community, several biomedical databases devote significant effort to manual curation of the literature—a labor intensive ...
Pengyuan Li 0001 +9 more
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Analyzing the potential of active learning for document image classification
International Journal on Document Analysis and Recognition (IJDAR), 2022 Abstract Deep learning has been extensively researched in the field of document analysis and has shown excellent performance across a wide range of document-related tasks. As a result, a great deal of emphasis is now being placed on its practical deployment and integration into modern industrial document ...
Saifullah Saifullah +3 more
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PHTI: Pashto Handwritten Text Imagebase for Deep Learning Applications
IEEE Access, 2022 Document Image Analysis (DIA) is one of the research areas of Artificial Intelligence (AI) that converts document images into machine-readable codes. In DIA systems, Optical Character Recognition (OCR) plays a key role in digitizing document images.
Ibrar Hussain +5 more
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BANGLA HANDWRITTEN CHARACTER RECOGNITION USING CONVOLUTION NEURAL NETWORK
ICTACT Journal on Soft Computing, 2022 Since, last one-decade, numerous deep learning models have been designed to resolve handwritten character recognition task in languages, namely, English, Chinese, Arabic, Japanese and Russian.
Shankha De, Arpana Rawal
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Tool for Parsing Important Data from Web Pages
Applied Sciences, 2022 This paper discusses the tool for the main text and image extraction (extracting and parsing the important data) from a web document. This paper describes our proposed algorithm based on the Document Object Model (DOM) and natural language processing ...
Martina Radilova +4 more
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Semantic Document Image Classification Based on Valuable Text Pattern [PDF]
Journal of Intelligent Procedures in Electrical Technology, 2011 Knowledge extraction from detected document image is a complex problem in the field of information technology. This problem becomes more intricate when we know, a negligible percentage of the detected document images are valuable.
Hossein Pourghassem +2 more
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Page Layout Analysis of the Document Image Based on the Region Classification in a Decision Hierarchical Structure [PDF]
Journal of Intelligent Procedures in Electrical Technology, 2010 The conversion of document image to its electronic version is a very important problem in the saving, searching and retrieval application in the official automation system. For this purpose, analysis of the document image is necessary.
Hossein Pourghassem
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