Search Results - "Dinstein, Itshak"
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Statistical mixture model for documents skew angle estimation
Published in Pattern recognition letters (15-10-2011)“…► In this paper we present a novel approach for detecting the skew of document images. ► The proposed method is based on a special statistical mixture model. ►…”
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New maximum likelihood motion estimation schemes for noisy ultrasound images
Published in Pattern recognition (01-02-2002)“…When performing block-matching based motion estimation with the ML estimator, one would try to match blocks from the two images, within a predefined search…”
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Evolution maps and applications
Published in PeerJ. Computer science (06-01-2016)“…Common tasks in document analysis, such as binarization, line extraction etc., are still considered difficult for highly degraded text documents. Having…”
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Adaptive shape prior for recognition and variational segmentation of degraded historical characters
Published in Pattern recognition (01-12-2009)“…We propose a variational method for model based segmentation of gray-scale images of highly degraded historical documents. Given a training set of characters…”
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Binarization, character extraction, and writer identification of historical Hebrew calligraphy documents
Published in International journal on document analysis and recognition (01-04-2007)Get full text
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A comparative study of neural network based feature extraction paradigms
Published in Pattern recognition letters (1999)“…The projection maps and derived classification accuracies of a neural network (NN) implementation of Sammon's mapping, an auto-associative NN (AANN) and a…”
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Fast and Accurate Skew Estimation Based on Distance Transform
Published in 2008 The Eighth IAPR International Workshop on Document Analysis Systems (01-09-2008)“…Document skew estimation is an important step in the process of document analysis. In this paper we discuss the properties of the distance transform of…”
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Regulated morphological operations
Published in Pattern recognition (1999)“…In this paper regulated morphological operations are defined by extending the fitting interpretation of the ordinary morphological operations. The defined…”
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Evolution Maps for Connected Components in Text Documents
Published in 2012 International Conference on Frontiers in Handwriting Recognition (01-09-2012)“…For highly degraded text documents, common tasks such as binarization and line extraction, remain difficult tasks. Equipped with a reliable information…”
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Occluded Character Restoration Using Active Contour with Shape Priors
Published in 2012 International Conference on Frontiers in Handwriting Recognition (01-09-2012)“…Broken or partially visible characters is common phenomenon in historical documents. It stems from various factors, such as overlaid text or degradation…”
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A Coarse-to-Fine Approach for Layout Analysis of Ancient Manuscripts
Published in 2014 14th International Conference on Frontiers in Handwriting Recognition (01-09-2014)“…Many applications along the manuscript analysis pipeline rely on the accuracy of pre-processing steps. Perfectly detecting the main text area in ancient…”
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Conference Proceeding -
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WebGT: An Interactive Web-Based System for Historical Document Ground Truth Generation
Published in 2013 12th International Conference on Document Analysis and Recognition (01-08-2013)“…We present WebGT, the first web-based system to help users produce ground truth data for document images. This user-friendly software system helps historians…”
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Conference Proceeding -
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Aligning transcript of historical documents using energy minimization
Published in 2015 13th International Conference on Document Analysis and Recognition (ICDAR) (01-08-2015)“…An ongoing considerable effort for digitizing historical manuscripts has produced images of original manuscripts, some accompanied by transcripts. Aligning the…”
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Conference Proceeding -
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Line Segmentation for Degraded Handwritten Historical Documents
Published in 2009 10th International Conference on Document Analysis and Recognition (01-07-2009)“…We propose a novel approach for text line segmentation based on adaptive local projection profiles. Our algorithm is suitable for degraded documents with text…”
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Conference Proceeding -
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Text Line Detection in Corrupted and Damaged Historical Manuscripts
Published in 2013 12th International Conference on Document Analysis and Recognition (01-08-2013)“…Most of the algorithms proposed for text line detection are designed to process binary images as input. For severely degraded documents, binarization often…”
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Conference Proceeding -
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Geometric separation of partially overlapping nonrigid objects applied to automatic chromosome classification
Published in IEEE transactions on pattern analysis and machine intelligence (01-11-1997)“…A common task in cytogenetic tests is the classification of human chromosomes. Successful separation between touching and overlapping chromosomes in a…”
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Scaled Healing Assessment Index: a novel method for measuring the degree of wound bed preparation
Published in Skin research and technology (01-08-2007)“…The color of a wound bed reflects its degree of 'cleanness' and serves as an indicator in evaluating the progression of wounds toward healing. We were aiming…”
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Case Study in Hebrew Character Searching
Published in 2011 International Conference on Document Analysis and Recognition (01-09-2011)“…Searching for a letter or a word in historical documents is a practical challenge due to the various degradations present in such documents and the wide…”
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Average Walsh Power Spectrum for Periodic Signals
Published in IEEE transactions on electromagnetic compatibility (01-11-1981)“…A circular shift-invariant Walsh power spectrum for deterministic periodic sequences is defined. For a sequence with period N, the power spectrum is the…”
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