Search Results - "Dinstein, Its’hak"
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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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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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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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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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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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Optimal polygonal approximation of digital curves
Published in Pattern recognition (1995)“…An algorithm for optimal polygonal approximation is presented. Given a value for the maximal allowed distance between the approximation and the curve, the…”
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An algorithm for polygonal approximation based on iterative point elimination
Published in Pattern recognition letters (01-06-1995)“…A simple and fast algorithm for polygonal approximation of digital curves is proposed. The algorithm is based on a greedy iterative elimination of a point with…”
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On pattern classification with Sammon's nonlinear mapping an experimental study
Published in Pattern recognition (01-04-1998)“…Sammon's mapping is conventionally used for exploratory data projection, and as such is usually inapplicable for classification. In this paper we apply a…”
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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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Journal Article Conference Proceeding -
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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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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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Conference Proceeding -
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RHIZOSCAN: A semiautomatic image processing system for characterization of the morphology and secondary metabolite concentration in hairy root cultures
Published in Biotechnology and bioengineering (05-10-2000)“…We describe the application of the newly developed RHIZOSCAN software for accurate morphological analysis and determination of overall and local secondary…”
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Using simple decomposition for smoothing and feature point detection of noisy digital curves
Published in IEEE transactions on pattern analysis and machine intelligence (01-08-1994)“…This correspondence presents an algorithm for smoothed polygonal approximation of noisy digital planar curves, and feature point detection. The resulting…”
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Matching of partially occluded planar curves
Published in Pattern recognition (1995)“…An algorithm for curves partial matching, up to a similarity transformation, is presented. The matching is based on the total-curvature graph, which is the…”
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A system for computerized classification of color textured perthite images
Published in Pattern recognition (01-09-1997)“…A fast, reliable, and objective computerized system for classification of color textured perthite images is proposed. In order to locate a crystal's borders,…”
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An EM Based Algorithm for Skew Detection
Published in Ninth International Conference on Document Analysis and Recognition (ICDAR 2007) (01-09-2007)“…We present a a statistical approach to skew detection, where the textual features of a document image are modeled as a mixture of straight lines in Gaussian…”
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Conference Proceeding -
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A prototype filter design approach to pyramid generation
Published in IEEE transactions on pattern analysis and machine intelligence (01-12-1993)“…This paper presents a technique for image pyramid generation, in which the reduction (expansion) factor between layers is any rational number M/L. The image…”
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