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10th international conference on Computer Analysis of Images and patterns, CAIP 2003

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10th international conference on Computer Analysis of Images and patterns, CAIP 2003

ISBN: (纸本)3540407308

the proceedings contain 94 papers. the special focus in this conference is on Analysis and Understanding. the topics include: On design and applications of cylindrical panoramas;finding the symmetry axis of a perspectively projected plane curve;representing orientation in n-dimensional spaces;docking of polygons using boundary descriptor;area and moment computation for objects with a closed spline boundary;construction of complete and independent systems of rotation moment invariants;a structural framework for assembly modeling and recognition;simple points in 2D and 3D binary images;planning optimal sequences of views for object recognition;epipolar plane images as a tool to seek correspondences in a dense sequence;computing neck-shaft angle of femur for X-ray fracture detection;rough surface correction and re-illumination using the modified beckmann model;towards a real time panoramic depth sensor;depth recovery from noisy gradient vector fields using regularization;bunch sampling for fast texture synthesis;automatic detection of specular reflectance in colour images using the MS diagram;skeletonization of character based on wavelet transform;a new sharpness measure based on gaussian lines and edges;object tracking and identification from motion;evaluation of an adaptive composite gaussian model in video surveillance;low complexity motion estimation based on spatio-temporal correlations and direction of motion vectors;stereo system for tracking moving object using log-polar transformation and zero disparity filtering and monte carlo visual tracking using color histograms and a spatially weighted oriented hausdorff measure.

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6th international conference on Text, Speech and Dialogue, TSD 2003

6th International Conference on Text, Speech and Dialogue, T...

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6th international conference on Text, Speech and Dialogue, TSD 2003

ISBN: (纸本)9783540200246

the proceedings contain 60 papers. the special focus in this conference is on Text, Speech and Dialogue. the topics include: Combating the sparse data problem of language modelling;toward robust speech recognition and understanding;a pilot study of english selectional preferences and their cross-lingual compatibility with basque;auto-tagging of text documents into XML;stable coordinated pairs in text processing;parameter estimation by backoff;document clustering into an unknown number of clusters using a genetic algorithm;experiments in German treebank parsing;a theoretical basis of an architecture of a shell of a reasonably robust syntactic analyser;detecting annotation errors in a corpus by induction of syntactic patterns;the computational complexity of rule-based part-of-speech tagging;identification of multiwords as preprocessing for automatic extraction of lexical similarities;build a large-scale syntactically annotated Chinese corpus;computational benefits of a totally lexicalist grammar;using a Czech valency lexicon for annotation support;on concept based approach for determining semantic index terms;corpora issues in validation of Serbian wordnet;optimising attribute selection in conversational search;on homogeneous segments;advances in automatic speech recognition by imitating spreading activation;the incorporation of confidence measures to language understanding;understanding speech based on a Bayesian concept extraction method;a data-driven framework for intonational phrase break prediction;phoneme recognition using temporal patterns;temporal expression resolution system applied to event ordering;improving speech recognition by utilizing domain knowledge and confidence measures and recognition of speech with non-random attributes.

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Facial recognition in video

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4th international conference on Audio and Video-Based Biometric Person Authentication, AVBPA 2003

作者： Gorodnichy, Dmitry O. Computational Video Group IIT NRC-CNRC OttawaK1A 0R6 Canada

ISBN: (纸本)9783540403029

there is a physiological reason, backed up by the theory of visual attention in living organisms, why animals look into each others’ eyes. this is to illustrate the main two properties in which recognizing of faces in video differs from its static counterpart – recognizing of faces in images. First, the lack of resolution in video is abundantly compensated by the information coming from the time dimension. Video data is inherently of a dynamic nature. Second, video processing is a phenomena occurring all the time around us - in biological systems, and many results unraveling the intricacies of biological vision already obtained. At the same time, as we examine the way the video-based face recognition is approached by computer scientists, we notice that up till now video information is often used partially and therefore not very efficiently. this work aims at bridging this gap. We develop a multi-channel framework for video-based face processing, which incorporates the dynamic component of video. the utility of the framework is shown on the example of detecting and recognizing faces from blinking. While doing that we derive a canonical representation of a face best suited for the task. © Springer-Verlag Berlin Heidelberg 2003.

关键词： Biology

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Personal verification using palmprint and hand geometry biometric

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4th international conference on Audio and Video-Based Biometric Person Authentication, AVBPA 2003

作者： Kumar, Ajay Wong, David C. M. Shen, Helen C. Jain, Anil K. Department of Computer Science Hong Kong University of Science and Technology Clear Water Bay Hong Kong Pattern Recognition and Image Processing Lab Department of Computer Science and Engineering Michigan State University East LansingMI48824 United States

ISBN: (纸本)9783540403029

A new approach for the personal identification using hand images is presented. this paper attempts to improve the performance of palmprint-based verification system by integrating hand geometry features. Unlike other bimodal biometric systems, the users does not have to undergo the inconvenience of passing through two sensors since the palmprint and hand geometry features can be are acquired from the same image, using a digital camera, at the same time. Each of these gray level images are aligned and then used to extract palmprint and hand geometry features. these features are then examined for their individual and combined performance. the image acquisition setup used in this work was inherently simple and it does not employ any special illumination nor does it use any pegs to cause any inconvenience to the users. Our experimental results on the image dataset from 100 users confirm the utility of hand geometry features with those from palmprints and achieve promising results with a simple image acquisition setup. © Springer-Verlag Berlin Heidelberg 2003.

关键词： Image acquisition

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Calibration and quality control of cherries by artificial vision

Calibration and quality control of cherries by artificial vi...

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6th international conference on Quality Control by Artificial Vision

作者： Poupeau, F Rosenberger, C Laurent, H Emile, B Fachaux, J ENSI Bourges Lab Vis & Robot F-18020 Bourges France

ISBN: (纸本)0819449989

this article describes an artificial vision system for the quality control of cherries. It allows to obtain three types of information describing the fruit : the color as indicator of the ripeness, the presence of defects such as cracking and lastly the size. the sorting of cherries conditioned by all these criteria is carried out at a high cadence (twenty cherries per second). Optimized algorithms of image processing axe then necessary. We present in this paper the architecture of the developed system and we show the efficiency through experimental results.

关键词： industrial vision system quality control color processing image processing pattern recognition

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Simplified texture unit: A new descriptor of the local texture in gray-level images

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1st Iberian conference on pattern recognition and Image Analysis, IbPRIA 2003

作者： Madrid–Cuevas, Francisco J. Medina Carnicer, R. Prieto Villegas, M. Fernández García, N.L. Carmona Poyato, A. Department of Computing and Numerical Analysis Córdoba University Córdoba14071 Spain

ISBN: (纸本)3540402179

In this work we propose a new descriptor of the local texture in gray-level images, named Simplified Texture Unit (STU). this descriptor is a version, with a smaller computational cost as much in its obtaining as in its later use, of the well-known Texture Unit descriptor (TU) [6]. We have carried out a comparative study of the capacity to describe the texture of a region with the capacity provided by the TU descriptor and two other versions of the same one, known as Local Binary pattern (LBP) and Local Binary pattern with Contrast (LBP/C) [11]. the results of the experiment allow to affirm that the new descriptor has a greater performance with small region sizes, what makes it suitable for unsupervised texture segmentation since it could allow a greater accuracy in the localization of the frontiers between textured regions. © Springer-Verlag Berlin Heidelberg 2003.

关键词： Local binary pattern

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Design of experiments to set active contours

Design of experiments to set active contours

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6th international conference on Quality Control by Artificial Vision

作者： Rousselle, JJ Vincent, N EPU Tours Lab Informat F-37200 Tours France

ISBN: (纸本)0819449989

Design of experiments has already been used for several years in different domains. It is often ignored in image processing. In this article, we would Re to show that it has it place in this area where it is common to have parameters to be adjusted according to the images to be processed and which should remain valid for a family of images of the same type. these parameters are often numerous and they frequently interfere with each others. the use of an active contour requires several parameters rather delicate to be adjusted. the experimental research methodology allows, the factors to be considered to be listed and then, from these, the identification of those which are the most influential, in order to optimize them.

关键词： image processing design of experiments active contour segmentation analysis of medical images pattern recognition

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Diagonalized nearest neighbor pattern matching for brain tumor segmentation

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Medical Image Computing and Computer-Assisted Intervention, MICCAI 2003 - 6th international conference Proceedings

作者： Gering, David T. GE Medical Systems Applied Science Lab. P.O. Box 414 W875 Milwaukee WI 53201 United States

ISBN: (纸本)3540204644

A new method is proposed for automatic recognition of brain tumors from MRI. the prevailing convention in the literature has been for humans to perform the recognition component of tumor segmentation, while computers automatically compute boundary delineation. this concept manifests as clinical tools where the user is required to select seed points or draw initial contours. the goal of this paper is to experiment with automating the recognition component of the image segmentation process. the main idea is to compute a map of the probability of pathology, and then segment this map instead of the original input intensity image. Alternatively, the map could be used as a feature channel in an existing tumor segmentation method. We compute our map by performing nearest neighbor pattern matching modified with our novel method of "diagonalization". Results are presented for a publicly available data set of brain tumors.

关键词： Brain

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the D-dimensional inverse vector-gradient operator and its application for scale-free image enhancement

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10th international conference on Computer Analysis of Images and patterns, CAIP 2003

作者： Verbeek, Piet W. Dijk, Judith Delft University of Technology Pattern Recognition Group Lorentzweg 1 Delft2628CJ Netherlands

ISBN: (纸本)3540407308

A class of enhancement techniques is proposed for images in arbitrary dimension D. they are free from either space/frequency (scale) or grey references. there are two subclasses. One subclass is the chain: {Negative Laplace operator, Multiplication by Power (γ-1) of modulus-Laplace value, Inverse Negative Laplace operator} together with generalized versions. the generalization of the Negative Laplace operator consists of replacing its isotropic frequency square transfer function by an (equally isotropic) modulus-frequency to-the-power-p transfer-function. the inverse is defined accordingly. the second subclass is the chain: {Vector-Gradient operator, Multiplication by Power (γ-1) of modulus-gradient value, Inverse Vector-Gradient operator} together with generalized versions. We believe the Inverse Vector-Gradient operator (and its generalized version) to be a novel operation in image processing. the generalization of the Vector-Gradient operator consists of multiplying its transfer functions by an isotropic modulus-frequency to-the-power-(p-1) transferfunction. the inverse is defined accordingly. Although the generalized (Inverse) Negative Laplace and Vector-Gradient operators are best implemented via the frequency domain, their point spread functions are checked for too large footprints in order to avoid spatial aliasing in practical (periodic image) implementations. the limitations of frequency-power p for given dimension D are studied. © Springer-Verlag Berlin Heidelberg 2003.

关键词： Vectors

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From anatomic standardization analysis of perfusion SPECT data to perfusion pattern modelling

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6th international conference on Medical Image Computing and Computer-Assisted Intervention, MICCAI 2003

作者： Grova, Christophe Jannin, Pierre Buvat, Irène Benali, Habib Bansard, Jean-Yves Biraben, Arnaud Gibaud, Bernard Laboratoire IDM Université de Rennes 1 France Montreal Neurological Institute McGill University Montreal and INRIA France INSERM U494 CHU Pitié Salpétrière Paris France LTSI université de Rennes 1 France

ISBN: (纸本)3540204644

Our objective being to model SPECT brain perfusion patterns, the purpose of this study was to characterize inter-individual functional variability among a population of SPECT data. From perfusion measurements performed on anatomically standardized SPECT, we proposed to use correspondence analysis and hierarchical clustering to explore the structure of statistical dependencies among these measurements. the method was applied to study two perfusion patterns, namely normal perfusion and ictal perfusion as observed in temporal lobe epilepsy. © Springer-Verlag Berlin Heidelberg 2003.

关键词： Standardization

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