| Description |
1 online resource (xviii, 721 pages) |
| Series |
Lecture notes in computer science, 0302-9743 ; 7042 |
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LNCS sublibrary. SL 6, Image processing, computer vision, pattern recognition |
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Lecture notes in computer science ; 7042.
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LNCS sublibrary. SL 6, Image processing, computer vision, pattern recognition, and graphics.
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| Contents |
Machine generated contents note: Keynote Lectures -- Dissimilarity Representation for Structural Pattern Recognition / Elzbieta Pekalska -- Describing When and Where in Vision / Nicole M. Artner -- Applications of Multilevel Thresholding Algorithms to Transcriptomics Data / Iman Rezaeian -- Image Processing, Restoration and Segmentation -- Unsupervised Fingerprint Segmentation Based on Multiscale Directional Information / Neucimar J. Leite -- Thermal Noise Estimation and Removal in MRI: A Noise Cancellation Approach / Sergio N. Torres -- Spectral Model for Fixed-Pattern-Noise in Infrared Focal-Plane Arrays / Osvaldo J. Medina -- Blotch Detection for Film Restoration / Alvaro Pardo -- Rapid Cut Detection on Compressed Video / Ricardo da S. Torres -- Local Quality Method for the Iris Image Pattern / Alejandro Alvaro Ramirez-Acosta -- Assessment of SAR Image Filtering Using Adaptive Stack Filters / Heitor S. Ramos -- Subcutaneous Adipose Tissue Segmentation in Whole-Body MRI of Children / Catherine Adamsbaum -- Infrared Focal Plane Array Imaging System Characterization by Means of a Blackbody Radiator / Sergio Torres -- Adaptive Color Similarity Function for Color Image Segmentation / Edgardo M. Felipe-Riveron -- Computer Vision -- New Prior Shape Model for Level Set Segmentation / Li Bai -- Efficient 3D Curve Skeleton Extraction from Large Objects / Lehel Szabo -- Improving Tracking Algorithms Using Saliency / Domingo Mery -- Using Adaptive Run Length Smoothing Algorithm for Accurate Text Localization in Images / Marta Mejail -- Fast Rotation-Invariant Video Caption Detection Based on Visual Rhythm / Neucimar Jeronimo Leite -- Morphology Based Spatial Relationships between Local Primitives in Line Drawings / Allan Hanbury -- Fully Automatic Methodology for Human Action Recognition Incorporating Dynamic Information / Manuel G. Penedo |
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Note continued: Local Response Context Applied to Pedestrian Detection / Helio Pedrini -- Fast Finsler Active Contours and Shape Prior Descriptor / Christina Boydev -- NURBS Skeleton: A New Shape Representation Scheme Using Skeletonization and NURBS Curves Modeling / Christiane Weber -- Multiple Manifold Learning by Nonlinear Dimensionality Reduction / Cesar German Castellanos-Dominguez -- Modeling Distance Nonlinearity in ToF Cameras and Correction Based on Integration Time Offsets / Dieter Kraus -- Measure for Accuracy Disparity Maps Evaluation / Maria Trujillo -- Mixing Hierarchical Contexts for Object Recognition / Alvaro Soto -- Encoding Spatial Arrangement of Visual Words / Ricardo da S. Torres -- Color-Aware Local Spatiotemporal Features for Action Recognition / Arnaldo de A. Araujo -- On the Flame Spectrum Recovery by Using a Low-Spectral Resolution Sensor / Sergio Torres -- ̂ On the Importance of Multi-dimensional Information in Gender Estimation from Face Images / Luis Baumela -- Clustering and Artificial Intelligence -- Pattern Classification Using Radial Basis Function Neural Networks Enhanced with the Rvachev Function Method / Mark S. Varvak -- Micro-Doppler Classification for Ground Surveillance Radar Using Speech Recognition Tools / Mustapha Djeddou -- Semantic Integration of Heterogeneous Recognition Systems / Piotr Raszkowski -- New Distributed Approach for Range Image Segmentation / Zahia Guessoum -- Embedded Feature Selection for Support Vector Machines: State-of-the-Art and Future Challenges / Richard Weber -- Efficient Approach to Intensity Inhomogeneity Compensation Using c-Means Clustering Models / Sandor Miklos Szilagyi -- New Asymmetric Criterion for Cluster Validation / Hamid Parvin -- Semi-supervised Classification by Probabilistic Relaxation / Henry Anaya-Sanchez -- ̂ Identification of the Root Canal from Dental Micro-CT Records / Balazs Benyo |
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Note continued: Semi-supervised Constrained Clustering with Cluster Outlier Filtering / Richard Weber -- Pattern Recognition and Classification -- New Results on Minimum Error Entropy Decision Trees / Tania Fontes -- Section-Wise Similarities for Classification of Subjective-Data on Time Series / Enrique Cabello -- Some Imputation Algorithms for Restoration of Missing Data / Vladimir Ryazanov -- Scalable Heuristic Classifier for Huge Datasets: A Theoretical Approach / Sajad Parvin -- Improving Persian Text Classification Using Persian Thesaurus / Atousa Dahbashi -- Accumulative Points/Votes Based Approach for Feature Selection / Sajad Parvin -- Sentiment-Preserving Reduction for Social Media Analysis / Philip Sallis -- Minority Class Feature Selection Method / Eduardo F. Morales -- Dissimilarity-Based Classifications in Eigenspaces / Robert P.W. Duin -- Dynamic Signature Recognition Based on Fisher Discriminant / Domingo Mery -- Multi-style License Plate Recognition System Based on Tree of Shapes for Character Segmentation / Julio Jacobo -- Feature and Dissimilarity Representations for the Sound-Based Recognition of Bird Species / Cesar German Castellanos-Dominguez -- Environmental Sounds Classification Based on Visual Features / Zied Lachiri -- Quaternion Correlation Filters for Illumination Invariant Face Recognition / Pablo Meza -- Language Modelization and Categorization for Voice-Activated QA / Emilio Sanchis -- Applications of Pattern Recognition -- On the Computation of the Geodesic Distance with an Application to Dimensionality Reduction in a Neuro-Oncology Problem / Alfredo Vellido -- Multimodal Schizophrenia Detection by Multiclassification Analysis / Paolo Brambilla -- Online Signature Verification Method Based on the Acceleration Signals of Handwriting Samples / Erika Griechisch -- ̂ Dynamic Zoning Selection for Handwritten Character Recognition / Robert Sabourin |
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Note continued: Forecasting Cash Demand in ATM Using Neural Networks and Least Square Support Vector Machine / Gonzalo Acuna -- Deep Learning Networks for Off-Line Handwritten Signature Recognition / Alexander Kovacec -- Study on Automatic Methods Based on Mathematical Morphology for Martian Dust Devil Tracks Detection / Erivaldo Antonio da Silva -- Ensemble Method for Incremental Classification in Stationary and Non-stationary Environments / Hector Allende-Cid -- Teaching a Robot to Perform Task through Imitation and On-line Feedback / Jaime R. Ruiz -- Improvements on Automatic Speech Segmentation at the Phonetic Level / Marcos Calvo -- Active Learning Approach for Statistical Spoken Language Understanding / Encarna Segarra -- Virus Texture Analysis Using Local Binary Patterns and Radial Density Profiles / Ida-Maria Sintorn -- Markov Random Field Model for Combining Optimum-Path Forest Classifiers Using Decision Graphs and Game Strategy Approach / Alexandre L.M. Levada -- Selected Topics of Chilean Workshop on Pattern Recognition -- New Approach for Wet Blue Leather Defect Segmentation / Paulo Gonzalez -- Objective Comparison of Contour Detection in Noisy Images / Paulo Gonzalez -- Automatic Search of Nursing Diagnoses / Jael E. Cabrera -- "De-Ghosting" Artifact in Scene-Based Nonuniformity Correction of Infrared Image Sequences / Flavio Torres -- Reliable Atrial Activity Extraction from ECG Atrial Fibrillation Signals / Alejandro Rojas -- Gray Box Model with an SVM to Represent the Influence of PaCO2 on the Cerebral Blood Flow Autoregulation / Ronney Panerai -- New Clustering Algorithm Based on K-Means Using a Line Segment as Prototype / Juan Carlos Rojas Thomas -- New Method for Olive Fruits Recognition / Gaston Lefranc -- Wavelet Autoregressive Model for Monthly Sardines Catches Forecasting Off Central Southern Chile / Eleuterio Yanez |
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Note continued: Multi-level Thresholding-Based Method to Learn Fuzzy Membership Functions from Data Warehouse / Angelica Urrutia -- Probabilistic Iterative Local Search Algorithm Applied to Full Model Selection / Domingo Mery -- Face Recognition Using TOF, LBP and SVM in Thermal Infrared Images / Heydi Mendez-Vazquez -- Hybrid Algorithm for Fingerprint Matching Using Delaunay Triangulation and Local Binary Patterns / Carlos Pon Soto -- Segmentation of Short Association Bundles in Massive Tractography Datasets Using a Multi-subject Bundle Atlas / Jean-Francois Mangin -- Classifying Execution Times in Parallel Computing Systems: A Classical Hypothesis Testing Approach / Jorge E. Pezoa |
| Summary |
This book constitutes the refereed proceedings of the 16th Iberoamerican Congress on Pattern Recognition, CIARP 2011, held in Pucón, Chile, in November 2011. The 81 revised full papers presented together with 3 keynotes were carefully reviewed and selected from numerous submissions. Topics of interest covered are image processing, restoration and segmentation; computer vision; clustering and artificial intelligence; pattern recognition and classification; applications of pattern recognition; and Chilean Workshop on Pattern Recognition |
| Analysis |
Computer science |
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Computer software |
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Artificial intelligence |
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Computer vision |
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Optical pattern recognition |
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Biometrics |
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Pattern Recognition |
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Image Processing and Computer Vision |
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Artificial Intelligence (incl. Robotics) |
| Bibliography |
Includes bibliographical references and author index |
| Notes |
English |
| Subject |
Pattern recognition systems -- Congresses
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Computer vision -- Congresses
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Image processing -- Digital techniques -- Congresses
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Computer vision
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Image processing -- Digital techniques
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Pattern recognition systems
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| Genre/Form |
proceedings (reports)
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Conference papers and proceedings
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Conference papers and proceedings.
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Actes de congrès.
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| Form |
Electronic book
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| Author |
San Martin, César
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Kim, Sang-Woon
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| ISBN |
9783642250859 |
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3642250858 |
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364225084X |
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9783642250842 |
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