| Description |
1 online resource (xxi, 754 pages) : illustrations |
| Series |
Lecture notes in computer science, 0302-9743 ; 6669 |
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LNCS sublibrary. SL 6, Image processing, computer vision, pattern recognition, and graphics |
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Lecture notes in computer science ; 6669. 0302-9743
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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: Oral Sessions -- Computer Vision -- Deforming the Blurred Shape Model for Shape Description and Recognition / Alicia Fornes -- Shortest Path Approach for Vibrating Line Detection and Tracking / Luis Corte-Real -- And-Or Graph Grammar for Architectural Floor Plan Representation, Learning and Recognition. A Semantic, Structural and Hierarchical Model / Gemma Sanchez -- Linear Prediction Based Mixture Models for Event Detection in Video Sequences / Alfred Mertins -- Visual Saliency Map Based on Random Sub-window Means / Britta Wrede -- There Is More Than One Way to Get Out of a Car: Automatic Mode Finding for Action Recognition in the Wild / Richard Bowden -- Fast and the Flexible: Extended Pseudo Two-Dimensional Warping for Face Recognition / Hermann Ney -- On Importance of Interactions and Context in Human Action Recognition / Jordi Gonzalez -- Detection Performance Evaluation of Boosted Random Ferns / |
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Note continued: Non-rigid Multi-modal Registration of Coronary Arteries Using SIFTflow / Petia Radeva -- Diffuse Liver Disease Classification from Ultrasound Surface Characterization, Clinical and Laboratorial Data / J. Miguel Sanches -- Classification of Ultrasound Medical Images Using Distance Based Feature Selection and Fuzzy-SVM / Srinivasan Krishnamurthy -- Ultrasound Plaque Enhanced Activity Index for Predicting Neurological Symptoms / Joao Sanches -- Pattern Recognition -- On the Distribution of Dissimilarity Increments / Ana Fred -- Unsupervised Joint Feature Discretization and Selection / Mario Figueiredo -- Probabilistic Ranking of Product Features from Customer Reviews / Maria Jose Aramburu -- Vocabulary Selection for Graph of Words Embedding / Horst Bunke -- Feature Selection in Regression Tasks Using Conditional Mutual Information / Jose Bioucas-Dias -- Dual Layer Voting Method for Efficient Multi-label Classification / Saso Dzeroski -- Passive-Aggressive for On-Line Learning in Statistical Machine Translation / Francisco Casacuberta -- Feature Set Search Space for FuzzyBoost Learning / Jose Santos- Victor -- Interactive Structured Output Prediction: Application to Chromosome Classification / Enrique Vidal -- On the Use of Diagonal and Class-Dependent Weighted Distances for the Probabilistic k-Nearest Neighbor / Mark Girolami -- Explicit Length Modelling for Statistical Machine Translation / Jorge Civera -- Poster Sessions -- Computer Vision -- Age Regression from Soft Aligned Face Images Using Low Computational Resources / Luis Baumela -- Human Activity Recognition from Accelerometer Data Using a Wearable Device / Petia Radeva -- Viola-Jones Based Detectors: How Much Affects the Training Set? / Javier Lorenzo-Navarro -- Fast Classification in Incrementally Growing Spaces / Mario Hernandez |
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Note continued: Null Space Based Image Recognition Using Incremental Eigendecomposition / Wladimiro Diaz- Villanueva -- Multi-sensor People Counting / Javier Lorenzo-Navarro -- Lossless Compression of Polar Iris Image Data / Georg Weinhandel -- Learning Features for Human Action Recognition Using Multilayer Architectures / Maria Angeles Mendoza -- Human Recognition Based on Gait Poses / J. Salvador Sanchez -- On-Line Classification of Data Streams with Missing Values Based on Reinforcement Learning / J. Salvador Sanchez -- Opponent Colors for Human Detection / Antonio M. Lopez -- Automatic Detection of Facial Feature Points via HOGs and Geometric Prior Models / Jordi Vitria -- Rectifying Non-euclidean Similarity Data through Tangent Space Reprojection / Richard C. Wilson -- Image Processing and Analysis -- Gait Identification Using a Novel Gait Representation: Radon Transform of Mean Gait Energy Image / Hamidreza Dastmalchi -- New Algorithm for Segmentation of Images Represented as Hypergraph Hexagonal-Grid / Liana Stanescu -- Statistical and Wavelet Based Texture Features for Fish Oocytes Classification / Eva Cernadas -- Using Mathematical Morphology for Similarity Search of 3D Objects / J.M. Hans du Buf -- Trajectory Analysis Using Switched Motion Fields: A Parametric Approach / Miguel Barao -- Semi-supervised Probabilistic Relaxation for Image Segmentation / Henry Anaya-Sanchez -- Poker Vision: Playing Cards and Chips Identification Based on Image Processing / Luis Teofilo -- Occlusion Management in Sequential Mean Field Monte Carlo Methods / Inmaculada Plaza -- New Approach for Road Extraction from High Resolution Remotely Sensed Images Using the Quaternionic Wavelet / Christiane Weber -- On the Influence of Spatial Information for Hyper-spectral Satellite Imaging Characterization / Filiberto Pla |
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Note continued: Natural Material Segmentation and Classification Using Polarisation / Edwin R. Hancock -- Reflection Component Separation Using Statistical Analysis and Polarisation / Gary A. Atkinson -- Pattern Recognition -- Characterizing Graphs Using Approximate von Neumann Entropy / Richard C. Wilson -- Distance for Partially Labeled Trees / Jose M. Inesta -- Online Metric Learning Approach through Margin Maximization / Jesus V. Albert -- Graph Matching on a Low-Cost and Parallel Architecture / Albert Sole -- Probabilistic Framework to Obtain a Common Labelling between Attributed Graphs / Francesc Serratosa -- Feature Selection with Complexity Measure in a Quadratic Programming Setting / Jaime S. Cardoso -- Automatic Estimation of the Number of Segmentation Groups Based on MI / Reyer Zwiggelaar -- Applications -- ̂ Vitality Assessment of Boar Sperm Using N Concentric Squares Resized (NCSR) Texture Descriptor in Digital Images / S. Karthikeyan -- Filled-in Document Identification Using Local Features and a Direct Voting Scheme / Juan-Carlos Perez-Cortes -- Combining Growcut and Temporal Correlation for IVUS Lumen Segmentation / Petia Radeva -- Topographic EEG Brain Mapping before, during and after Obstructive Sleep Apnea Episodes / Joao Miguel Sanches -- Classifying Melodies Using Tree Grammars / Jose Manuel Inesta -- Tree Classifier for Automatic Breast Tissue Classification Based on BIRADS Categories / Alejandro Pazos -- Diagnostic of Pathology on the Vertebral Column with Embedded Reject Option / Jaime S. Cardoso -- Language Identification for Interactive Handwriting Transcription of Multilingual Documents / Alfons Juan -- vManager, Developing a Complete CBVR System / Manuel Barrena -- On the Use of Dot Scoring for Speaker Diarization / German Bordel -- Bag-of-Paths Based Serialized Subgraph Matching for Symbol Spotting in Line Drawings / Umapada Pal |
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Note continued: Handwritten Word Spotting in Old Manuscript Images Using a Pseudo-structural Descriptor Organized in a Hash Structure / Alicia Fornes -- Identification of Erythrocyte Types in Greyscale MGG Images for Computer-Assisted Diagnosis / Dariusz Frejlichowski -- Classification of High Dimensional and Imbalanced Hyperspectral Imagery Data / Ramon A. Mollineda -- Active Learning for Dialogue Act Labelling / Jose-Miguel Benedi -- Multi-class Probabilistic Atlas-Based Segmentation Method in Breast MRI / Nico Karssemeijer -- Impact of the Approaches Involved on Word-Graph Derivation from the ASR System / M. Ines Torres -- Visual Word Aggregation / S. Maldonado-Bascon -- Character-Level Interaction in Multimodal Computer-Assisted Transcription of Text Images / Enrique Vidal -- Simultaneous Lesion Segmentation and Bias Correction in Breast Ultrasound Images / J. Alison Noble -- Music Score Binarization Based on Domain Knowledge / Jaime S. Cardoso -- Identifying Potentially Cancerous Tissues in Chromoendoscopy Images / Miguel Coimbra -- Myocardial Perfusion Analysis from Adenosine-Induced Stress MDCT / Beatriz Sousa Santos -- Handwritten Digits Recognition Improved by Multiresolution Classifier Fusion / Jiri Havel -- Comparison of Spectrum Kernel Machines for Protein Subnuclear Localization / Jose M. Elias -- Complex Wavelet Transform Variants in a Scale Invariant Classification of Celiac Disease / Georg Wimmer |
| Summary |
This volume constitutes the refereed proceedings of the 5th Iberian Conference on Pattern Recognition and Image Analysis, IbPRIA 2011, held in Las Palmas de Gran Canaria, Spain, in June 2011. The 34 revised full papers and 58 revised poster papers presented were carefully reviewed and selected from 158 submissions. The papers are organized in topical sections on computer vision; image processing and analysis; medical applications; and pattern recognition |
| Bibliography |
Includes bibliographical references and index |
| Subject |
Optical pattern recognition -- Congresses
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Pattern recognition systems -- Congresses
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Image processing -- Congresses
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Computer vision -- Congresses
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Informatique.
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Computer vision
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Image processing
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Optical pattern recognition
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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 |
Vitrià, Jordi.
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Sanches, João Miguel.
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Hernández, Mario (Writer on pattern recognition)
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| ISBN |
9783642212574 |
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3642212573 |
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