Image analysis and recognition : third international conference, ICIAR 2006, Póvoa de Varzim, Portugal, September 18-20, 2006, proceedings
著者
書誌事項
Image analysis and recognition : third international conference, ICIAR 2006, Póvoa de Varzim, Portugal, September 18-20, 2006, proceedings
（Lecture notes in computer science, 4141,
Springer, c2006
- pt. 1
- pt. 2
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注記
Includes bibliographical reference and index
内容説明・目次
- 巻冊次
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pt. 1 ISBN 9783540448914
内容説明
The two-volume set LNCS 4141, and LNCS 4142 constitutes the refereed proceedings of the Third International Conference on Image Analysis and Recognition, ICIAR 2006. The volumes present 71 revised full papers and 92 revised poster papers together with 2 invited lectures. Volume I includes papers on image restoration and enhancement, image segmentation, image and video processing and analysis, image and video coding and encryption, image retrieval and indexing, and more.
目次
Invited Session.- Self-Organizing Trees and Forests: A Powerful Tool in Pattern Clustering and Recognition.- On Optimizing Dissimilarity-Based Classification Using Prototype Reduction Schemes.- Image Restoration and Enhancement.- General Adaptive Neighborhood Image Restoration, Enhancement and Segmentation.- Frozen-State Hierarchical Annealing.- Fast and Robust Filtering-Based Image Magnification.- An Efficient Post-processing Using DCT Domain Projections Onto Convex Sets.- Rank-Ordered Differences Statistic Based Switching Vector Filter.- Mathematical Analysis of "Phase Ramping" for Super-Resolution Magnetic Resonance Imaging.- Blind Blur Estimation Using Low Rank Approximation of Cepstrum.- An Image Interpolation Scheme for Repetitive Structures.- A Discontinuous Finite Element Method for Image Denoising.- An Edge-Preserving Multigrid-Like Technique for Image Denoising.- Fuzzy Bilateral Filtering for Color Images.- MPEG Postprocessing System Using Edge Signal Variable Filter.- Computational Framework for Family of Order Statistic Filters for Tensor Valued Data.- Gaussian Noise Removal by Color Morphology and Polar Color Models.- Image Segmentation.- A Shape-Based Approach to Robust Image Segmentation.- Novel Statistical Approaches to the Quantitative Combination of Multiple Edge Detectors.- Bio-inspired Motion-Based Object Segmentation.- An Effective and Fast Scene Change Detection Algorithm for MPEG Compressed Videos.- Automatic Segmentation Based on AdaBoost Learning and Graph-Cuts.- Accurate Contour Detection Based on Snakes for Objects with Boundary Concavities.- Graph-Based Spatio-temporal Region Extraction.- Performance Evaluation of Image Segmentation.- Improvement of Image Transform Calculation Based on a Weighted Primitive.- Topological Active Nets Optimization Using Genetic Algorithms.- An Evaluation Measure of Image Segmentation Based on Object Centres.- Active Shape Model Based Segmentation and Tracking of Facial Regions in Color Images.- Image and Video Processing and Analysis.- On the Adaptive Impulsive Noise Attenuation in Color Images.- A Simple Method for Designing 2D |M|-Channel Near-PR Filter Banks with Linear Phase Property.- Fast Hermite Projection Method.- Posterior Sampling of Scientific Images.- Image Denoising Using the Lyapunov Equation from Non-uniform Samples.- New Method for Fast Detection and Removal of Impulsive Noise Using Fuzzy Metrics.- Background Subtraction Framework Based on Local Spatial Distributions.- Morphological Image Interpolation to Magnify Images with Sharp Edges.- Adaptive Kernel Based Tracking Using Mean-Shift.- Real Time Sobel Square Edge Detector for Night Vision Analysis.- A New Video Images Text Localization Approach Based on a Fast Hough Transform.- Video Sequence Matching Using Singular Value Decomposition.- The Papoulis-Gerchberg Algorithm with Unknown Signal Bandwidth.- Image and Video Coding and Encryption.- Continuous Evolution of Fractal Transforms and Nonlocal PDE Imaging.- A Fast Algorithm for Macroblock Mode Selection in H.264 Video Coding.- Visual Secret Sharing Scheme: Improving the Contrast of a Recovered Image Via Different Pixel Expansions.- Fast and Efficient Basis Selection Methods for Embedded Wavelet Packet Image Coding.- Fractal Image Coding as Projections Onto Convex Sets.- DCT-Domain Predictive Coding Method for Video Compression.- Simple Detection Method and Compensation Filter to Remove Corner Outlier Artifacts.- Rate Control Algorithm for High Quality Compression of Static Test Image in Digital TV System.- JPEG2000-Based Resolution- and Rate-Constrained Layered Image Coding.- A Permutation-Based Correlation-Preserving Encryption Method for Digital Videos.- A Fast Scheme for Converting DCT Coefficients to H.264/AVC Integer Transform Coefficients.- A Fast Full Search Algorithm for Motion Estimation Using Priority of Matching Scan.- Using Space-Time Coding for Watermarking Color Images.- Blind PSNR Estimation of Video Sequences, Through Non-uniform Quantization Watermarking.- Pattern Recognition Using Neighborhood Coding.- Image Retrieval and Indexing.- Naming of Image Regions for User-Friendly Image Retrieval.- Shape Retrieval Using Shape Contexts and Cyclic Dynamic Time Warping.- Topological Active Nets for Object-Based Image Retrieval.- Iterative 3-D Pose Correction and Content-Based Image Retrieval for Dorsal Fin Recognition.- Feature Selection for Retrieval Purposes.- DCT-Domain Image Retrieval Via Block-Edge-Patterns.- Visual Aspect: A Unified Content-Based Collaborative Filtering Model for Visual Document Recommendation.- IntelliSearch: Intelligent Search for Images and Text on the Web.- Automatic Shot-Change Detection Algorithm Based on Visual Rhythm Extraction.- Motion Analysis.- Global Motion Estimation: Feature-Based, Featureless, or Both ?!.- Background Updating with the Use of Intrinsic Curves.- Towards a New Paradigm for Motion Extraction.- Fast Motion Estimation Using Spatio Temporal Filtering.- Optic Flow from Multi-scale Dynamic Anchor Point Attributes.- The Effect of Presmoothing Image Sequences on the Computation of Optical Flow.- Optical Flow Based Frame Interpolation of Ultrasound Images.- An Iterative Multiresolution Scheme for SFM.- Occlusion-Based Accurate Silhouettes from Video Streams.- Tracking.- Towards Constrained Optimal 3D Tracking.- A Generic Approach to Object Matching and Tracking.- Image Based Visual Servoing: A New Method for the Estimation of the Image Jacobian in Dynamic Environments.- QP_TR Trust Region Blob Tracking Through Scale-Space with Automatic Selection of Features.- Human Posture Analysis Under Partial Self-occlusion.- Particle Filtering with Dynamic Shape Priors.- The OBSERVER: An Intelligent and Automated Video Surveillance System.- A Novel Spatio-temporal Approach to Handle Occlusions in Vehicle Tracking.- A Robust Particle Filter-Based Face Tracker Using Combination of Color and Geometric Information.
- 巻冊次
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pt. 2 ISBN 9783540448945
内容説明
The two-volume set LNCS 4141, and LNCS 4142 constitutes the refereed proceedings of the Third International Conference on Image Analysis and Recognition, ICIAR 2006. The volumes present 71 revised full papers and 92 revised poster papers together with 2 invited lectures. Volume II includes papers on pattern recognition for image analysis, computer vision, biometrics, shape and matching, brain imaging, remote sensing image processing, and more.
目次
Pattern Recognition for Image Analysis.- Using Local Integral Invariants for Object Recognition in Complex Scenes.- Sharing Visual Features for Animal Categorization: An Empirical Study.- Object Categorization Using Kernels Combining Graphs and Histograms of Gradients.- Alternative Approaches and Algorithms for Classification.- A Pool of Classifiers by SLP: A Multi-class Case.- A Graph Spectral Approach to Consistent Labelling.- Gesture Recognition Using a Marionette Model and Dynamic Bayesian Networks (DBNs).- On Subspace Distance.- Ant Based Fuzzy Modeling Applied to Marble Classification.- A General Weighted Fuzzy Clustering Algorithm.- Integration of Expert Knowledge and Image Analysis Techniques for Medical Diagnosis.- Computer Vision.- Depth Recovery from Motion and Defocus Blur.- Using Cartesian Models of Faces with a Data-Driven and Integrable Fitting Framework.- A Novel Omnidirectional Stereo Vision System with a Single Camera.- A Neural Network for Simultaneously Reconstructing Transparent and Opaque Surfaces.- A Light Scattering Model for Layered Rough Surfaces.- Model Based Selection and Classification of Local Features for Recognition Using Gabor Filters.- Inferring Stochastic Regular Grammar with Nearness Information for Human Action Recognition.- Real Time Vehicle Pose Using On-Board Stereo Vision System.- Content-Based 3D Retrieval by Krawtchouk Moments.- Uncalibrated Visual Servoing in 3D Workspace.- A Real-Time 3D Modeling System Using Multiple Stereo Cameras for Free-Viewpoint Video Generation.- CAD Model Visual Registration from Closed-Contour Neighborhood Descriptors.- Biometrics.- Is Enough Enough? What Is Sufficiency in Biometric Data?.- Improving Minutiae Detection in Fingerprints Using Multiresolution Contrast Enhancement.- A Combined Radial Basis Function Model for Fingerprint Distortion.- Face and Ear: A Bimodal Identification System.- Comparison of Novel Dimension Reduction Methods in Face Verification.- Automatic 3D Face Feature Points Extraction with Spin Images.- Face Recognition by Cortical Multi-scale Line and Edge Representations.- Generic Facial Encoding for Shape Alignment with Active Models.- Ultra Fast GPU Assisted Face Recognition Based on 3D Geometry and Texture Data.- Face Recognition from Spatially-Morphed Video Sequences.- Shape and Matching.- Spanning Trees from the Commute Times of Random Walks on Graphs.- On a Polynomial Vector Field Model for Shape Representation.- A Fast Algorithm for Template Matching.- Shape Recognition Via an a Contrario Model for Size Functions.- A Stable Marriages Algorithm to Optimize Satisfaction and Equity.- A Novel Approach for Affine Point Pattern Matching.- Geometric Invariant Curve and Surface Normalization.- Estimating 3D Facial Shape and Motion from Stereo Image Using Active Appearance Models with Stereo Constraints.- Approximation of a Polyline with a Sequence of Geometric Primitives.- Biomedical Image Analysis.- Real-Time Denoising of Medical X-Ray Image Sequences: Three Entirely Different Approaches.- Analysis of Fuzzy Clustering Algorithms for the Segmentation of Burn Wounds Photographs.- New Characteristics for the Classification of Burns: Experimental Study.- The Class Imbalance Problem in TLC Image Classification.- Faster, More Accurate Diffusion Filtering for Fetal Ultrasound Volumes.- Fully Automatic Determination of Morphological Parameters of Proximal Femur from Calibrated Fluoroscopic Images Through Particle Filtering.- Analysis System of Endoscopic Image of Early Gastric Cancer.- Transmission Tomography Reconstruction Using Compound Gauss-Markov Random Fields and Ordered Subsets.- Semivariogram Applied for Classification of Benign and Malignant Tissues in Mammography.- A Method for Interpreting Pixel Grey Levels in Digital Mammography.- Prostate Tissue Characterization Using TRUS Image Spectral Features.- Multi-dimensional Visualization and Analysis of Cardiac MR Images During Long-Term Follow-Up.- A Multiclassifier Approach for Lung Nodule Classification.- Lung Parenchyma Segmentation from CT Images Based on Material Decomposition.- Digitisation and 3D Reconstruction of 30 Year Old Microscopic Sections of Human Embryo, Foetus and Orbit.- Skin Lesion Diagnosis Using Fluorescence Images.- Special Session: Brain Imaging.- 3D Method of Using Spatial-Varying Gaussian Mixture and Local Information to Segment MR Brain Volumes.- Robust Ordering of Independent Spatial Components of fMRI Data Using Canonical Correlation Analysis.- EpiGauss: Spatio-temporal Characterization of Epiletogenic Activity Applied to Hypothalamic Hamartomas.- Special Session: Remote Sensing Image Processing.- Identification of Martian Polygonal Patterns Using the Dynamics of Watershed Contours.- Fast Sparse Multinomial Regression Applied to Hyperspectral Data.- A Bayesian Approach for Building Detection in Densely Build-Up High Resolution Satellite Image.- Striping Noise Removal of Satellite Images by Nonlinear Mapping.- Hyperspectral Image Analysis for Precision Viticulture.- Geometric and Radiometric Improvement of an Ikonos Panchromatic Image Using a Digital Surface Model.- Applications.- Defect Detection in Random Colour Textures Using the MIA T2 Defect Maps.- Joint Spatial and Tonal Mosaic Alignment for Motion Detection with PTZ Camera.- Handwriting Similarities as Features for the Characterization of Writer's Style Invariants and Image Compression.- NN Automated Defect Detection Based on Optimized Thresholding.- Pedestrian Detection Using Stereo and Biometric Information.- A System for Automatic Counting the Number of Collembola Individuals on Petri Disk Images.- Combining Template Matching and Model Fitting for Human Body Segmentation and Tracking with Applications to Sports Training.- Integrating Low-Level and Semantic Visual Cues for Improved Image-to-Video Experiences.- Multi-font Script Identification Using Texture-Based Features.- Comparison of Region and Edge Segmentation Approaches to Recognize Fish Oocytes in Histological Images.- Fundamental Region Based Indexing and Classification of Islamic Star Pattern Images.- Automating Visual Inspection of Print Quality.- BigBatch - An Environment for Processing Monochromatic Documents.- An HMM-SNN Method for Online Handwriting Symbol Recognition.- A Novel Shadow Detection Algorithm for Real Time Visual Surveillance Applications.
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