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Image Analysis and Processing - ICIAP 2005

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This volume contains the Proceedings of the 13th International Conference on Image Analysis and Processing (ICIAP 2005), held in ... Weiterlesen
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This volume contains the Proceedings of the 13th International Conference on Image Analysis and Processing (ICIAP 2005), held in Cagliari, Italy, at the conference centre "Centro della Cultura e dei Congressi", on September 6-8, 2005. ICIAP 2005 was the thirteenth edition of a series of conferences organized every two years by the Italian group of researchersa?liated to the International Association for Pattern Recognition (GIRPR) with the aim to bring together researchers in image processing and pattern recognition from around the world. As for the previous editions, conference topics concerned the theory of image analysis and processing and its classical and Internet-driven applications. The central theme of ICIAP 2005 was "Pattern Recognition in the Internet and Mobile Communications Era". The interest for such a theme was con?rmed by the large number of papers dealing with it, the special session devoted to pattern recognition for computer network security, and the emphasis of two invited talks on Internet and mobile communication issues. ICIAP 2005 received 217 paper submissions. Fifteen papers were collected into the two special sessions dealing with Pattern Recognition for Computer Network Security and Computer Vision for Augmented Reality and Augmented Environments.


Invited Papers.- Graph Matching - Challenges and Potential Solutions.- How to Make Business with Computer Vision Technology.- Biometric Recognition: How Do I Know Who You Are?.- Unsupervised Symbol Grounding and Cognitive Bootstrapping in Cognitive Vision.- Interactive, Mobile, Distributed Pattern Recognition.- Pattern Recognition for Computer Network Security.- Learning Intrusion Detection: Supervised or Unsupervised?.- Network Intrusion Detection by Combining One-Class Classifiers.- Combining Genetic-Based Misuse and Anomaly Detection for Reliably Detecting Intrusions in Computer Networks.- EnFilter: A Password Enforcement and Filter Tool Based on Pattern Recognition Techniques.- Analyzing TCP Traffic Patterns Using Self Organizing Maps.- Conceptual Analysis of Intrusion Alarms.- Computer Vision for Augmented Reality and Augmented Environments.- Simplification of Fan-Meshes Models for Fast Rendering of Large 3D Point-Sampled Scenes.- Camera Self-localization Using Uncalibrated Images to Observe Prehistoric Paints in a Cave.- A Multimodal Perceptual User Interface for Collaborative Environments.- Robust Correspondenceless 3-D Iris Location for Immersive Environments.- Input and Display of Hand Drawn Pattern Onto Planar Board of Arbitrary Position and Pose Utilizing a Projector and Two Cameras.- Computer Vision for Interactive Skewed Video Projection.- Real-Time Avatar Animation Steered by Live Body Motion.- Vision-Based Registration for Augmented Reality with Integration of Arbitrary Multiple Planes.- Low and Middle Level Processing.- A Kalman Filter Based Background Updating Algorithm Robust to Sharp Illumination Changes.- Greedy Algorithm for Local Contrast Enhancement of Images.- Probabilistic Model-Based Background Subtraction.- Estimation of Moments of Digitized Objects with Fuzzy Borders.- Feature Matching and Pose Estimation Using Newton Iteration.- Uncertainty Analysis of Camera Parameters Computed with a 3D Pattern.- A Comparison of 2-D Moment-Based Description Techniques.- A Compact System for Real-Time Detection of Line Segments.- Discrete 3D Tools Applied to 2D Grey-Level Images.- Slant Correction of Vehicle License Plate Image.- Total Variation-Based Speckle Reduction Using Multi-grid Algorithm for Ultrasound Images.- Contour Co-occurrence Matrix - A Novel Statistical Shape Descriptor.- Kernel Based Symmetry Measure.- Easy-to-Use Object Selection by Color Space Projections and Watershed Segmentation.- Fast Edge Preserving Picture Recovery by Finite Markov Random Fields.- High Speed Computation of the Optical Flow.- Autonomous Operators for Direct Use on Irregular Image Data.- Texture Granularities.- Enhancement of Noisy Images with Sliding Discrete Cosine Transform.- Qualitative Real-Time Range Extraction for Preplanned Scene Partitioning Using Laser Beam Coding.- Image Segmentation.- A Novel Segmentation Strategy Based on Colour Channels Coupling.- Seeded Watersheds for Combined Segmentation and Tracking of Cells.- Image Segmentation Evaluation by Techniques of Comparing Clusterings.- Image Segmentation Based on Genetic Algorithms Combination.- Image Segmentation Through Dual Pyramid of Agents.- A New Wavelet-Domain HMTseg Algorithm for Remotely Sensed Image Segmentation.- Segmentation in Echocardiographic Sequences Using Shape-Based Snake Model.- An Algorithm for Binary Image Segmentation Using Polygonal Markov Fields.- Fingerprint Image Segmentation Method Based on MCMC&GA.- Unsupervised Segmentation of Text Fragments in Real Scenes.- Feature Extraction and Image Analysis.- A New Efficient Method for Producing Global Affine Invariants.- Color Fourier Descriptor for Defect Image Retrieval.- Face Recognition Using a Surface Normal Model.- A Robust Two Stage Approach for Eye Detection.- An Approximation of the Maximal Inscribed Convex Set of a Digital Object.- Computing Homographies from Three Lines or Points in an Image Pair.- Graphs.- Commute Times, Discrete Green's Functions and Graph Matching.- Theoretical and Algorithmic Framework for Hypergraph Matching.- Geometric Characterisation of Graphs.- Graph-Based Multiple Classifier Systems A Data Level Fusion Approach.- Shape and Motion.- Improved Face Shape Recovery and Re-illumination Using Convexity Constraints.- The Virtual Point Light Source Model the Practical Realisation of Photometric Stereo for Dynamic Surface Inspection.- Kernel Spectral Correspondence Matching Using Label Consistency Constraints.- Shape Image Retrieval Using Elastic Matching Combined with Snake Model.- Image Modelling and Computer Graphics.- Image-Based Relighting of Moving Objects with Specular Reflection.- Modeling of Elastic Articulated Objects and Its Parameters Determination from Image Contours.- Discrete Conformal Shape Representation and Reconstruction of 3D Mesh Objects.- Image Communication, Coding and Security.- Security Enhancement of Visual Hashes Through Key Dependent Wavelet Transformations.- Conversion Scheme for DCT-Domain Transcoding of MPEG-2 to H.264/AVC.- A Novel Watermarking Algorithm for Image Authentication: Robustness Against Common Attacks and JPEG2000 Compression.- A Video Watermarking Procedure Based on XML Documents.- Half-Pixel Correction for MPEG-2/H.264 Transcoding.- Computer Architectures, Technologies and Tools.- An Object Interface for Interoperability of Image Processing Parallel Library in a Distributed Environment.- Markovian Energy-Based Computer Vision Algorithms on Graphics Hardware.- Efficient Hardware Architecture for EBCOT in JPEG 2000 Using a Feedback Loop from the Rate Controller to the Bit-Plane Coder.- Multimedia Data Bases.- Incorporating Geometry Information with Weak Classifiers for Improved Generic Visual Categorization.- Content Based Image Retrieval Using a Metric in a Perceptual Colour Space.- Efficient Shape Matching Using Weighted Edge Potential Functions.- Soccer Videos Highlight Prediction and Annotation in Real Time.- Video Processing and Analysis.- Lightweight Protection of Visual Data Using High-Dimensional Wavelet Parametrization.- Shot Detection and Motion Analysis for Automatic MPEG-7 Annotation of Sports Videos.- Tracking Soccer Ball in TV Broadcast Video.- Automatic Roadway Geometry Measurement Algorithm Using Video Images.- An Improved Algorithm for Anchor Shot Detection.- Probabilistic Detection and Tracking of Faces in Video.- Removing Line Scratches in Digital Image Sequences by Fusion Techniques.- Time and Date OCR in CCTV Video.- Statistical Modeling of Huffman Tables Coding.- Pattern Classification and Learning.- 3D Surface Reconstruction from Scattered Data Using Moving Least Square Method.- A Novel Genetic Programming Based Approach for Classification Problems.- Machine Learning on Historic Air Photographs for Mapping Risk of Unexploded Bombs.- Facial Expression Recognition Based on the Belief Theory: Comparison with Different Classifiers.- A Neural Adaptive Algorithm for Feature Selection and Classification of High Dimensionality Data.- Accuracy of MLP Based Data Visualization Used in Oil Prices Forecasting Task.- Classification of Natural Images Using Supervised and Unsupervised Classifier Combinations.- Estimating the ROC Curve of Linearly Combined Dichotomizers.- Hierarchical Associative Memories: The Neural Network for Prediction in Spatial Maps.- Stereo Vision.- Large Baseline Matching of Scale Invariant Features.- Landmark-Based Stereo Vision.- Rectification-Free Multibaseline Stereo for Non-ideal Configurations.- Optimal Parameter Estimation for MRF Stereo Matching.- Dynamic Photometric Stereo.- 3D Vision.- 3D Database Population from Single Views of Surfaces of Revolution.- 3D Face Modeling Based on Structured-Light Assisted Stereo Sensor.- Real-Time 3D Hand Shape Estimation Based on Inverse Kinematics and Physical Constraints.- Curvature Correlograms for Content Based Retrieval of 3D Objects.- 3D Surface Reconstruction of a Moving Object in the Presence of Specular Reflection.- Fitting 3D Cartesian Models to Faces Using Irradiance and Integrability Constraints.- Medical Applications.- Algorithms for Detecting Clusters of Microcalcifications in Mammograms.- Clustering Improvement for Electrocardiographic Signals.- Mammogram Analysis Using Two-Dimensional Autoregressive Models: Sufficient or Not?.- Texture Analysis of CT Images for Vascular Segmentation: A Revised Run Length Approach.- The Spiral Method Applied to the Study of the Microcalcifications in Mammograms.- Frequency Determined Homomorphic Unsharp Masking Algorithm on Knee MR Images.- Hybrid Surface- and Voxel-Based Registration for MR-PET Brain Fusion.- A System to Support the Integrated Management of Diagnostic Medical Images.- Volume Estimation from Uncalibrated Views Applied to Wound Measurement.- Biometrics.- Scatter Search Particle Filter for 2D Real-Time Hands and Face Tracking.- Skin Detection in Videos in the Spatial-Range Domain.- UBIRIS: A Noisy Iris Image Database.- Face Verification Advances Using Spatial Dimension Reduction Methods: 2DPCA & SVM.- Asymmetric 3D/2D Processing: A Novel Approach for Face Recognition.- 3-D Face Modeling from Two Views and Grid Light.- Face and Facial Feature Localization.- Multi-stage Combination of Geometric and Colorimetric Detectors for Eyes Localization.- Score Selection Techniques for Fingerprint Multi-modal Biometric Authentication.- Robust Face Recognition Based on Part-Based Localized Basis Images.- Combining Multiple Matchers for Fingerprint Verification: A Case Study in FVC2004.- Classifier Combination for Face Localization in Color Images.- 3D Face Matching Using the Surface Interpenetration Measure.- Applications.- Automatic Recognition of Road Sign Passo-Carrabile.- Document Image De-warping Based on Detection of Distorted Text Lines.- Order Independent Image Compositing.- Improving SIFT-Based Object Recognition for Robot Applications.- Environment Topological Structure Recognition for Robot Navigation.- Rectangular Traffic Sign Recognition.- Study of the Navigation Parameters in Appearance-Based Navigation of a Mobile Robot.- SVM Based Regression Schemes for Instruments Fault Accommodation in Automotive Systems.- Using Strings for On-Line Handwriting Shape Matching: A New Weighted Edit Distance.- Automatic Updating of Urban Vector Maps.- An Autonomous Surveillance Vehicle for People Tracking.- Track Matching by Major Color Histograms Matching and Post-matching Integration.- Robust Particle Filtering for Object Tracking.- A Correlation-Based Approach to Recognition and Localization of the Preceding Vehicle in Highway Environments.- Statistical Displacement Analysis for Handwriting Verification.- 3D Functional Models of Monkey Brain Through Elastic Registration of Histological Sections.- An Application of Neural and Probabilistic Unsupervised Methods to Environmental Factor Analysis of Multi-spectral Images.- Vehicle Detection and Tracking for Traffic Monitoring.- Consistent Labeling for Multi-camera Object Tracking.


Titel: Image Analysis and Processing - ICIAP 2005
Untertitel: 13th International Conference, Cagliari, Italy, September 6-8, 2005, Proceedings
EAN: 9783540318668
Digitaler Kopierschutz: Wasserzeichen
Format: E-Book (pdf)
Hersteller: Springer Berlin Heidelberg
Genre: Anwendungs-Software
Anzahl Seiten: 1219
Veröffentlichung: 18.11.2005
Dateigrösse: 35.4 MB

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