Image analysis and recognition : International Conference, ICIAR 2004, Porto, Portugal, September 29 - October 1, 2004 : proceedings

Author(s)

• ICIAR
• Campilho, Aurélio
• Kamel, Mohamed

Bibliographic Information

Image analysis and recognition : International Conference, ICIAR 2004, Porto, Portugal, September 29 - October 1, 2004 : proceedings

Aurélio Campilho, Mohamed Kamel (eds.)

（Lecture notes in computer science, 3211-3212）

Springer, c2004

• pt. 1
• pt. 2

Note

Includes bibliographical references and index

Description and Table of Contents

Volume

pt. 1 ISBN 9783540232230

Description

ICIAR 2004, the International Conference on Image Analysis and Recognition, was the ?rst ICIAR conference, and was held in Porto, Portugal. ICIAR will be organized annually, and will alternate between Europe and North America. ICIAR 2005 will take place in Toronto, Ontario, Canada. The idea of o?ering these conferences came as a result of discussion between researchers in Portugal and Canada to encourage collaboration and exchange, mainly between these two countries, but also with the open participation of other countries, addressing recent advances in theory, methodology and applications. The response to the call for papers for ICIAR 2004 was very positive. From 316 full papers submitted, 210 were accepted (97 oral presentations, and 113 - sters). The review process was carried out by the Program Committee members and other reviewers; all are experts in various image analysis and recognition areas. Each paper was reviewed by at least two reviewing parties. The high q- lity of the papers in these proceedings is attributed ?rst to the authors, and second to the quality of the reviews provided by the experts. We would like to thank the authors for responding to our call, and we wholeheartedly thank the reviewers for their excellent work in such a short amount of time. We are espe- ally indebted to the Program Committee for their e?orts that allowed us to set up this publication. We were very pleased to be able to include in the conference, Prof. Murat KuntfromtheSwissFederalInstituteofTechnology,andProf. Mario Figueiredo, oftheInstitutoSuperiorT ecnico,inPortugal.

Table of Contents

Image Segmentation.- Automatic Image Segmentation Using a Deformable Model Based on Charged Particles.- Hierarchical Regions for Image Segmentation.- Efficiently Segmenting Images with Dominant Sets.- Color Image Segmentation Using Energy Minimization on a Quadtree Representation.- Segmentation Using Saturation Thresholding and Its Application in Content-Based Retrieval of Images.- A New Approach to Unsupervised Image Segmentation Based on Wavelet-Domain Hidden Markov Tree Models.- Spatial Discriminant Function with Minimum Error Rate for Image Segmentation.- Detecting Foreground Components in Grey Level Images for Shift Invariant and Topology Preserving Pyramids.- Pulling, Pushing, and Grouping for Image Segmentation.- Image Segmentation by a Robust Clustering Algorithm Using Gaussian Estimator.- A Multistage Image Segmentation and Denoising Method - Based on the Mumford and Shah Variational Approach.- A Multiresolution Threshold Selection Method Based on Training.- Segmentation Based Environment Modeling Using a Single Image.- Unsupervised Color-Texture Segmentation.- Image Processing and Analysis.- Hierarchical MCMC Sampling.- Registration and Fusion of Blurred Images.- A New Numerical Scheme for Anisotropic Diffusion.- An Effective Detail Preserving Filter for Impulse Noise Removal.- A Quantum-Inspired Genetic Algorithm for Multi-source Affine Image Registration.- Nonparametric Impulsive Noise Removal.- BayesShrink Ridgelets for Image Denoising.- Image Salt-Pepper Noise Elimination by Detecting Edges and Isolated Noise Points.- Image De-noising via Overlapping Wavelet Atoms.- Gradient Pile up Algorithm for Edge Enhancement and Detection.- Co-histogram and Image Degradation Evaluation.- MAP Signal Reconstruction with Non Regular Grids.- Comparative Frameworks for Directional Primitive Extraction.- Dynamic Content Adaptive Super-Resolution.- Efficient Classification Method for Autonomous Driving Application.- Image Analysis and Synthesis.- Parameterized Hierarchical Annealing for Scientific Models.- Significance Test for Feature Subset Selection on Image Recognition.- Image Recognition Applied to Robot Control Using Fuzzy Modeling.- Large Display Interaction Using Video Avatar and Hand Gesture Recognition.- Image and Video Coding.- Optimal Transform in Perceptually Uniform Color Space and Its Application in Image Coding.- Lossless Compression of Color-Quantized Images Using Block-Based Palette Reordering.- Fovea Based Coding for Video Streaming.- Influence of Task and Scene Content on Subjective Video Quality.- Evaluation of Some Reordering Techniques for Image VQ Index Compression.- Adaptive Methods for Motion Characterization and Segmentation of MPEG Compressed Frame Sequences.- On the Automatic Creation of Customized Video Content.- Shape and Matching.- Graph Pattern Spaces from Laplacian Spectral Polynomials.- A Hierarchical Framework for Shape Recognition Using Articulated Shape Mixtures.- A New Affine Invariant Fitting Algorithm for Algebraic Curves.- Graph Matching Using Manifold Embedding.- A Matching Algorithm Based on Local Topologic Structure.- 2-D Shape Matching Using Asymmetric Wavelet-Based Dissimilarity Measure.- A Real-Time Image Stabilization System Based on Fourier-Mellin Transform.- A Novel Shape Descriptor Based on Interrelation Quadruplet.- An Efficient Representation of Hand Sketch Graphic Messages Using Recursive Bezier Curve Approximation.- Contour Description Through Set Operations on Dynamic Reference Shapes.- An Algorithm for Efficient and Exhaustive Template Matching.- Modelling of Overlapping Circular Objects Based on Level Set Approach.- A Method for Dominant Points Detection and Matching 2D Object Identification.- Image Description and Recognition.- Character Recognition Using Canonical Invariants.- Finding Significant Points for a Handwritten Classification Task.- The System for Handwritten Symbol and Signature Recognition Using FPGA Computing.- Reconstruction of Order Parameters Based on Immunity Clonal Strategy for Image Classification.- Visual Object Recognition Through One-Class Learning.- Semantic Image Analysis Based on the Representation of the Spatial Relations Between Objects in Images.- Ridgelets Frame.- Adaptive Curved Feature Detection Based on Ridgelet.- Globally Stabilized 3L Curve Fitting.- Learning an Information Theoretic Transform for Object Detection.- Image Object Localization by AdaBoost Classifier.- Cost and Information-Driven Algorithm Selection for Vision Systems.- Gesture Recognition for Human-Robot Interaction Through a Knowledge Based Software Platform.- Appearance-Based Object Detection in Space-Variant Images: A Multi-model Approach.- 3D Object Recognition from Appearance: PCA Versus ICA Approaches.- A Stochastic Search Algorithm to Optimize an N-tuple Classifier by Selecting Its Inputs.- Video Processing and Analysis.- A Multi-expert Approach for Shot Classification in News Videos.- Motion-Compensated Wavelet Video Denoising.- Alpha-Stable Noise Reduction in Video Sequences.- Automatic Text Extraction in Digital Video Based on Motion Analysis.- Fast Video Registration Method for Video Quality Assessment.- Hidden Markov Model Based Events Detection in Soccer Video.- 3D Imaging.- Improving Height Recovery from a Single Image of a Face Using Local Shape Indicators.- Recovery of Surface Height from Diffuse Polarisation.- Vectorization-Free Reconstruction of 3D CAD Models from Paper Drawings.- Plane Segmentation from Two Views in Reciprocal-Polar Image Space.- Tracking of Points in a Calibrated and Noisy Image Sequence.- Multiresolution Approach to "Visual Pattern" Partitioning of 3D Images.- Visual Cortex Frontend: Integrating Lines, Edges, Keypoints, and Disparity.- Estimation of Directional and Ambient Illumination Parameters by Means of a Calibration Object.- Environment Authentication Through 3D Structural Analysis.- Camera Calibration Using Two Concentric Circles.- Three-Dimensional Object Recognition Using a Modified Exoskeleton and Extended Hausdorff Distance Matching Algorithm.- Recognition of 3D Object from One Image Based on Projective and Permutative Invariants.- Wide Baseline Stereo Matching by Corner-Edge-Regions.- Gradient Based Dense Stereo Matching.- Image Retrieval and Indexing.- Accelerating Multimedia Search by Visual Features.- Semantic Browsing and Retrieval in Image Libraries.- Robust Shape Retrieval Using Maximum Likelihood Theory.- A Novel Shape Feature for Image Classification and Retrieval.- A Local Structure Matching Approach for Large Image Database Retrieval.- People Action Recognition in Image Sequences Using a 3D Articulated Object.- CVPIC Compressed Domain Image Retrieval by Colour and Shape.- Automating GIS Image Retrieval Based on MCM.- Significant Perceptual Regions by Active-Nets.- Improving the Boosted Correlogram.- Distance Map Retrieval.- Grass Field Segmentation, the First Step Toward Player Tracking, Deep Compression, and Content Based Football Image Retrieval.- Spatio-temporal Primitive Extraction Using Hermite and Laguerre Filters for Early Vision Video Indexing.- Non-parametric Performance Comparison in Pictorial Query by Content Systems.- Morphology.- Hierarchical Watersheds with Inter-pixel Boundaries.- From Min Tree to Watershed Lake Tree: Theory and Implementation.- From Min Tree to Watershed Lake Tree: Evaluation.- Optimizing Texture Primitives Description Based on Variography and Mathematical Morphology.

Volume

pt. 2 ISBN 9783540232407

Description

ICIAR 2004, the International Conference on Image Analysis and Recognition, was the ?rst ICIAR conference, and was held in Porto, Portugal. ICIAR will be organized annually, and will alternate between Europe and North America. ICIAR 2005 will take place in Toronto, Ontario, Canada. The idea of o?ering these conferences came as a result of discussion between researchers in Portugal and Canada to encourage collaboration and exchange, mainly between these two countries, but also with the open participation of other countries, addressing recent advances in theory, methodology and applications. The response to the call for papers for ICIAR 2004 was very positive. From 316 full papers submitted, 210 were accepted (97 oral presentations, and 113 - sters). The review process was carried out by the Program Committee members and other reviewers; all are experts in various image analysis and recognition areas. Each paper was reviewed by at least two reviewing parties. The high q- lity of the papers in these proceedings is attributed ?rst to the authors, and second to the quality of the reviews provided by the experts. We would like to thank the authors for responding to our call, and we wholeheartedly thank the reviewers for their excellent work in such a short amount of time. We are espe- ally indebted to the Program Committee for their e?orts that allowed us to set up this publication. We were very pleased to be able to include in the conference, Prof. Murat KuntfromtheSwissFederalInstituteofTechnology,andProf. Mario Figueiredo, oftheInstitutoSuperiorT ecnico,inPortugal.

Table of Contents

Biomedical Applications.- An Automated Multichannel Procedure for cDNA Microarray Image Processing.- A Modified Nearest Neighbor Method for Image Reconstruction in Fluorescence Microscopy.- An Improved Clustering-Based Approach for DNA Microarray Image Segmentation.- A Spatially Adaptive Filter Reducing Arc Stripe Noise for Sector Scan Medical Ultrasound Imaging.- Fuzzy-Snake Segmentation of Anatomical Structures Applied to CT Images.- Topological Active Volumes for Segmentation and Shape Reconstruction of Medical Images.- Region of Interest Based Prostate Tissue Characterization Using Least Square Support Vector Machine LS-SVM.- Ribcage Boundary Delineation in Chest X-ray Images.- A Level-Set Based Volumetric CT Segmentation Technique: A Case Study with Pulmonary Air Bubbles.- Robust Fitting of a Point Distribution Model of the Prostate Using Genetic Algorithms.- A Quantification Tool to Analyse Stained Cell Cultures.- Dynamic Pedobarography Transitional Objects by Lagrange's Equation with FEM, Modal Matching and Optimization Techniques.- 3D Meshes Registration : Application to Statistical Skull Model.- Detection of Rib Borders on X-ray Chest Radiographs.- Isosurface-Based Level Set Framework for MRA Segmentation.- Segmentation of the Comet Assay Images.- Automatic Extraction of the Retina AV Index.- Image Registration in Electron Microscopy. A Stochastic Optimization Approach.- Evolutionary Active Contours for Muscle Recognition.- Automatic Lane and Band Detection in Images of Thin Layer Chromatography.- Automatic Tracking of Arabidopsis thaliana Root Meristem in Confocal Microscopy.- Document Processing.- A New File Format for Decorative Tiles.- Projection Profile Based Algorithm for Slant Removal.- Novel Adaptive Filtering for Salt-and-Pepper Noise Removal from Binary Document Images.- Automated Seeded Region Growing Method for Document Image Binarization Based on Topographic Features.- Image Segmentation of Historical Documents: Using a Quality Index.- A Complete System for Detection and Identification of Tabular Structures from Document Images.- Underline Removal on Old Documents.- A New Algorithm for Skew Detection in Images of Documents.- Blind Source Separation Techniques for Detecting Hidden Texts and Textures in Document Images.- Efficient Removal of Noisy Borders from Monochromatic Documents.- Colour Analysis.- Robust Dichromatic Colour Constancy.- Soccer Field Detection in Video Images Using Color and Spatial Coherence.- New Methods to Produce High Quality Color Anaglyphs for 3-D Visualization.- A New Color Filter Array Interpolation Approach for Single-Sensor Imaging.- A Combinatorial Color Edge Detector.- Texture Analysis.- A Fast Probabilistic Bidirectional Texture Function Model.- Model-Based Texture Segmentation.- A New Gabor Filter Based Kernel for Texture Classification with SVM.- Grading Textured Surfaces with Automated Soft Clustering in a Supervised SOM.- Textures and Wavelet-Domain Joint Statistics.- Video Segmentation Through Multiscale Texture Analysis.- Motion Analysis.- Estimation of Common Groundplane Based on Co-motion Statistics.- An Adaptive Estimation Method for Rigid Motion Parameters of 2D Curves.- Classifiers Combination for Improved Motion Segmentation.- A Pipelined Real-Time Optical Flow Algorithm.- De-interlacing Algorithm Based on Motion Objects.- Automatic Selection of Training Samples for Multitemporal Image Classification.- Parallel Computation of Optical Flow.- Lipreading Using Recurrent Neural Prediction Model.- Multi-model Adaptive Estimation for Nonuniformity Correction of Infrared Image Sequences.- Surveillance and Remote Sensing.- A MRF Based Segmentatiom Approach to Classification Using Dempster Shafer Fusion for Multisensor Imagery.- Regularized RBF Networks for Hyperspectral Data Classification.- A Change-Detection Algorithm Enabling Intelligent Background Maintenance.- Dimension Reduction and Pre-emphasis for Compression of Hyperspectral Images.- Viewpoint Independent Detection of Vehicle Trajectories and Lane Geometry from Uncalibrated Traffic Surveillance Cameras.- Robust Tracking and Object Classification Towards Automated Video Surveillance.- Detection of Vehicles in a Motorway Environment by Means of Telemetric and Visual Data.- High Quality-Speed Dilemma: A Comparison Between Segmentation Methods for Traffic Monitoring Applications.- Automatic Recognition of Impact Craters on the Surface of Mars.- Classification of Dune Vegetation from Remotely Sensed Hyperspectral Images.- SAR Image Classification Based on Immune Clonal Feature Selection.- Depth Extraction System Using Stereo Pairs.- Fast Moving Region Detection Scheme in Ad Hoc Sensor Network.- Tracking.- LOD Canny Edge Based Boundary Edge Selection for Human Body Tracking.- Object Boundary Edge Selection for Accurate Contour Tracking Using Multi-level Canny Edges.- Reliable Dual-Band Based Contour Detection: A Double Dynamic Programming Approach.- Tracking Pedestrians Under Occlusion Using Multiple Cameras.- Application of Radon Transform to Lane Boundaries Tracking.- A Speaker Tracking Algorithm Based on Audio and Visual Information Fusion Using Particle Filter.- Kernel-Bandwidth Adaptation for Tracking Object Changing in Size.- Tracking Algorithms Evaluation in Feature Points Image Sequences.- Short-Term Memory-Based Object Tracking.- Real Time Multiple Object Tracking Based on Active Contours.- An Object Tracking Algorithm Combining Different Cost Functions.- Vehicle Tracking at Traffic Scene with Modified RLS.- Face Detection and Recognition.- Understanding In-Plane Face Rotations Using Integral Projections.- Feature Fusion Based Face Recognition Using EFM.- Real-Time Facial Feature Extraction by Cascaded Parameter Prediction and Image Optimization.- Frontal Face Authentication Through Creaseness-Driven Gabor Jets.- A Coarse-to-Fine Classification Scheme for Facial Expression Recognition.- Fast Face Detection Using QuadTree Based Color Analysis and Support Vector Verification.- Three-Dimensional Face Recognition: A Fishersurface Approach.- Face Recognition Using Improved-LDA.- Analysis and Recognition of Facial Expression Based on Point-Wise Motion Energy.- Face Class Modeling Using Mixture of SVMs.- Comparing Robustness of Two-Dimensional PCA and Eigenfaces for Face Recognition.- Useful Computer Vision Techniques for Human-Robot Interaction.- Face Recognition with Generalized Entropy Measurements.- Facial Feature Extraction and Principal Component Analysis for Face Detection in Color Images.- Security Systems.- Fingerprint Enhancement Using Circular Gabor Filter.- A Secure and Localizing Watermarking Technique for Image Authentication.- A Hardware Implementation of Fingerprint Verification for Secure Biometric Authentication Systems.- Inter-frame Differential Energy Video Watermarking Algorithm Based on Compressed Domain.- Improving DTW for Online Handwritten Signature Verification.- Distribution of Watermark According to Image Complexity for Higher Stability.- Visual Inspection.- Comparison of Intelligent Classification Techniques Applied to Marble Classification.- Inspecting Colour Tonality on Textured Surfaces.- Automated Visual Inspection of Glass Bottles Using Adapted Median Filtering.- Neuro-Fuzzy Method for Automated Defect Detection in Aluminium Castings.- Online Sauter Diameter Measurement of Air Bubbles and Oil Drops in Stirred Bioreactors by Using Hough Transform.- Defect Detection in Textile Images Using Gabor Filters.- Geometric Surface Inspection of Raw Milled Steel Blocks.

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Details

• NCID: BA68984812
• ISBN:
  • 3540232230
  • 3540232400
• LCCN: 2004112583
• Country Code: gw
• Title Language Code: eng
• Text Language Code: eng
• Place of Publication: Berlin
• Pages/Volumes: 2 v.
• Size: 24 cm
• Parent Bibliography ID:
  • BA00009279