Image Analysis and Recognition: 5th International Conference, Iciar 2008, Póvoa de Varzim, Portugal, June 25-27, 2008, Proceedings

ISBN-13: 9783540698111 / Angielski / Miękka / 2008 / 1126 str.

Aurelio Campilho

Opis

This book constitutes the refereed proceedings of the 5th International Conference on Image Analysis and Recognition, ICIAR 2008, held in Povoa do Varzim, Portugal, in June 2008. The 110 revised full papers presented together with 2 invited papers were carefully reviewed and selected from 226 submissions. The papers are organized in topical sections on image restoration and enhancement, image and video segmentation, non-linear image processing, image and video coding and encryption, indexing and retrieval, computer vision, feature extraction and classification, shape representation and matching, object recognition, character recognition, texture and motion analysis, tracking, biomedical image analysis, biometrics, face recognition, and a special session on recent advances in multimodal biometric systems and applications.

Spis treści

Invited Papers.- DIAR: Advances in Degradation Modeling and Processing.- Analysis for Video Coding: Moving It from the Encoder to the Decoder.- Image Restoration and Enhancement.- A Fast Scheme for Multiscale Signal Denoising.- Color Scratches Removal Using Human Perception.- Self-similarity of Images in the Fourier Domain, with Applications to MRI.- A Simple Scaling Algorithm Based on Areas Pixels.- A New Method for Sharpening Color Images Using Fuzzy Approach.- Wavelet Noise Reduction Based on Energy Features.- Fast Exact Area Image Upsampling with Natural Biquadratic Histosplines.- A New Super-Resolution Algorithm Based on Areas Pixels and the Sampling Theorem of Papoulis.- Image and Video Segmentation.- Robust Segmentation Process to Detect Incidents on Highways.- Handling Topological Changes in the Topological Active Volumes Model.- Image Segmentation Via Iterative Histogram Thresholding and Morphological Features Analysis.- Vehicle Detection Based on Color and Edge Information.- A Neural Network Approach for Video Object Segmentation in Traffic Surveillance.- Non-linear Image Processing.- Color Photo Denoising Via Hue, Saturation and Intensity Diffusion.- Examining the Role of Scale in the Context of the Non-Local-Means Filter.- Geometrical Multiscale Noise Resistant Method of Edge Detection.- A Simple, General Model for the Affine Self-similarity of Images.- Image and Video Coding and Encryption.- Efficient Bit-Rate Estimation for Mode Decision of H.264/AVC.- Introducing a Two Dimensional Measure for Watermarking Capacity in Images.- Estimating the Detectability of Small Lesions in High Resolution MR Compressed Images.- JPEG Artifact Removal Using Error Distributions of Linear Coefficient Estimates.- Efficient Constrained Video Coding for Low Complexity Decoding.- Robust 3D Watermarking Technique Using Eigendecomposition and Nonnegative Matrix Factorization.- Indexing and Retrieval.- OntoAlbum: An Ontology Based Digital Photo Management System.- Weighted Fuzzy Feature Matching for Region-Based Medical Image Retrieval: Application to Cerebral Hemorrhage Computerized Tomography.- Video Retrieval Method Using Non-parametric Based Motion Classification.- Computer Vision.- A General Algorithm to Recover External Camera Parameters from Pairwise Camera Calibrations.- Auto Exposure Control for Multiple-Slope Cameras.- Recovery of Surface Normals and Reflectance from Different Lighting Conditions.- Real-Time Spherical Videos from a Fast Rotating Camera.- Near Real-Time 3D Reconstruction from InIm Video Stream.- A Simple Shadow Based Method for Camera Calibration.- Monocular Head Pose Estimation.- Active Exploration Using Bayesian Models for Multimodal Perception.- Performance Considerations for a Real-Time Integral Image Camera in Ray Tracing Environments.- Camera Location and Aperture Characterization Using the Transformation between a 2D Plane and the Image Captured by the Camera.- Optimization in 3D Scene Acquisition with Two Mobile Robots.- Feature Extraction and Classification.- Feature Extraction Using Low-Rank Approximations of the Kernel Matrix.- Minimizing the Imbalance Problem in Chromatographic Profile Classification with One-Class Classifiers.- Efficient Bisecting k-Medoids and Its Application in Gene Expression Analysis.- Feature Extraction for Regression Problems and an Example Application for Pose Estimation of a Face.- On the Performance of Stacked Generalization Classifiers.- Shape Representation and Matching.- Binary Image Registration Using Covariant Gaussian Densities.- Shape Matching Using a Novel Warping Distance Measure.- Shape Learning with Function-Described Graphs.- Mo Músaem Fíorúil: A Web-Based Search and Information Service for Museum Visitors.- A Template-Based Shape Representation Technique.- From 3D Discrete Surface Skeletons to Curve Skeletons.- Object Recognition.- Measuring Graph Similarity Using Spectral Geometry.- A Method for Blur and Affine Invariant Object Recognition Using Phase-Only Bispectrum.- An Algorithm for Binary Contour Objects Representation and Recognition.- Planar Shapes Descriptors Based on the Turning Angle Scalogram.- Character Recognition.- An Automatic Method for Video Character Segmentation.- A Database for Arabic Printed Character Recognition.- Persian Writer Identification Using Extended Gabor Filter.- Text Particles Multi-band Fusion for Robust Text Detection.- Finding Arbitrary Shaped Clusters for Character Recognition.- Texture and Motion Analysis.- Region and Graph-Based Motion Segmentation.- Rotationally Invariant Hashing of Median Binary Patterns for Texture Classification.- Is Dense Optic Flow Useful to Compute the Fundamental Matrix?.- Global Image Feature Extraction Using Slope Pattern Spectra.- Discovering Constrained Substructures in Bayesian Trees Using the E.M. Algorithm.- Generalized Least Squares-Based Parametric Motion Estimation Under Non-uniform Illumination Changes.- Comparison between 2D and 3D Local Binary Pattern Methods for Characterisation of Three-Dimensional Textures.- Texture Dissimilarity Measures for Background Change Detection.- Multi-resolution Texture Classification Based on Local Image Orientation.- Tracking.- Adaboost Video Tracking.- Image Based Visual Servoing: Estimated Image Jacobian by Using Fundamental Matrix VS Analytic Jacobian.- Homography-Based Tracking Control for Mobile Robots.- Real Time Eyes Tracking and Classification for Driver Fatigue Detection.- Biomedical Image Analysis.- A Hybrid Approach for Arabidopsis Root Cell Image Segmentation.- Fuzzy Local Binary Patterns for Ultrasound Texture Characterization.- Joint Detection of the Carotid Boundaries in Longitudinal B-Mode Images.- Automatic MRI Brain Segmentation with Combined Atlas-Based Classification and Level-Set Approach.- Automatic Detection of the Back Valley on Scoliotic Trunk Using Polygonal Surface Curvature.- Pharmacokinetic Perfusion Curves Estimation for Liver Tumor Diagnosis from DCE-MRI.- 3-D Deformation Guided On-Line Modification of Multi-leaf Collimators for Adaptive Radiation Therapy.- Optic Disc Segmentation by Means of GA-Optimized Topological Active Nets.- Automatic Individual Detection and Separation of Multiple Overlapped Nematode Worms Using Skeleton Analysis.- Classification and Quantification Based on Image Analysis for Sperm Samples with Uncertain Damaged/Intact Cell Proportions.- Detection of Clustered Microcalcifications with SUSAN Edge Detector, Adaptive Contrast Thresholding and Spatial Filters.- Subspace Vector Quantization and Markov Modeling for Cell Phase Classification.- A Stitching Algorithm for Automatic Registration of Digital Radiographs.- The Role of Entropy: Mammogram Analysis.- Biometrics.- An Enhanced Histogram Matching Approach Using the Retinal Filter’s Compression Function for Illumination Normalization in Face Recognition.- Replacement Algorithms for Fingerprint Template Update.- Optimal Features Subset Selection Using Genetic Algorithms for Iris Recognition.- A Modified Singular Point Detection Algorithm.- Fingerprint Image Postprocessing Using Windowing Technique.- Face Recognition.- Facial Gender Classification Using Shape from Shading and Weighted Principal Geodesic Analysis.- Optimization of Face Relevance Maps with Total Classification Error Minimization.- The Role of Face Parts in Gender Recognition.- Facial Shape Spaces from Surface Normals.- A Neural Network Based Cascaded Classifier for Face Detection in Color Images with Complex Background.- Kernel Weighted Scatter-Difference-Based Discriminant Analysis for Face Recognition.- Special Session: Recent Advances in Multimodal Biometric Systems.- Image Level Fusion Method for Multimodal 2D + 3D Face Recognition.- Human Lips as Emerging Biometrics Modality.- Quality-Based Score Normalization for Audiovisual Person Authentication.- Cell Phones Personal Authentication Systems Using Multimodal Biometrics.- Similarity Metrics Analysis for Feature Point Based Retinal Authentication.- A New Data Normalization Function for Multibiometric Contexts: A Case Study.- Applications.- Evolving Fuzzy Modeling of an Uncalibrated Visual Servoing System.- Alternative Methods for Counting Overlapping Grains in Digital Images.- Image Affine Inpainting.- Segmentation of Hyperspectral Images for the Detection of Rotten Mandarins.- FPGA Implementation of Parallel Alpha-Beta Associative Memories.- From Narrow to Broad Band Design and Selection in Hyperspectral Images.- Computer Vision and Classification Techniques on the Surface Finish Control in Machining Processes.- Improving the Border Detection and Image Enhancement Algorithms in Tableau.

Blurb

This book constitutes the refereed proceedings of the 5th International Conference on Image Analysis and Recognition, ICIAR 2008, held in Póvoa do Varzim, Portugal, in June 2008.

The 110 revised full papers presented together with 2 invited papers were carefully reviewed and selected from 226 submissions. The papers are organized in topical sections on image restoration and enhancement, image and video segmentation, non-linear image processing, image and video coding and encryption, indexing and retrieval, computer vision, feature extraction and classification, shape representation and matching, object recognition, character recognition, texture and motion analysis, tracking, biomedical image analysis, biometrics, face recognition, and a special session on recent advances in multimodal biometric systems and applications.