Image Analysis And Recognition: Second International Conference, Iciar 2005, Toronto, Canada, September 28-30, 2005, Proceedings

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Springer Science & Business Media, Sep 15, 2005 - Computers - 1279 pages
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ICIAR 2005, the International Conference on Image Analysis and Recognition, was the second ICIAR conference, and was held in Toronto, Canada. ICIAR is organized annually, and alternates between Europe and North America. ICIAR 2004 was held in Porto, Portugal. 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. TheresponsetothecallforpapersforICIAR2005wasencouraging.From295 full papers submitted, 153 were ?nally accepted (80 oral presentations, and 73 posters). The review process was carried out by the Program Committee m- bersandotherreviewers;allareexpertsinvariousimageanalysisandrecognition areas. Each paper was reviewed by at least two reviewers, and also checked by the conference co-chairs. The high quality 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, andwewholeheartedlythankthe reviewersfor theirexcellentwork,andfortheir timely response. It is this collective e?ort that resulted in the strong conference program and high-quality proceedings in your hands.
 

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Contents

Localization Scale Selection for ScaleSpace Segmentation
1
Image Segmentation for the Application of the Neugebauer Colour Prediction Model on Inkjet Printed Ceramic Tiles
9
FCM with Spatial and Multiresolution Constraints for Image Segmentation
17
Combined Color and Texture Segmentation Based on Fibonacci Lattice Sampling and Mean Shift
24
Unsupervised Image Segmentation Using Contourlet Domain Hidden Markov Trees Model
32
A Novel Color CV Method and Its Application
40
SAR Image Segmentation Using Kernel Based Spatial FCM
48
Segmentation of Nanocolumnar Crystals from Microscopic Images
55
A Neural NetworkBased Algorithm for 3D Multispectral Scanning Applied to Multimedia
635
A Novel Stereo Matching Method for Wide Disparity Range Detection
643
ThreeDimensional Structure Detection from Anisotropic AlphaShapes
651
A Morphological Edge Detector for GrayLevel Image Thresholding
659
Vector Morphological Operators for Colour Images
667
Decomposition of 3D Convex Structuring Element in Morphological Operation for Parallel Processing Architectures
676
SoftSwitching Adaptive Technique of Impulsive Noise Removal in Color Images
686
Color Indexing by Nonparametric Statistics
694

Mutual InformationBased Methods to Improve Local RegionofInterest Image Registration
63
Image Denoising Using Complex Wavelets and Markov Prior Models
73
A New Vector Median Filter Based on Fuzzy Metrics
81
Image Denoising Using Neighbor and Level Dependency
91
Time Oriented Video Summarization
99
Shadow Removal in Gradient Domain
107
Efficient Global Weighted LeastSquares Translation Registration in the Frequency Domain
116
Isotropic Blur Identification for Fully Digital Autofocusing
125
Edge Detection Models
133
Video Stabilization Using Kalman Filter and Phase Correlation Matching
141
Wavelet Image Denoising Using Localized Thresholding Operators
149
Type2 Fuzzy Image Enhancement
159
A Multilevel Framework for Video Shot Structuring
167
AllinFocus Imaging Using a Series of Images on Different Focal Planes
174
Skew Estimation and Correction for Form Documents Using Wavelet Decomposition
182
Scalable eLearning Multimedia Adaptation Architecture
191
Highlight Detection and Removal Based on Chromaticity
199
Digital Video Scrambling Using Motion Vector and Slice Relocation
207
A Method for Estimating the Complex Degree of Infrared Images Backgrounds
215
Neural Network Adaptive Switching Median Filter for the Restoration of Impulse Noise Corrupted Images
223
A Shot Boundary Detection Method for News Video Based on Rough Sets and Fuzzy Clustering
231
Image Enhancement via Fusion Based on Laplacian Pyramid Directional Filter Banks
239
WaveletBased Methods for Improving SignaltoNoise Ratio in Phase Images
247
Image Evaluation Factors
255
Monoscale Dual Ridgelet Frame
263
Description Selection Scheme for Intermediate Frame Based Multiple Description Video Streaming
270
Background Removal of Document Images Acquired Using Portable Digital Cameras
278
Comparison of the Image Distortion Correction Methods for an XRay Digital Tomosynthesis System
286
An Efficient Video Watermarking Scheme Using Adaptive Threshold and Minimum Modification on Motion Vectors
294
Lossless Compression of Correlated ImagesData with Low Complexity Encoder Using Distributed Source Coding Techniques
302
Automatically Detecting Symmetries in Decorative Tiles
310
A Fast Video Mixing Method for Multiparty Video Conference
320
Grayscale TwoDimensional LempelZiv Encoding
328
Unequal Error Protection Using Convolutional Codes for PCACoded Images
335
Design of Tree Filter Algorithm for Random Number Generator in Crypto Module
343
Layer Based Multiple Description Packetized Coding
351
Extended Application of Scalable Video Coding Methods
359
Accelerated Motion Estimation of H264 on Imagine Stream Processor
367
MPEG2 Test Stream with Static Test Patterns in DTV System
375
Speed Optimization of a MPEG4 Software Decoder Based on ARM Family Cores
383
Envelope Detection of Multiobject Shapes
399
Affine Invariant ModelBased Object Recognition Using Robust Metrics and Bayesian Statistics
407
Efficient Multiscale ShapeBased Representation and Retrieval
415
Robust Matching Area Selection for Terrain Matching Using Level Set Method
423
Shape Similarity Measurement for Boundary Based Features
431
An Exact Solution
439
Estimating the Natural Number of Classes on Hierarchically Clustered Multispectral Images
447
Image Space I3 and Eigen Curvature for Illumination Insensitive Face Detection
456
Object Shape Extraction Based on the Piecewise Linear Skeletal Representation
464
A Generic Shape Matching with Anchoring of Knowledge Primitives of Object Ontology
473
Statistical Object Recognition Including Color Modeling
481
Determining Multiscale Image Feature Angles from Complex Wavelet Phases
490
Cylinder Rotational Orientation Based on Circle Detection
499
Lip Reading Based on Sampled Active Contour Model
507
Fast Viseme Recognition for Talking Head Application
516
Image Analysis by Discrete Orthogonal Hahn Moments
524
Artificial vs Natural
532
Recognition of Passports Using a Hybrid Intelligent System
540
Description of Digital Images by RegionBased Contour Trees
549
Compressing 2D Shapes Using Concavity Trees
559
ContentBased Image Retrieval Using Perceptual Shape Features
567
Compressed Telesurveillance Video Database Retrieval Using Fuzzy Classification System
575
MachineLearningBased Image Categorization
585
Improving ShapeBased CBIR for Natural Image Content Using a Modified GFD
593
Probabilistic Similarity Measures in Image Databases with SVM Based Categorization and Relevance Feedback
601
ThreeDimensional Planar Profile Registration in 3D Scanning
617
TextPose Estimation in 3D Using EdgeDirection Distributions
625
High Order Extrapolation Using Taylor Series for Color Filter Array Demosaicing
703
Adaptive Colorimetric Characterization of Digital Camera with White Balance
712
A New Color Constancy Algorithm Based on the Histogram of Feasible Mappings
720
A Comparative Study of SkinColor Models
729
Hermite FilterBased Texture Analysis with Application to Handwriting Document Indexing
737
RotationInvariant Texture Classification Using Steerable Gabor Filter Bank
746
Multiresolution Histograms for SVMBased Texture Classification
754
Texture Classification Based on the Fractal Performance of the Moment Feature Images
762
Mapping Local Image Deformations into Depth
770
Motion Segmentation Using a KNearestNeighborBased Fusion Procedure of Spatial and Temporal Label Cues
778
2D Shape Measurement of Multiple Moving Objects by GMM Background Modeling and Optical Flow
789
A Fast RealTime Skin Detector for Video Sequences
804
Efficient Moving Object Segmentation Algorithm for Illumination Change in Surveillance System
812
Maintaining Trajectories of Salient Objects for Robust Visual Tracking
820
A Novel Tracking Framework Using Kalman Filtering and Elastic Matching
836
Singularity Detection and Consistent 3D Arm Tracking Using Monocular Videos
844
Predictive Estimation Method to Track Occluded Multiple Objects Using Joint Probabilistic Data Association Filter
852
A ModelBased Hematopoietic Stem Cell Tracker
861
Carotid Artery Ultrasound Image Segmentation Using Fuzzy Region Growing
869
Vector Median Root Signals Determination for cDNA Microarray Image Segmentation
879
A New Method for DNA Microarray Image Segmentation
886
Comparative PixelLevel Exudate Recognition in Colour Retinal Images
894
Artificial Life Feature Selection Techniques for Prostrate Cancer Diagnosis Using TRUS Images
903
A Border Irregularity Measure Using a Modified Conditional Entropy Method as a Malignant Melanoma Predictor
914
Automatic Hepatic Tumor Segmentation Using Composite Hypotheses
922
Automated Snake Initialization for the Segmentation of the Prostate in Ultrasound Images
930
Bayesian Differentiation of Multiscale LineStructures for ModelFree Instrument Segmentation in Thoracoscopic Images
938
Segmentation of Ultrasonic Images of the Carotid
949
Genetic ModelBased Segmentation of Chest XRay Images Using Free Form Deformations
958
Suppression of Stripe Artifacts in Mammograms Using Weighted Median Filtering
966
Feature Extraction for Classification of ThinLayer Chromatography Images
974
A New Approach to Automatically Detecting Grids in DNA Microarray Images
982
Ultrafast Technique of Impulsive Noise Removal with Application to Microarray Image Denoising
990
Detection of Microcalcification Clusters in Mammograms Using a Difference of Optimized Gaussian Filters
998
A NarrowBand LevelSet Method with Dynamic Velocity for Neural Stem Cell Cluster Segmentation
1006
Multidimensional Color Histograms for Segmentation of Wounds in Images
1014
Robust Face Recognition from Images with Varying Pose
1023
Feature Extraction Used for Face Localization Based on Skin Color
1032
RotationInvariant Facial Feature Detection Using Gabor Wavelet and Entropy
1040
Face Recognition Using Optimized 3D Information from Stereo Images
1048
Face Recognition Combine Generic and Specific Solutions
1057
Occluded Face Recognition by Means of the IFS
1073
Verification of Biometric Palmprint Patterns Using Optimal TradeOff Filter Classifiers
1081
Advanced Correlation Filters for Face Recognition Using LowResolution Visual and Thermal Imagery
1089
Robust Iris Recognition Using Advanced Correlation Techniques
1098
Secure and Efficient Transmissions of Fingerprint Images for Embedded Processors
1106
Facial Component Detection for Efficient Facial Characteristic Point Extraction
1125
Neural Networks
1133
Enhanced Facial Feature Extraction Using RegionBased SuperResolution Aided Video Sequences
1141
Region Estimation
1149
A Step Towards Practical Steganography Systems
1158
New Aspect Ratio Invariant Visual Secret Sharing Schemes Using Square BlockWise Operation
1167
Minimizing the Statistical Impact of LSB Steganography
1175
Extended Visual Secret Sharing Schemes with HighQuality Shadow Images Using Gray Sub Pixels
1184
A Steganographic Method for Digital Images Robust to RS Steganalysis
1192
Estimation of Target Density Functions by a New Algorithm
1200
A Neural Network for Nonuniformity and Ghosting Correction of Infrared Image Sequences
1208
A Performance Study
1217
RealTime and Robust Background Updating for Video Surveillance and Monitoring
1226
Evaluation and Improvements of a RealTime Background Subtraction Method
1234
Fixed Pixel Threshold PDC Algorithm and Its Implementation for Full Search Block Matching Motion Estimation
1242
Robust Global Mosaic Topology Estimation for RealTime Applications
1250
RealTime Digital Image Warping for Display Distortion Correction
1258
ComplexityControllable Motion Estimation for RealTime Video Encoder
1266
Author Index
1274
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