This book constitutes the refereed proceedings of the 15th International Conference on Image Analysis and Processing, ICIAP 2009, held in Vietri sul Mare, Italy, in September 2009.
The 107 revised full papers presented together with 3 invited papers were carefully reviewed and selected from 168 submissions. The papers are organized in topical sections on computer graphics and image processing, low and middle level processing, 2D and 3D segmentation, feature extraction and image analysis, object detection and recognition, video analysis and processing, pattern analysis and classification, learning, graphs and trees, applications, shape analysis, face analysis, medical imaging, and image analysis and pattern recognition.
Author(s): Bogdan Gabrys (auth.), Pasquale Foggia, Carlo Sansone, Mario Vento (eds.)
Series: Lecture Notes in Computer Science 5716 : Image Processing, Computer Vision, Pattern Recognition, and Graphics
Edition: 1
Publisher: Springer-Verlag Berlin Heidelberg
Year: 2009
Language: English
Pages: 1056
Tags: Pattern Recognition; Image Processing and Computer Vision; Artificial Intelligence (incl. Robotics); Computer Graphics; Algorithm Analysis and Problem Complexity
Front Matter....Pages -
Learning with Missing or Incomplete Data....Pages 1-4
Image Analysis and Machine Learning: How to Foster a Stronger Connection?....Pages 5-5
Computer Analysis of Lighting in Realist Master Art: Current Methods and Future Challenges....Pages 6-11
First International Fingerprint Liveness Detection Competition—LivDet 2009....Pages 12-23
SVR-Based Jitter Reduction for Markerless Augmented Reality....Pages 24-33
Re-photography and Environment Monitoring Using a Social Sensor Network....Pages 34-42
Region-Based Illuminant Estimation for Effective Color Correction....Pages 43-52
A New Technique for Image Magnification....Pages 53-61
Nonlocal Similarity Image Filtering....Pages 62-71
FESID: Finite Element Scale Invariant Detector....Pages 72-81
Conditions for Segmentation of 2D Translations of 3D Objects....Pages 82-91
Segmentation of Wood Fibres in 3D CT Images Using Graph Cuts....Pages 92-102
Semantic-Based Segmentation and Annotation of 3D Models....Pages 103-112
Reducing Keypoint Database Size....Pages 113-122
Automatic Estimation of the Inlier Threshold in Robust Multiple Structures Fitting....Pages 123-131
Integration of Contextual Information in Online Handwriting Representation....Pages 132-142
Plant Leaf Identification Using Multi-scale Fractal Dimension....Pages 143-150
Detection of a Hand Holding a Cellular Phone Using Multiple Image Features....Pages 151-160
Object Detection by Estimating and Combining High-Level Features....Pages 161-169
Video Event Classification Using Bag of Words and String Kernels....Pages 170-178
Video Sequences Association for People Re-identification across Multiple Non-overlapping Cameras....Pages 179-189
Shadow Removal in Outdoor Video Sequences by Automatic Thresholding of Division Images....Pages 190-198
A New Generative Feature Set Based on Entropy Distance for Discriminative Classification....Pages 199-208
A Hybrid Approach Handling Imbalanced Datasets....Pages 209-218
Nonlinear Embedded Map Projection for Dimensionality Reduction....Pages 219-228
A Riemannian Self-Organizing Map....Pages 229-238
Towards a Theoretical Framework for Learning Multi-modal Patterns for Embodied Agents....Pages 239-248
The Impact of Reliability Evaluation on a Semi-supervised Learning Approach....Pages 249-258
On the Training Patterns Pruning for Optimum-Path Forest....Pages 259-268
Learning Class Specific Graph Prototypes....Pages 269-277
Tree Covering within a Graph Kernel Framework for Shape Classification....Pages 278-287
Vision-Based Markerless Gaming Interface....Pages 288-296
Quality Assessment of the MPEG-4 Scalable Video CODEC....Pages 297-306
An Automatic Method for Counting Annual Rings in Noisy Sawmill Images....Pages 307-316
A License Plate Extraction Algorithm Based on Edge Statistics and Region Growing....Pages 317-326
Boat Speed Monitoring Using Artificial Vision....Pages 327-336
Theia: Multispectral Image Analysis and Archaeological Survey....Pages 337-345
A Self-updating Multiexpert System for Face Identification....Pages 346-354
Characterisation of Retinal Feature Points Applied to a Biometric System....Pages 355-363
Coastline Detection from SAR Images by Level Set Model....Pages 364-373
Wavelet-Based Feature Extraction for Handwritten Numerals....Pages 374-383
A Texture Based Shoe Retrieval System for Shoe Marks of Real Crime Scenes....Pages 384-393
Encephalic NMR Tumor Diversification by Textural Interpretation....Pages 394-403
Pathnodes Integration of Standalone Particle Filters for People Tracking on Distributed Surveillance Systems....Pages 404-413
On Improving the Efficiency of Eigenface Using a Novel Facial Feature Localization....Pages 414-424
Semiotic Design of a Hypermedia for Cultural Heritage....Pages 425-433
An Experimental Analysis of the Relationship between Biometric Template Update and the Doddington’s Zoo: A Case Study in Face Verification....Pages 434-442
Similarity Searches in Face Databases....Pages 443-450
Vision-Based Motion Capture of Interacting Multiple People....Pages 451-460
Probabilistic Corner Detection for Facial Feature Extraction....Pages 461-470
License Plate Detection and Character Recognition....Pages 471-480
Towards a Subject-Centered Analysis for Automated Video Surveillance....Pages 481-489
Geometric-Aligned Cancelable Fingerprint Templates....Pages 490-499
A Hybrid Approach to Land Cover Classification from Multi Spectral Images....Pages 500-508
Improving the Accuracy of a Score Fusion Approach Based on Likelihood Ratio in Multimodal Biometric Systems....Pages 509-518
A 3D Scanner for Transparent Glass....Pages 519-527
Red Eye Detection through Bag-of-Keypoints Classification....Pages 528-537
A New Large Urdu Database for Off-Line Handwriting Recognition....Pages 538-546
Object Matching in Distributed Video Surveillance Systems by LDA-Based Appearance Descriptors....Pages 547-557
Analysis and Classification of Crithidia Luciliae Fluorescent Images....Pages 558-566
Confidence Measures for Error Correction in Interactive Transcription Handwritten Text....Pages 567-574
On the Quantitative Estimation of Short-Term Aging in Human Faces....Pages 575-584
3D Neural Model-Based Stopped Object Detection....Pages 585-593
A New Linguistic-Perceptual Event Model for Spatio-Temporal Event Detection and Personalized Retrieval of Sports Video....Pages 594-603
Towards Protein Interaction Analysis through Surface Labeling....Pages 604-612
A Semi-automated Method for the Measurement of the Fetal Nuchal Translucency in Ultrasound Images....Pages 613-622
Video Background Segmentation Using Adaptive Background Models....Pages 623-632
A New Algorithm for Polygonal Approximation Based on Ant Colony Optimization....Pages 633-641
Recognition of Occluded Shapes Using Size Functions....Pages 642-651
Discrete Distortion for Surface Meshes....Pages 652-661
Webcam-Based Visual Gaze Estimation....Pages 662-671
Real-Time Probabilistic Tracking of Faces in Video....Pages 672-681
A Robust Iris Localization Model Based on Phase Congruency and Least Trimmed Squares Estimation....Pages 682-691
Shape-Based Classification of 3D Head Data....Pages 692-700
Sudden Changes Detection in WCE Video....Pages 701-710
Denoising of Digital Radiographic Images with Automatic Regularization Based on Total Variation....Pages 711-720
A Real-Time Occlusion Aware Hardware Structure for Disparity Map Computation....Pages 721-730
A Graph-Based Approach for Shape Skeleton Analysis....Pages 731-738
Reconnecting Broken Ridges in Fingerprint Images....Pages 739-747
Optimum Sensors for ‘Chromaticity’ Constancy in the Pixel....Pages 748-756
An Improved Adaptive Smoothing Method....Pages 757-766
Objective Quality Assessment Measurement for Typhoon Cloud Image Enhancement....Pages 767-776
Fuzzy Smoothed Composition of Local Mapping Transformations for Non-rigid Image Registration....Pages 777-786
Many-to-Many Matching under the l 1 Norm....Pages 787-796
Evaluation of a Foreground Segmentation Algorithm for 3D Camera Sensors....Pages 797-806
Image Quality Assessment Based on Multi-scale Geometric Analysis....Pages 807-815
Connected Component Labeling Techniques on Modern Architectures....Pages 816-824
Estimation of Object Position Based on Color and Shape Contextual Information....Pages 825-834
Hallucinating Faces: Global Linear Modal Based Super-Resolution and Position Based Residue Compensation....Pages 835-843
Joint Affine and Illumination Estimation Using Scale Manipulation Features....Pages 844-852
Real-Time Descriptorless Feature Tracking....Pages 853-862
Adaptive Sharpening with Overshoot Control....Pages 863-872
Applying Visual Object Categorization and Memory Colors for Automatic Color Constancy....Pages 873-882
Anomaly-Based Detection of IRC Botnets by Means of One-Class Support Vector Classifiers....Pages 883-892
Detection of Duplicated Regions in Tampered Digital Images by Bit-Plane Analysis....Pages 893-901
Color Features Performance Comparison for Image Retrieval....Pages 902-910
An Adaptive Technique for Accurate Feature Extraction from Regular and Irregular Image Data....Pages 911-919
Processing Hexagonal Images in a Virtual Environment....Pages 920-928
Pixel Coverage Segmentation for Improved Feature Estimation....Pages 929-938
A Generic Method of Line Matching for Central Imaging Systems under Short-Baseline Motion....Pages 939-948
Reconstructing 3D Facial Shape Using Spherical Harmonics....Pages 949-957
Retinex Combined with Total Variation for Image Illumination Normalization....Pages 958-964
A Color-Based Interest Operator....Pages 965-974
An Evaluation of Scale and Noise Sensitivity of Fibre Orientation Estimation in Volume Images....Pages 975-984
Real-Time Online Video Object Silhouette Extraction Using Graph Cuts on the GPU....Pages 985-994
On a New Measure of Classifier Competence Applied to the Design of Multiclassifier Systems....Pages 995-1004
Multi-class Binary Symbol Classification with Circular Blurred Shape Models....Pages 1005-1014
A Novel Recognition Approach for Sketch-Based Interfaces....Pages 1015-1024
Simultaneous Document Margin Removal and Skew Correction Based on Corner Detection in Projection Profiles....Pages 1025-1034
Dense Two-Frame Stereo Correspondence by Self-organizing Neural Network....Pages 1035-1042
Towards a Linear Combination of Dichotomizers by Margin Maximization....Pages 1043-1052
Back Matter....Pages -