Ebook: Computer Analysis of Images and Patterns: 15th International Conference, CAIP 2013, York, UK, August 27-29, 2013, Proceedings, Part I

The two volume set LNCS 8047 and 8048 constitutes the refereed proceedings of the 15th International Conference on Computer Analysis of Images and Patterns, CAIP 2013, held in York, UK, in August 2013. The 142 papers presented were carefully reviewed and selected from 243 submissions. The scope of the conference spans the following areas: 3D TV, biometrics, color and texture, document analysis, graph-based methods, image and video indexing and database retrieval, image and video processing, image-based modeling, kernel methods, medical imaging, mobile multimedia, model-based vision approaches, motion analysis, natural computation for digital imagery, segmentation and grouping, and shape representation and analysis.

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The two volume set LNCS 8047 and 8048 constitutes the refereed proceedings of the 15th International Conference on Computer Analysis of Images and Patterns, CAIP 2013, held in York, UK, in August 2013.

The 142 papers presented were carefully reviewed and selected from 243 submissions. The scope of the conference spans the following areas: 3D TV, biometrics, color and texture, document analysis, graph-based methods, image and video indexing and database retrieval, image and video processing, image-based modeling, kernel methods, medical imaging, mobile multimedia, model-based vision approaches, motion analysis, natural computation for digital imagery, segmentation and grouping, and shape representation and analysis.

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The two volume set LNCS 8047 and 8048 constitutes the refereed proceedings of the 15th International Conference on Computer Analysis of Images and Patterns, CAIP 2013, held in York, UK, in August 2013.

The 142 papers presented were carefully reviewed and selected from 243 submissions. The scope of the conference spans the following areas: 3D TV, biometrics, color and texture, document analysis, graph-based methods, image and video indexing and database retrieval, image and video processing, image-based modeling, kernel methods, medical imaging, mobile multimedia, model-based vision approaches, motion analysis, natural computation for digital imagery, segmentation and grouping, and shape representation and analysis.

Content:
Front Matter....Pages -
Biomedical Imaging: A Computer Vision Perspective....Pages 1-19
Rapid Localisation and Retrieval of Human Actions with Relevance Feedback....Pages 20-27
Deformable Shape Reconstruction from Monocular Video with Manifold Forests....Pages 28-36
Multi-SVM Multi-instance Learning for Object-Based Image Retrieval....Pages 37-44
Maximizing Edit Distance Accuracy with Hidden Conditional Random Fields....Pages 45-53
Background Recovery by Fixed-Rank Robust Principal Component Analysis....Pages 54-61
Manifold Learning and the Quantum Jensen-Shannon Divergence Kernel....Pages 62-69
Spatio-temporal Manifold Embedding for Nearly-Repetitive Contents in a Video Stream....Pages 70-77
Spatio-temporal Human Body Segmentation from Video Stream....Pages 78-85
Sparse Depth Sampling for Interventional 2-D/3-D Overlay: Theoretical Error Analysis and Enhanced Motion Estimation....Pages 86-93
Video Synopsis Based on a Sequential Distortion Minimization Method....Pages 94-101
A Graph Embedding Method Using the Jensen-Shannon Divergence....Pages 102-109
Mixtures of Radial Densities for Clustering Graphs....Pages 110-119
Complexity Fusion for Indexing Reeb Digraphs....Pages 120-127
Analysis of Wave Packet Signature of a Graph....Pages 128-136
Hearing versus Seeing Identical Twins....Pages 137-144
Voting Strategies for Anatomical Landmark Localization Using the Implicit Shape Model....Pages 145-153
Evaluating the Impact of Color on Texture Recognition....Pages 154-162
Temporal Self-Similarity for Appearance-Based Action Recognition in Multi-View Setups....Pages 163-171
Adaptive Pixel/Patch-Based Stereo Matching for 2D Face Recognition....Pages 172-179
A Machine Learning Approach for Displaying Query Results in Search Engines....Pages 180-187
A New Pixel-Based Quality Measure for Segmentation Algorithms Integrating Precision, Recall and Specificity....Pages 188-195
A Novel Border Identification Algorithm Based on an “Anti-Bayesian” Paradigm....Pages 196-203
Assessing the Effect of Crossing Databases on Global and Local Approaches for Face Gender Classification....Pages 204-211
BRDF Estimation for Faces from a Sparse Dataset Using a Neural Network....Pages 212-220
Comparison of Leaf Recognition by Moments and Fourier Descriptors....Pages 221-228
Dense Correspondence of Skull Models by Automatic Detection of Anatomical Landmarks....Pages 229-236
Detection of Visual Defects in Citrus Fruits: Multivariate Image Analysis vs Graph Image Segmentation....Pages 237-244
Domain Adaptation Based on Eigen-Analysis and Clustering, for Object Categorization....Pages 245-253
Estimating Clusters Centres Using Support Vector Machine: An Improved Soft Subspace Clustering Algorithm....Pages 254-261
Fast Approximate Minimum Spanning Tree Algorithm Based on K-Means....Pages 262-269
Fast EM Principal Component Analysis Image Registration Using Neighbourhood Pixel Connectivity....Pages 270-277
Fast Unsupervised Segmentation Using Active Contours and Belief Functions....Pages 278-285
Flexible Hypersurface Fitting with RBF Kernels....Pages 286-293
Gender Classification Using Facial Images and Basis Pursuit....Pages 294-301
Graph Clustering through Attribute Statistics Based Embedding....Pages 302-309
Graph-Based Regularization of Binary Classifiers for Texture Segmentation....Pages 310-318
Hierarchical Annealed Particle Swarm Optimization for Articulated Object Tracking....Pages 319-326
High-Resolution Feature Evaluation Benchmark....Pages 327-334
Fully Automatic Segmentation of AP Pelvis X-rays via Random Forest Regression and Hierarchical Sparse Shape Composition....Pages 335-343
Language Adaptive Methodology for Handwritten Text Line Segmentation....Pages 344-351
Learning Geometry-Aware Kernels in a Regularization Framework....Pages 352-359
Motion Trend Patterns for Action Modelling and Recognition....Pages 360-367
On Achieving Near-Optimal “Anti-Bayesian” Order Statistics-Based Classification for Asymmetric Exponential Distributions....Pages 368-376
Optimizing Feature Selection through Binary Charged System Search....Pages 377-384
Outlines of Objects Detection by Analogy....Pages 385-392
PaTHOS: Part-Based Tree Hierarchy for Object Segmentation....Pages 393-400
Tracking System with Re-identification Using a Graph Kernels Approach....Pages 401-408
Recognizing Human-Object Interactions Using Sparse Subspace Clustering....Pages 409-416
Scale-Space Clustering on the Sphere....Pages 417-424
The Importance of Long-Range Interactions to Texture Similarity....Pages 425-432
Unsupervised Dynamic Textures Segmentation....Pages 433-440
Voting Clustering and Key Points Selection....Pages 441-448
Motor Pump Fault Diagnosis with Feature Selection and Levenberg-Marquardt Trained Feedforward Neural Network....Pages 449-456
Unobtrusive Fall Detection at Home Using Kinect Sensor....Pages 457-464
“BAM!” Depth-Based Body Analysis in Critical Care....Pages 465-472
3-D Feature Point Matching for Object Recognition Based on Estimation of Local Shape Distinctiveness....Pages 473-481
3D Human Tracking from Depth Cue in a Buying Behavior Analysis Context....Pages 482-489
A New Bag of Words LBP (BoWL) Descriptor for Scene Image Classification....Pages 490-497
Accurate Scale Factor Estimation in 3D Reconstruction....Pages 498-506
Affine Colour Optical Flow Computation....Pages 507-514
Can Salient Interest Regions Resume Emotional Impact of an Image?....Pages 515-522
Contraharmonic Mean Based Bias Field Correction in MR Images....Pages 523-530
Correlation between Biopsy Confirmed Cases and Radiologist’s Annotations in the Detection of Lung Nodules by Expanding the Diagnostic Database Using Content Based Image Retrieval....Pages 531-538
Enforcing Consistency of 3D Scenes with Multiple Objects Using Shape-from-Contours....Pages 539-547
Expectation Conditional Maximization-Based Deformable Shape Registration....Pages 548-555
Facial Expression Recognition with Regional Features Using Local Binary Patterns....Pages 556-563
Global Image Registration Using Random Projection and Local Linear Method....Pages 564-571
Image Segmentation by Oriented Image Foresting Transform with Geodesic Star Convexity....Pages 572-579
Multi-run 3D Streetside Reconstruction from a Vehicle....Pages 580-588
Interactive Image Segmentation via Graph Clustering and Synthetic Coordinates Modeling....Pages 589-596
Back Matter....Pages -