Image Analysis and Processing — ICIAP 2015: 18th International Conference, Genoa, Italy, September 7-11, 2015, Proceedings, Part I

Front Matter....Pages I-XXVI
Front Matter....Pages 1-1
Transfer Learning Through Greedy Subset Selection....Pages 3-14
MEG: Multi-Expert Gender Classification from Face Images in a Demographics-Balanced Dataset....Pages 15-26
An Edge-Based Matching Kernel Through Discrete-Time Quantum Walks....Pages 27-38
Implicit Boundary Learning for Connectomics....Pages 39-49
A Parzen-Based Distance Between Probability Measures as an Alternative of Summary Statistics in Approximate Bayesian Computation....Pages 50-61
Unsupervised Classification of Raw Full-Waveform Airborne Lidar Data by Self Organizing Maps....Pages 62-72
Fitting Multiple Models via Density Analysis in Tanimoto Space....Pages 73-84
Bag of Graphs with Geometric Relationships Among Trajectories for Better Human Action Recognition....Pages 85-96
Have a SNAK. Encoding Spatial Information with the Spatial Non-alignment Kernel....Pages 97-108
Convolved Multi-output Gaussian Processes for Semi-Supervised Learning....Pages 109-118
Volcano-Seismic Events Classification Using Document Classification Strategies....Pages 119-129
Unsupervised Feature Selection by Graph Optimization....Pages 130-140
Gait Recognition Robust to Speed Transition Using Mutual Subspace Method....Pages 141-149
Path-Based Dominant-Set Clustering....Pages 150-160
Global and Local Gaussian Process for Multioutput and Treed Data....Pages 161-171
BRISK Local Descriptors for Heavily Occluded Ball Recognition....Pages 172-182
Neighborhood Selection for Dimensionality Reduction....Pages 183-191
Crowdsearching Training Sets for Image Classification....Pages 192-202
The Color of Smiling: Computational Synaesthesia of Facial Expressions....Pages 203-214
Learning Texture Image Prior for Super Resolution Using Restricted Boltzmann Machine....Pages 215-224
Front Matter....Pages 1-1
GRUNTS: Graph Representation for UNsupervised Temporal Segmentation....Pages 225-235
A Strict Pyramidal Deep Neural Network for Action Recognition....Pages 236-245
Nerve Localization by Machine Learning Framework with New Feature Selection Algorithm....Pages 246-256
Human Tracking Using a Top-Down and Knowledge Based Approach....Pages 257-267
Front Matter....Pages 269-269
Fuzzy “Along” Spatial Relation in 3D. Application to Anatomical Structures in Maxillofacial CBCT....Pages 271-281
Compression and Querying of Arbitrary Geodesic Distances....Pages 282-293
Comparing Persistence Diagrams Through Complex Vectors....Pages 294-305
Pop-up Modelling of Hazy Scenes....Pages 306-318
3D Geometric Analysis of Tubular Objects Based on Surface Normal Accumulation....Pages 319-331
Tongue in Cheek....Pages 332-342
Where Is the Ground? Quality Measures for the Planar Digital Terrain Model in Terrestrial Laser Scanning....Pages 343-353
Extending the sGLOH Descriptor....Pages 354-363
Fast Superpixel-Based Hierarchical Approach to Image Segmentation....Pages 364-374
Supertetras: A Superpixel Analog for Tetrahedral Mesh Oversegmentation....Pages 375-386
Extraction of Successive Patterns in Document Images by a New Concept Based on Force Histogram and Thick Discrete Lines....Pages 387-397
Hierarchical Mesh Segmentation Editing Through Rotation Operations....Pages 398-409
Local Feature Extraction in Log-Polar Images....Pages 410-420
Scale-Space Techniques for Fiducial Points Extraction from 3D Faces....Pages 421-431
Filtering Non-Significant Quench Points Using Collision Impact in Grassfire Propagation....Pages 432-443
Robust and Efficient Camera Motion Synchronization via Matrix Decomposition....Pages 444-455
Front Matter....Pages 269-269
Novel View-Synthesis from Multiple Sources for Conversion to 3DS....Pages 456-467
Dynamic Optimal Path Selection for 3D Triangulation with Multiple Cameras....Pages 468-479
Smartphone-Based Obstacle Detection for the Visually Impaired....Pages 480-488
Efficient Moving Point Handling for Incremental 3D Manifold Reconstruction....Pages 489-499
Volumetric 3D Reconstruction and Parametric Shape Modeling from RGB-D Sequences....Pages 500-516
Front Matter....Pages 517-517
Efficient Resolution Enhancement Algorithm for Compressive Sensing Magnetic Resonance Image Reconstruction....Pages 519-527
Towards Accurate Segmentation of Fibroglandular Tissue in Breast MRI Using Fuzzy C-Means and Skin-Folds Removal....Pages 528-536
Robust and Fast Vessel Segmentation via Gaussian Derivatives in Orientation Scores....Pages 537-547
Information-Based Cost Function for a Bayesian MRI Segmentation Framework....Pages 548-556
Learning by Sampling for White Blood Cells Segmentation....Pages 557-567
Fully Automatic Brain Tumor Segmentation by Using Competitive EM and Graph Cut....Pages 568-578
An Automatic Method for Metabolic Evaluation of Gamma Knife Treatments....Pages 579-589
Spinal Canal and Spinal Marrow Segmentation by Means of the Hough Transform of Special Classes of Curves....Pages 590-600
A New Graph-Based Method for Automatic Segmentation....Pages 601-611
Color Spaces in Data Fusion of Multi-temporal Images....Pages 612-622
TRAgen: A Tool for Generation of Synthetic Time-Lapse Image Sequences of Living Cells....Pages 623-634
Automatic Image Analysis and Classification for Urinary Bacteria Infection Screening....Pages 635-646
LBP-TOP for Volume Lesion Classification in Breast DCE-MRI....Pages 647-657
Kernel Centered Alignment Supervised Metric for Multi-Atlas Segmentation....Pages 658-667
Front Matter....Pages 669-669
Emotions in Abstract Art: Does Texture Matter?....Pages 671-682
Front Matter....Pages 669-669
Movie Genre Classification by Exploiting MEG Brain Signals....Pages 683-693
Egocentric Video Personalization in Cultural Experiences Scenarios....Pages 694-704
Advanced Content Based Image Retrieval for Fashion....Pages 705-715
Back Matter....Pages 717-721