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18. ICIAP 2015: Genoa, Italy - Part I
- Vittorio Murino
, Enrico Puppo
Image Analysis and Processing - ICIAP 2015 - 18th International Conference, Genoa, Italy, September 7-11, 2015, Proceedings, Part I. Lecture Notes in Computer Science 9279, Springer 2015, ISBN 978-3-319-23230-0
Pattern Recognition and Machine Learning
- Ilja Kuzborskij, Francesco Orabona
Transfer Learning Through Greedy Subset Selection. 3-14 - Modesto Castrillón Santana
MEG: Multi-Expert Gender Classification from Face Images in a Demographics-Balanced Dataset. 15-26 - Lu Bai, Zhihong Zhang, Peng Ren, Luca Rossi
An Edge-Based Matching Kernel Through Discrete-Time Quantum Walks. 27-38 - Tobias Maier, Thomas Vetter:
Implicit Boundary Learning for Connectomics. 39-49 - Carlos D. Zuluaga
A Parzen-Based Distance Between Probability Measures as an Alternative of Summary Statistics in Approximate Bayesian Computation. 50-61 - Eleonora Maset
Unsupervised Classification of Raw Full-Waveform Airborne Lidar Data by Self Organizing Maps. 62-72 - Luca Magri
Fitting Multiple Models via Density Analysis in Tanimoto Space. 73-84 - Manel Sekma, Mahmoud Mejdoub
Bag of Graphs with Geometric Relationships Among Trajectories for Better Human Action Recognition. 85-96 - Radu Tudor Ionescu, Marius Popescu
Have a SNAK. Encoding Spatial Information with the Spatial Non-alignment Kernel. 97-108 - Hernán Darío Vargas Cardona, Mauricio A. Álvarez
Convolved Multi-output Gaussian Processes for Semi-Supervised Learning. 109-118 - Manuele Bicego, John Makario Londoño-Bonilla
Volcano-Seismic Events Classification Using Document Classification Strategies. 119-129 - Zhihong Zhang, Lu Bai, Yuanheng Liang, Edwin R. Hancock
Unsupervised Feature Selection by Graph Optimization. 130-140 - Yumi Iwashita, Hitoshi Sakano, Ryo Kurazume
Gait Recognition Robust to Speed Transition Using Mutual Subspace Method. 141-149 - Eyasu Zemene, Marcello Pelillo:
Path-Based Dominant-Set Clustering. 150-160 - Jhouben J. Cuesta, Mauricio A. Álvarez
Global and Local Gaussian Process for Multioutput and Treed Data. 161-171 - Pier Luigi Mazzeo
BRISK Local Descriptors for Heavily Occluded Ball Recognition. 172-182 - Paola Campadelli, Elena Casiraghi
Neighborhood Selection for Dimensionality Reduction. 183-191 - Sami Abduljalil Abdulhak, Walter Riviera, Marco Cristani:
Crowdsearching Training Sets for Image Classification. 192-202 - Vittorio Cuculo
The Color of Smiling: Computational Synaesthesia of Facial Expressions. 203-214 - Chulmoo Kang, Minui Hong, Suk I. Yoo:
Learning Texture Image Prior for Super Resolution Using Restricted Boltzmann Machine. 215-224 - Francesco Battistone, Alfredo Petrosino, Gabriella Sanniti di Baja:
GRUNTS: Graph Representation for UNsupervised Temporal Segmentation. 225-235 - Ihsan Ullah
A Strict Pyramidal Deep Neural Network for Action Recognition. 236-245 - Oussama Hadjerci, Adel Hafiane
Nerve Localization by Machine Learning Framework with New Feature Selection Algorithm. 246-256 - Benoit Gaüzère, Pierluigi Ritrovato, Alessia Saggese, Mario Vento:
Human Tracking Using a Top-Down and Knowledge Based Approach. 257-267
Shape Analysis and 3D Computer Vision
- Timothée Evain
Fuzzy "Along" Spatial Relation in 3D. Application to Anatomical Structures in Maxillofacial CBCT. 271-281 - Rosario Aiello, Francesco Banterle
Compression and Querying of Arbitrary Geodesic Distances. 282-293 - Barbara Di Fabio, Massimo Ferri
Comparing Persistence Diagrams Through Complex Vectors. 294-305 - Lingyun Zhao, Miles E. Hansard, Andrea Cavallaro:
Pop-up Modelling of Hazy Scenes. 306-318 - Bertrand Kerautret, Adrien Krähenbühl, Isabelle Debled-Rennesson, Jacques-Olivier Lachaud:
3D Geometric Analysis of Tubular Objects Based on Surface Normal Accumulation. 319-331 - George Nagy
Tongue in Cheek. 332-342 - Marcin Bator
Where Is the Ground? Quality Measures for the Planar Digital Terrain Model in Terrestrial Laser Scanning. 343-353 - Fabio Bellavia
Extending the sGLOH Descriptor. 354-363 - Francesco Verdoja
Fast Superpixel-Based Hierarchical Approach to Image Segmentation. 364-374 - Giulia Picciau, Patricio D. Simari, Federico Iuricich, Leila De Floriani:
Supertetras: A Superpixel Analog for Tetrahedral Mesh Oversegmentation. 375-386 - Isabelle Debled-Rennesson, Laurent Wendling:
Extraction of Successive Patterns in Document Images by a New Concept Based on Force Histogram and Thick Discrete Lines. 387-397 - Federico Iuricich, Patricio D. Simari:
Hierarchical Mesh Segmentation Editing Through Rotation Operations. 398-409 - Manuela Chessa
Local Feature Extraction in Log-Polar Images. 410-420 - Nikolas De Giorgis, Luigi Rocca, Enrico Puppo
Scale-Space Techniques for Fiducial Points Extraction from 3D Faces. 421-431 - Dakai Jin, Cheng Chen, Punam K. Saha
Filtering Non-Significant Quench Points Using Collision Impact in Grassfire Propagation. 432-443 - Federica Arrigoni
Robust and Efficient Camera Motion Synchronization via Matrix Decomposition. 444-455 - Francesco Malapelle
Novel View-Synthesis from Multiple Sources for Conversion to 3DS. 456-467 - Mara Pistellato
Dynamic Optimal Path Selection for 3D Triangulation with Multiple Cameras. 468-479 - Alessandro Caldini, Marco Fanfani
Smartphone-Based Obstacle Detection for the Visually Impaired. 480-488 - Andrea Romanoni, Matteo Matteucci:
Efficient Moving Point Handling for Incremental 3D Manifold Reconstruction. 489-499 - Yoichi Nakaguro, Waqar S. Qureshi
Volumetric 3D Reconstruction and Parametric Shape Modeling from RGB-D Sequences. 500-516
Biomedical Applications
- Osama A. Omer
Efficient Resolution Enhancement Algorithm for Compressive Sensing Magnetic Resonance Image Reconstruction. 519-527 - Mohammad Razavi, Lei Wang, Albert Gubern-Mérida, Tatyana Ivanovska, Hendrik Laue, Nico Karssemeijer, Horst K. Hahn:
Towards Accurate Segmentation of Fibroglandular Tissue in Breast MRI Using Fuzzy C-Means and Skin-Folds Removal. 528-536 - Jiong Zhang
Robust and Fast Vessel Segmentation via Gaussian Derivatives in Orientation Scores. 537-547 - David Cárdenas-Peña
Information-Based Cost Function for a Bayesian MRI Segmentation Framework. 548-556 - Cecilia Di Ruberto
Learning by Sampling for White Blood Cells Segmentation. 557-567 - Valentina Pedoia, Sergio Balbi
Fully Automatic Brain Tumor Segmentation by Using Competitive EM and Graph Cut. 568-578 - Alessandro Stefano
An Automatic Method for Metabolic Evaluation of Gamma Knife Treatments. 579-589 - Annalisa Perasso, Cristina Campi
Spinal Canal and Spinal Marrow Segmentation by Means of the Hough Transform of Special Classes of Curves. 590-600 - Laura Gemme, Silvana G. Dellepiane:
A New Graph-Based Method for Automatic Segmentation. 601-611 - Roberta Ferretti, Silvana G. Dellepiane:
Color Spaces in Data Fusion of Multi-temporal Images. 612-622 - Vladimír Ulman
TRAgen: A Tool for Generation of Synthetic Time-Lapse Image Sequences of Living Cells. 623-634 - Paolo Andreini, Simone Bonechi
Automatic Image Analysis and Classification for Urinary Bacteria Infection Screening. 635-646 - Gabriele Piantadosi
LBP-TOP for Volume Lesion Classification in Breast DCE-MRI. 647-657 - Mauricio Orbes-Arteaga
Kernel Centered Alignment Supervised Metric for Multi-Atlas Segmentation. 658-667
Multimedia
- Andreza Sartori
Emotions in Abstract Art: Does Texture Matter? 671-682 - Pouya Ghaemmaghami, Mojtaba Khomami Abadi, Seyed Mostafa Kia
Movie Genre Classification by Exploiting MEG Brain Signals. 683-693 - Patrizia Varini, Giuseppe Serra, Rita Cucchiara:
Egocentric Video Personalization in Cultural Experiences Scenarios. 694-704 - Tewodros Mulugeta Dagnew
Advanced Content Based Image Retrieval for Fashion. 705-715
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