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ORCID1st ICPRAM 2012: Vilamoura, Algarve, Portugal - Volume 1
- Pedro Latorre-Carmona, J. Salvador Sánchez, Ana L. N. Fred:
ICPRAM 2012 - Proceedings of the 1st International Conference on Pattern Recognition Applications and Methods, Volume 1, Vilamoura, Algarve, Portugal, 6-8 February, 2012. SciTePress 2012, ISBN 978-989-8425-98-0
Invited Speakers
Keynote Lectures
- Tibério S. Caetano:
The Interplay of Statistical and Structural Pattern Recognition from a Machine Learning Perspective. ICPRAM (1) 2012 - Francis R. Bach:
Structured Sparsity and Convex Optimization. ICPRAM (1) 2012 - José C. Príncipe:
Measure of Statistical Dependence. ICPRAM (1) 2012 - Joachim M. Buhmann:
Context Sensitive Information: Model Validation by Information Theory. ICPRAM (1) 2012 - Kostas Triantafyllopoulos:
Detecting Mean Reverted Patterns in Statistical Arbitrage. ICPRAM (1) 2012
Theory and Methods
Full Papers
- Tatiana Gossen, Michael Kotzyba, Andreas Nürnberger:
Adaptation and Enhancement of Evaluation Measures to Overlapping Graph Clusterings. ICPRAM (1) 2012: 5-14 - Martin Emms, Hector-Hugo Franco-Penya:
On Order Equivalences between Distance and Similarity Measures on Sequences and Trees. ICPRAM (1) 2012: 15-24 - Thomas Lansdall-Welfare, Ilias N. Flaounas, Nello Cristianini:
Scalable Corpus Annotation by Graph Construction and Label Propagation. ICPRAM (1) 2012: 25-34 - Tobias Berka, Helmut A. Mayer:
Nonlinear Feature Construction with Evolved Neural Networks for Classification Problems. ICPRAM (1) 2012: 35-44 - Fabian Gieseke, Antti Airola, Tapio Pahikkala, Oliver Kramer:
Sparse Quasi-Newton Optimization for Semi-supervised Support Vector Machines. ICPRAM (1) 2012: 45-54 - Daniel Riccio, Maria De Marsico:
Iris Recognition in Visible Light Domain. ICPRAM (1) 2012: 55-62 - Rodolphe Priam, Mohamed Nadif, Gérard Govaert:
Nonlinear Mapping by Constrained Co-clustering. ICPRAM (1) 2012: 63-68 - Sebastian Tschiatschek, Franz Pernkopf:
Convex Combinations of Maximum Margin Bayesian Network Classifiers. ICPRAM (1) 2012: 69-77 - Miguel S. B. Almeida, Ricardo Vigário, José M. Bioucas-Dias:
Estimation of the Common Oscillation for Phase Locked Matrix Factorization. ICPRAM (1) 2012: 78-85 - Daniel Recoskie, Tao Xu, Pascal Matsakis:
A General Algorithm for Calculating Force Histograms using Vector Data. ICPRAM (1) 2012: 86-92 - Soledad Espezua, Edwin Villanueva, Carlos Dias Maciel:
On the Crossover Operator for GA-based Optimizers in Sequential Projection Pursuit. ICPRAM (1) 2012: 93-102 - Artur J. Ferreira, Mário A. T. Figueiredo:
A Dynamic Wrapper Method for Feature Discretization and Selection. ICPRAM (1) 2012: 103-112 - Anna C. Carli, Mário A. T. Figueiredo, Manuele Bicego, Vittorio Murino:
Generative Embeddings based on Rician Mixtures - Application to Kernel-based Discriminative Classification of Magnetic Resonance Images. ICPRAM (1) 2012: 113-122 - Sakinah Ali Pitchay, Ata Kabán:
Single-frame Signal Recovery using a Similarity-prior based on Pearson Type VII MRF. ICPRAM (1) 2012: 123-133 - Ana Isabel Oviedo, Oscar Ortega:
Clustering Complex Multimedia Objects using an Ensemble Approach. ICPRAM (1) 2012: 134-143 - Martin Emms:
On Stochastic Tree Distances and Their Training via Expectation-Maximisation. ICPRAM (1) 2012: 144-153
Short Papers
- Frederick Kin Hing Phoa:
The Stepwise Response Refinement Screener (SRRS) and its Applications to Analysis of Factorial Experiments. ICPRAM (1) 2012: 157-161 - Gauthier Doquire, Michel Verleysen:
Handling Imprecise Labels in Feature Selection with Graph Laplacian. ICPRAM (1) 2012: 162-169 - Robert Sorschag:
Semi-local Features for the Classification of Segmented Objects. ICPRAM (1) 2012: 170-175 - Gauthier Doquire, Michel Verleysen:
A Comparison of Multivariate Mutual Information Estimators for Feature Selection. ICPRAM (1) 2012: 176-185 - Lorenzo Livi, Guido Del Vescovo, Antonello Rizzi:
Graph Recognition by Seriation and Frequent Substructures Mining. ICPRAM (1) 2012: 186-191 - Olivier Chabiron, Jérôme Fehrenbach, Pierre Degond, Mehdi Moussaïd, Julien Pettré, Samuel Lemercier:
Lane Detection in Pedestrian Motion and Entropy-based Order Index. ICPRAM (1) 2012: 192-197 - Carlos Pardo-Aguilar, José-Francisco Díez-Pastor, Nicolás García-Pedrajas, Juan José Rodríguez Diez, César Ignacio García-Osorio:
Linear Projection Methods - An Experimental Study for Regression Problems. ICPRAM (1) 2012: 198-204 - Olcay Taner Yildiz:
On the VC-Dimension of Univariate Decision Trees. ICPRAM (1) 2012: 205-210 - Salvador García, Victoria López, Julián Luengo, Cristóbal J. Carmona, Francisco Herrera:
A Preliminary Study on Selecting the Optimal Cut Points in Discretization by Evolutionary Algorithms. ICPRAM (1) 2012: 211-216 - Edwin Villanueva, Carlos Dias Maciel:
Optimized Algorithm for Learning Bayesian Network Super-structures. ICPRAM (1) 2012: 217-222 - Sangkyun Lee, Stephen J. Wright:
ASSET: Approximate Stochastic Subgradient Estimation Training for Support Vector Machines. ICPRAM (1) 2012: 223-228 - Paula Brito, Marie Chavent:
Divisive Monothetic Clustering for Interval and Histogram-valued Data. ICPRAM (1) 2012: 229-234 - Luis Fernando Lago-Fernández, Gonzalo Martínez-Muñoz, Ana M. González, Manuel A. Sánchez-Montañés:
Evaluation of Negentropy-based Cluster Validation Techniques in Problems with Increasing Dimensionality. ICPRAM (1) 2012: 235-241 - Mónica Millán-Giraldo, Vicente García, José Salvador Sánchez:
Prototype Selection in Imbalanced Data for Dissimilarity Representation - A Preliminary Study. ICPRAM (1) 2012: 242-247 - Madhusudana V. S. Shashanka, Michael Giering:
Simplex Decompositions using SVD and PLSA. ICPRAM (1) 2012: 248-252 - Martin Kleinsteuber, Simon Hawe:
Tracking Solutions of Time Varying Linear Inverse Problems. ICPRAM (1) 2012: 253-257
Posters
- Olarik Surinta, Lambert Schomaker, Marco A. Wiering:
Handwritten Character Classification using the Hotspot Feature Extraction Technique. ICPRAM (1) 2012: 261-264 - Thanh-Binh Le, Sang-Woon Kim:
On Improving Semi-supervised Marginboost Incrementally using Strong Unlabeled Data. ICPRAM (1) 2012: 265-268 - Lorenzo Livi, Guido Del Vescovo, Antonello Rizzi:
Inexact Graph Matching through Graph Coverage. ICPRAM (1) 2012: 269-272 - Matthias Reif:
A Comprehensive Dataset for Evaluating Approaches of Various Meta-learning Tasks. ICPRAM (1) 2012: 273-276 - Shodai Horima, Kazunori Onoguchi:
Traffic Light Recognition using Circular Separability Filter. ICPRAM (1) 2012: 277-283 - Rodolphe Priam, Mohamed Nadif:
Generative Topographic Mapping and Factor Analyzers. ICPRAM (1) 2012: 284-287 - Marco Körner, Daniel Haase, Joachim Denzler:
Scale-independent Spatio-temporal Statistical Shape Representations for 3D Human Action Recognition. ICPRAM (1) 2012: 288-294 - Minwoo Kim, Il-Seok Oh:
Cloth Covering and Application to Feature Extraction for Script Identification. ICPRAM (1) 2012: 295-299 - Weiwei Zong, Yuan Lan, Guang-Bin Huang:
Online Sequential Learning based on Enhanced Extreme Learning Machine using Left or Right Pseudo-inverse. ICPRAM (1) 2012: 300-305 - Helena Aidos, Ana L. N. Fred, Robert P. W. Duin:
Classification using High Order Dissimilarities in Non-euclidean Spaces. ICPRAM (1) 2012: 306-309 - Vicente García, José Salvador Sánchez, Ramón Alberto Mollineda:
On the Suitability of Numerical Performance Measures for Class Imbalance Problems. ICPRAM (1) 2012: 310-313 - Wissal Drira, Wissal Neji, Faouzi Ghorbel:
Dimension Reduction by an Orthogonal Series Estimate of the Probabilistic Dependence Measure. ICPRAM (1) 2012: 314-317
Special Session on Shape Analysis and Deformable Modeling - SADM
Full Papers
- Si Yong Yeo, Xianghua Xie, Igor Sazonov, Perumal Nithiarasu:
Segmentation of Vessel Geometries from Medical Images using GPF Deformable Model. ICPRAM (1) 2012: 323-332 - Carlos Santiago, Jorge S. Marques, Jacinto C. Nascimento:
Robust Deformable Model for Segmenting the Left Ventricle in 3D Volumes of Ultrasound Data. ICPRAM (1) 2012: 333-340 - Christopher J. Brampton, Hyunsun Alicia Kim, James L. Cunningham:
Algorithm to Maintain Linear Element in 3D Level Set Topology Optimization. ICPRAM (1) 2012: 341-350 - Bartlomiej W. Papiez, Bogdan J. Matuszewski, Lik-Kwan Shark, Wei Quan:
Facial Expression Recognition using Log-Euclidean Statistical Shape Models. ICPRAM (1) 2012: 351-359
Short Papers
- Jose Maria Buades Rubio, Manuel González Hidalgo, Francisco José Perales López, Silvia Ramis-Guarinos, Antoni Oliver, V. Blanch:
A New Parallelizable Deformation Method - Automatic Comparision between Foot and Last. ICPRAM (1) 2012: 363-369 - M. Victoria Ibáñez, Amelia Simó, Juan Domingo, E. Durá, Guillermo Ayala, Sandra Alemany, Guillermo Vinué, C. Solves:
A Statistical Approach to Build 3D Prototypes from a 3D Anthropometric Survey of the Spanish Female Population. ICPRAM (1) 2012: 370-374
Special Session on Pattern Recognition Applications in Remotely Sensed Hyperspectral Image Analysis - PRARSHIA
Full Papers
- Ke Zhu, Pablo d'Angelo, Matthias Butenuth:
Evaluation of Stereo Matching Costs on Close Range, Aerial and Satellite Images. ICPRAM (1) 2012: 379-385 - Ianisse Quinzán Suárez, Pedro Latorre-Carmona, Pedro García-Sevilla, Enrique Boldo, Filiberto Pla, Vicente García Jiménez, Rafael Lozoya, Guillermo Pérez de Lucía:
Non-invasive Melanoma Diagnosis using Multispectral Imaging. ICPRAM (1) 2012: 386-393 - Anna Brook, Marijke Vandewal, Rudolf Richter, Eyal Ben-Dor:
Fusion of Optical and Thermal Imagery and LiDAR Data for Application to 3-D Urban Environment - Pattern Recognition Applications in Remotely Sensed Hyperspectral Image Analysis. ICPRAM (1) 2012: 394-405 - Jun Li, Prashanth Reddy Marpu, Antonio Plaza, José M. Bioucas-Dias, Jón Atli Benediktsson:
A New Multiple Classifier System for Semi-supervised Analysis of Hyperspectral Images. ICPRAM (1) 2012: 406-411 - Olga Rajadell, Pedro García-Sevilla:
Automatic Selection of the Training Set for Semi-supervised Land Classification and Segmentation of Satellite Images. ICPRAM (1) 2012: 412-418 - Blanca Maria Priego Torres, Richard J. Duro, Francisco Bellas, Daniel Souto:
Neural based Rotation and Scale Independent Detection of Targets in a Hyperspectral Waterway Monitoring System. ICPRAM (1) 2012: 419-425 - Miguel Angel Veganzones, Mihai Datcu, Manuel Graña:
Dictionary based Hyperspectral Image Retrieval. ICPRAM (1) 2012: 426-432 - Ramón Moreno, Manuel Graña:
About Gradient Operators on Hyperspectral Images. ICPRAM (1) 2012: 433-437 - José M. P. Nascimento, José M. Bioucas-Dias:
Hyperspectral Unmixing with Simultaneous Dimensionality Estimation. ICPRAM (1) 2012: 438-444
Special Session on Interactive and Adaptive Techniques for Machine Learning, Recognition and Perception - IATMLRP
Full Papers
- Octavio Vicente, José Manuel Iñesta Quereda:
Bass Track Selection in MIDI Files and Multimodal Implications to Melody. ICPRAM (1) 2012: 449-458 - Luca Cattelani, Cristina E. Manfredotti, Enza Messina:
Multiple Object Tracking with Relations. ICPRAM (1) 2012: 459-466 - Fernando Calle-Alonso, J. P. Arias-Nicolás, C. J. Pérez, Jacinto Martín:
Bayesian Supervised Image Classification based on a Pairwise Comparison Method. ICPRAM (1) 2012: 467-473 - Aureo Serrano, Luisa Micó, José Oncina:
Restructuring versus Non Restructuring Insertions in MDF Indexes. ICPRAM (1) 2012: 474-480 - Diego Carrion-Robles, Vicent Castello-Fos, Juan-Carlos Perez-Cortes, Joaquim Arlandis:
Two Methods for Filled-in Document Image Identification using Local Features. ICPRAM (1) 2012: 481-487
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