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ORCID17th CIARP 2012: Buenos Aires, Argentina
- Luis Álvarez
, Marta Mejail, Luís Gómez Déniz, Julio C. Jacobo:
Progress in Pattern Recognition, Image Analysis, Computer Vision, and Applications - 17th Iberoamerican Congress, CIARP 2012, Buenos Aires, Argentina, September 3-6, 2012. Proceedings. Lecture Notes in Computer Science 7441, Springer 2012, ISBN 978-3-642-33274-6
Invited Talks
- Anu Thomas, B. John Oommen:
Optimal "Anti-Bayesian" Parametric Pattern Classification Using Order Statistics Criteria. 1-13 - Asja Fischer, Christian Igel:
An Introduction to Restricted Boltzmann Machines. 14-36 - Zicheng Liu:
Human Activity Recognition with 2D and 3D Cameras. 37 - Gabriel Taubin:
Smooth Signed Distance Surface Reconstruction and Applications. 38-45 - Juan P. Wachs:
Robot, Pass Me the Scissors! How Robots Can Assist Us in the Operating Room. 46-57 - José A. Rodríguez-Serrano:
Pattern Recognition in Transportation. 58
Face and Iris: Detection and Recognition
- Andrea Bottino, Aldo Laurentini:
The Intrinsic Dimensionality of Attractiveness: A Study in Face Profiles. 59-66 - Ajay Jaiswal, Nitin Kumar, Ramesh K. Agrawal:
A Hybrid of Principal Component Analysis and Partial Least Squares for Face Recognition across Pose. 67-73 - Enrique Ramón-Balmaseda, Javier Lorenzo-Navarro, Modesto Castrillón Santana:
Gender Classification in Large Databases. 74-81 - Modesto Castrillón Santana, Daniel Hernández-Sosa, Javier Lorenzo-Navarro:
Combining Face and Facial Feature Detectors for Face Detection Performance Improvement. 82-89 - Ariel Morelli Andrés, Sebastian Padovani, Mariano Tepper, Marta Mejail, Julio C. Jacobo:
Randomized Face Recognition on Partially Occluded Images. 90-97 - Noslén Hernández, Yoanna Martínez-Díaz, Dania Porro-Muñoz, Heydi Méndez-Vázquez:
Face Recognition: Would Going Back to Functional Nature Be a Good Idea? 98-105 - Yoanna Martínez-Díaz, Heydi Méndez-Vázquez, Yenisel Plasencia Calana, Edel B. García Reyes:
Dissimilarity Representations Based on Multi-Block LBP for Face Detection. 106-113 - Marta Gomez-Barrero, Javier Galbally, Pedro Tome-Gonzalez, Julian Fiérrez:
On the Vulnerability of Iris-Based Systems to a Software Attack Based on a Genetic Algorithm. 114-121
Clustering
- Fabio A. González, José David Bermeo, Laura Ramos, Olfa Nasraoui:
On the Robustness of Kernel-Based Clustering. 122-129 - Diego Hernán Peluffo-Ordóñez, Carlos Daniel Acosta-Medina, César Germán Castellanos-Domínguez:
An Improved Multi-Class Spectral Clustering Based on Normalized Cuts. 130-137 - Hernán Ahumada, Pablo M. Granitto:
A Simple Hybrid Method for Semi-Supervised Learning. 138-145 - Vladimir V. Ryazanov:
Clustering of Incomplete Data and Evaluation of Clustering Quality. 146-153 - Miguel A. Duval-Poo, Joan Sosa-García, Alejandro Guerra-Gandón, Sandro Vega-Pons, José Ruiz-Shulcloper:
A New Classifier Combination Scheme Using Clustering Ensemble. 154-161 - Miriam Mónica Duarte-Villaseñor, Jesús Ariel Carrasco-Ochoa, José Francisco Martínez Trinidad, Marisol Flores-Garrido:
Nested Dichotomies Based on Clustering. 162-169 - Daniel Carlos Guimarães Pedronette, Ricardo da Silva Torres:
Combining Re-Ranking and Rank Aggregation Methods. 170-178 - Antonio Adán, Miguel Adán:
Extracting Understandable 3D Object Groups with Multiple Similarity Metrics. 179-186 - Rainer Larin Fonseca, Eduardo Garea Llano:
Semantic Representation of Geospatial Objects Using Multiples Knowledge Domains. 187-195
Fuzzy Methods
- Bok-Suk Shin, James C. Russell, Reinhard Klette:
Feature Extraction and Classification for Insect Footprint Recognition. 196-203 - Enguerran Grandchamp, Sébastien Régis, Alain Rousteau:
Vector Transition Classes Generation from Fuzzy Overlapping Classes. 204-211 - Alejandro Rosales-Pérez, Carlos A. Reyes García, Jesus A. Gonzalez, Emilio Arch Tirado:
Infant Cry Classification Using Genetic Selection of a Fuzzy Model. 212-219
Human Actions and Gestures
- Mithun George Jacob, Christopher Cange, Rebecca Packer, Juan P. Wachs:
Intention, Context and Gesture Recognition for Sterile MRI Navigation in the Operating Room. 220-227 - Hairong Jiang, Juan P. Wachs, Bradley S. Duerstock:
Facilitated Gesture Recognition Based Interfaces for People with Upper Extremity Physical Impairments. 228-235 - Josep Maria Carmona, Joan Climent:
A Performance Evaluation of HMM and DTW for Gesture Recognition. 236-243 - Javier Lamar-León, Edel B. García Reyes, Rocío González-Díaz:
Human Gait Identification Using Persistent Homology. 244-251 - Antônio Wilson Vieira, Erickson R. Nascimento, Gabriel L. Oliveira, Zicheng Liu, Mario Fernando Montenegro Campos:
STOP: Space-Time Occupancy Patterns for 3D Action Recognition from Depth Map Sequences. 252-259 - Juliana Valencia-Aguirre, Andrés Marino Álvarez-Meza, Genaro Daza-Santacoloma, Carlos Daniel Acosta-Medina, Germán Castellanos-Domínguez:
Human Activity Recognition by Class Label LLE. 260-267 - Sebastián Ubalde, Norberto Adrián Goussies:
Fast Non-parametric Action Recognition. 268-275 - Gonzalo Castillo, Santiago Avendaño, Norberto Adrián Goussies:
An Human-Computer Interface Using Facial Gestures for the Game of Truco. 276-283
Graphs
- Jon Ander Gómez, Emilio Sanchis:
Using Word Graphs as Intermediate Representation of Uttered Sentences. 284-291 - Niusvel Acosta-Mendoza, Annette Morales-González, Andrés Gago Alonso, Edel B. García Reyes, José Eladio Medina-Pagola:
Image Classification Using Frequent Approximate Subgraphs. 292-299 - Yenny Villuendas-Rey, Yailé Caballero Mota, María Matilde García Lorenzo:
Using Rough Sets and Maximum Similarity Graphs for Nearest Prototype Classification. 300-307 - Yu-Ting Li, Juan P. Wachs:
Hierarchical Elastic Graph Matching for Hand Gesture Recognition. 308-315 - Niusvel Acosta-Mendoza, Andrés Gago Alonso, José Eladio Medina-Pagola:
On Speeding up Frequent Approximate Subgraph Mining. 316-323
Image Processing and Analysis
- Gayane Shalunts, Yll Haxhimusa, Robert Sablatnig:
Segmentation of Building Facade Domes. 324-331 - Víctor Borjas, Michal Drozdzal, Petia Radeva, Jordi Vitrià:
Human Relative Position Detection Based on Mutual Occlusion. 332-339 - Juan C. Caicedo, Fabio A. González:
Online Matrix Factorization for Multimodal Image Retrieval. 340-347 - Rodolfo Alvarado-Cervantes, Edgardo Manuel Felipe Riverón:
Improved HSI Color Space for Color Image Segmentation. 348-354 - César San Martín, Carlos Deocares, Sebastián E. Godoy, Pablo Meza, Daniela Bonilla:
Wavelet-FFT Filter Applied to Non Uniformity Correction in Infrared Imaging System. 355-363 - Alejandro Alvaro Ramírez-Acosta, Mireya S. García-Vázquez, Sunil Kumar:
Concealing Damaged Coded Images Using Improved FSE with Critical Support Area. 364-373 - Ekaterina Zaytseva, Santi Seguí, Jordi Vitrià:
Sketchable Histograms of Oriented Gradients for Object Detection. 374-381 - Wafa Chaabane, Régis Fournier, Amine Naït-Ali, Julio C. Jacobo, Marta Mejail, Marcelo Mottalli, Heitor S. Ramos, Alejandro César Frery, Leonardo Viana:
Supervised Biometric System Using Multimodal Compression Scheme. 382-389 - Miguel Angel Cataño, Joan Climent:
A New Morphological Measure of Histogram Bimodality. 390-397 - Geovany A. Ramírez, Olac Fuentes:
Street Detection with Asymmetric Haar Features. 398-405 - Luis Álvarez, Luis Gómez, Pedro Henríquez, Luis Mazorra:
Automatic Camera Pose Recognition in Planar View Scenarios. 406-413
Shape and Texture
- Rodrigo Nava, Boris Escalante-Ramírez, Gabriel Cristóbal:
Texture Image Retrieval Based on Log-Gabor Features. 414-421 - E. Ravindran Vimina, K. Poulose Jacob:
Image Retrieval Using Low Level Features of Object Regions with Application to Partially Occluded Images. 422-429 - Diana Porro-Muñoz, Robert P. W. Duin, Mauricio Orozco-Alzate, Isneri Talavera-Bustamante:
Continuous Multi-way Shape Measure for Dissimilarity Representation. 430-437 - Carlos Manuel Travieso-González, Jaime Roberto Ticay-Rivas, Marcos del Pozo-Baños, William G. Eberhard, Jesús Bernardino Alonso Hernández:
Improving Spider Recognition Based on Biometric Web Analysis. 438-446 - Mónica G. Larese, Roque M. Craviotto, Miriam R. Arango, Carina Gallo, Pablo M. Granitto:
Legume Identification by Leaf Vein Images Classification. 447-454
Learning, Mining and Neural Networks
- Raudel Hernández-León, José Hernández Palancar, Jesús Ariel Carrasco-Ochoa, José Francisco Martínez Trinidad:
CAR-NF + : An Improved Version of CAR-NF Classifier. 455-462 - Bogdan Pogorelc, Matjaz Gams:
Recognition of Patterns of Health Problems and Falls in the Elderly Using Data Mining. 463-471 - Diego Arab Cohen, Elmer Andrés Fernández:
SVMTOCP: A Binary Tree Base SVM Approach through Optimal Multi-class Binarization. 472-478 - Jyrko Correa-Morris, Noslén Hernández:
On the Comparison of Structured Data. 479-486 - José Juan Carbajal Hernández, Luis Pastor Sánchez Fernández, Luis Alejandro Sánchez-Pérez, Jesús Ariel Carrasco-Ochoa, José Francisco Martínez Trinidad:
A Modification of the Lernmatrix for Real Valued Data Processing. 487-494 - Marco Benalcázar, Marcel Brun, Virginia Laura Ballarin, Lucía Isabel Passoni, Gustavo J. Meschino, Ana Lucía Dai Pra:
Automatic Design of Binary W-Operators Using Artificial Feed-Forward Neural Networks Based on the Weighted Mean Square Error Cost Function. 495-502 - Yenisel Plasencia Calana, Edel B. García Reyes, Robert P. W. Duin, Mauricio Orozco-Alzate:
On Using Asymmetry Information for Classification in Extended Dissimilarity Spaces. 503-510 - Noel Lopes, Bernardete Ribeiro:
Improving Convergence of Restricted Boltzmann Machines via a Learning Adaptive Step Size. 511-518 - Pablo Ormeño, Felipe Ramírez, Carlos Valle, Héctor Allende-Cid, Héctor Allende:
Robust Asymmetric Adaboost. 519-526 - Diego Alonso Fernández Merjildo, Lee Luan Ling:
Enhancing the Performance of AdaBoost Algorithms by Introducing a Frequency Counting Factor for Weight Distribution Updating. 527-534 - Edgar Armando Catalán-Salgado, Cornelio Yáñez-Márquez, Jesús Figueroa-Nazuno:
Significative Learning Using Alpha-Beta Associative Memories. 535-542 - Rosana Matuk Herrera:
Early Visual Processing for Pattern Recognition in Natural Environments. 543-550
Medical Images
- Pablo A. Iturralde, Martín Patrone, Federico Lecumberry, Alicia Fernández:
Motor Intention Recognition in EEG: In Pursuit of a Relevant Feature Set. 551-558 - Andrea Rueda, John Edison Arevalo Ovalle, Angel Cruz-Roa, Eduardo Romero, Fabio A. González:
Bag of Features for Automatic Classification of Alzheimer's Disease in Magnetic Resonance Images. 559-566 - Claudia Mazo, María P. Trujillo, Liliana Salazar:
An Automatic Segmentation Approach of Epithelial Cells Nuclei. 567-574 - Claudia C. Diaz-Huerta, Edgardo Manuel Felipe Riverón, Luis M. Montaño-Zetina:
Evaluation and Selection of Morphological Procedures for Automatic Detection of Micro-calcifications in Mammography Images. 575-582 - Julián Oyola, Virginia Arroyo, Ana M. C. Ruedin, Daniel G. Acevedo:
Detection of Chickenpox Vesicles in Digital Images of Skin Lesions. 583-590
Robotics, Stereo Vision and Real Time
- Matías Alejandro Nitsche, Pablo de Cristóforis:
Real-Time On-Board Image Processing Using an Embedded GPU for Monocular Vision-Based Navigation. 591-598 - Sol Pedre, Tomás Krajník, Elias Todorovich, Patricia Borensztejn:
Hardware/Software Co-design for Real Time Embedded Image Processing: A Case Study. 599-606 - Juan Manuel Rodríguez, Francisco Gómez Fernández, María Elena Buemi, Julio Jacobo-Berlles:
Dynamic Textures Segmentation with GPU. 607-614 - María Curetti, Santiago Garcia Bravo, Gabriela Soledad Arri, Ladislao Mathé:
Fast Tracking Algorithm with Borders 1-D Histogram Correlation. 615-623 - Ralf Haeusler, Reinhard Klette:
Disparity Confidence Measures on Engineered and Outdoor Data. 624-631
Remote Sensing
- Leonardo Torres, Tamer Cavalcante, Alejandro César Frery:
Speckle Reduction Using Stochastic Distances. 632-639 - Riccardo Avesani, Alessio Azzoni, Manuele Bicego, Mauricio Orozco-Alzate:
Automatic Classification of Volcanic Earthquakes in HMM-Induced Vector Spaces. 640-647 - Charles Beumier, Mahamadou Idrissa:
Building Change Detection from Uniform Regions. 648-655 - Eliana S. de Almeida, Antonio Carlos de Medeiros, Osvaldo Anibal Rosso, Alejandro César Frery:
Generalized Statistical Complexity of SAR Imagery. 656-663 - Manel Kallel, Mohamed Naouai, Yosr Slama:
New Metrics to Evaluate Pattern Recognition in Remote Sensing Images. 664-673 - Leonardo Torres, Antonio C. Medeiros, Alejandro César Frery:
Polarimetric SAR Image Smoothing with Stochastic Distances. 674-681
Signal Processing
- Renato Salinas, Enzo Schachter, Michael Miranda:
Recognition and Real-Time Detection of Blinking Eyes on Electroencephalographic Signals Using Wavelet Transform. 682-690 - Lina María Sepúlveda-Cano, Carlos Daniel Acosta-Medina, Germán Castellanos-Domínguez:
Finite Rank Series Modeling for Discrimination of Non-stationary Signals. 691-698 - Eduardo Ulises Moya-Sánchez, Eduardo Bayro-Corrochano:
Quaternionic Analytic Signal Using Atomic Functions. 699-706 - Martín Rocamora, Alvaro Pardo:
Separation and Classification of Harmonic Sounds for Singing Voice Detection. 707-714 - Marianela Parodi, Juan Carlos Gómez:
Online Signature Verification Based on Legendre Series Representation. Consistency Analysis of Different Feature Combinations. 715-723
Speech and Handwriting Analysis
- Flavio J. Reyes Díaz, José Ramón Calvo de Lara, Gabriel Hernández Sierra:
Gaussian Selection for Speaker Recognition Using Cumulative Vectors. 724-731 - Gabriel Hernández Sierra, Jean-François Bonastre, José Ramón Calvo de Lara:
Speaker Recognition Using a Binary Representation and Specificities Models. 732-739 - Diana Cristina González, Lee Luan Ling, Fábio Violaro:
Analysis of the Multifractal Nature of Speech Signals. 740-748 - José Enrique García Laínez, Dayana Ribas González, Antonio Miguel Artiaga, Eduardo Lleida-Solano, José Ramón Calvo de Lara:
Beam-Search Formant Tracking Algorithm Based on Trajectory Functions for Continuous Speech. 749-756 - Salvador Godoy-Calderón, Edgardo Manuel Felipe Riverón, Edith C. Herrera-Luna:
Multi-level Modeling of Manuscripts for Authorship Identification with Collective Decision Systems. 757-764
Statistical Pattern Recognition
- David Cárdenas-Peña, Juan David Martínez-Vargas, Germán Castellanos-Domínguez:
Extraction of Stationary Spectral Components Using Stochastic Variability. 765-772 - Mariano Tepper, Pablo Musé, Andrés Almansa, Marta Mejail:
Finding Edges by a Contrario Detection of Periodic Subsequences. 773-780 - Noslén Hernández-González, Rolando J. Biscay, Isneri Talavera-Bustamante:
A Non Bayesian Predictive Approach for Functional Calibration. 781-788 - Jorge Sánchez, Javier A. Redolfi:
Classifier Combination Using Random Walks on the Space of Concepts. 789-796 - Rogério Galante Negri, Luciano Vieira Dutra, Sidnei J. S. Sant'Anna:
Stochastic Approaches of Minimum Distance Method for Region Based Classification. 797-804 - Ronei Marcos de Moraes, Liliane S. Machado, Leandro Carlos de Souza:
Skills Assessment of Users in Medical Training Based on Virtual Reality Using Bayesian Networks. 805-812
Theoretical Pattern Recognition
- Eduardo Alba, Diego Guilcapi, Julio Ibarra:
New Strategies for Evaluating the Performance of Typical Testor Algorithms. 813-820 - Jean Serra, Bangalore Ravi Kiran, Jean Cousty:
Hierarchies and Climbing Energies. 821-828 - Ivan Cabezas, María P. Trujillo:
A Method for Reducing the Cardinality of the Pareto Front. 829-836
Video Analysis
- Johanna Carvajal González, Andrés Marino Álvarez-Meza, Germán Castellanos-Domínguez:
Feature Selection by Relevance Analysis for Abandoned Object Classification. 837-844 - Felipe S. P. Andrade, Jurandy Almeida, Hélio Pedrini, Ricardo da Silva Torres:
Fusion of Local and Global Descriptors for Content-Based Image and Video Retrieval. 845-853 - Charles Beumier:
Speed Estimation Thanks to Two Images from One Stationary Camera. 854-861 - Waldez Azevedo Gomes Junior, Díbio Leandro Borges:
An Algorithm for Highlights Identification and Summarization of Broadcast Soccer Videos. 862-869 - Carlos E. F. do Amaral, Rafael F. Alves, Marco José Da Silva, Lúcia V. R. Arruda, Leyza Baldo Dorini, Rigoberto E. M. Morales:
Bubble Identification Based on High Speed Videometry Data: Algorithm and Validation. 870-876 - Eduardo Quintana, Catalina Ibarra, Lizbeth Escobedo, Monica Tentori, Jesús Favela:
Object and Gesture Recognition to Assist Children with Autism during the Discrimination Training. 877-884 - Pablo Negri, Pablo A. Lotito:
Pedestrian Detection Using a Feature Space Based on Colored Level Lines. 885-892
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