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