| Description |
1 online resource (xxii, 896 pages) : illustrations |
| Series |
Lecture notes in computer science, 1611-3349 ; 7441 |
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LNCS sublibrary. SL 6, Image processing, computer vision, pattern recognition, and graphics |
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Lecture notes in computer science ; 7441. 1611-3349
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LNCS sublibrary. SL 6, Image processing, computer vision, pattern recognition, and graphics.
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| Contents |
Optimal "Anti-Bayesian" Parametric Pattern Classification Using Order Statistics Criteria / A. Thomas and B. John Oommen -- An Introduction to Restricted Boltzmann Machines / Asja Fischer and Christian Igel -- Human Activity Recognition with 2D and 3D Cameras / Zicheng Liu -- Smooth Signed Distance Surface Reconstruction and Applications / Gabriel Taubin -- Robot, Pass Me the Scissors! How Robots Can Assist Us in the Operating Room / Juan P. Wachs -- Pattern Recognition in Transportation / José Antonio Rodriguez-Serrano -- The Intrinsic Dimensionality of Attractiveness: A Study in Face Profiles / Andrea Bottino and Aldo Laurentini -- A Hybrid of Principal Component Analysis and Partial Least Squares for Face Recognition across Pose / Ajay Jaiswal, Nitin Kumar and R.K. Agrawal -- Gender Classification in Large Databases / Enrique Ramón-Balmaseda, Javier Lorenzo-Navarro and Modesto Castrillón-Santana -- Combining Face and Facial Feature Detectors for Face Detection Performance Improvement / Modesto Castrillón-Santana, Daniel Hernández-Sosa and Javier Lorenzo-Navarro -- Randomized Face Recognition on Partially Occluded Images / Ariel Morelli Andres, Sebastian Padovani, Mariano Tepper, Marta Mejail and Julio Jacobo -- Face Recognition: Would Going Back to Functional Nature Be a Good Idea? / Noslen Hernández, Yoanna Martínez-Díaz, Dania Porro-Muñoz and Heydi Méndez-Vázquez -- Dissimilarity Representations Based on Multi-Block LBP for Face Detection / Yoanna Martínez-Díaz, Heydi Méndez-Vázquez, Yenisel Plasencia-Calaña and Edel B. García-Reyes -- On the Vulnerability of Iris-Based Systems to a Software Attack Based on a Genetic Algorithm / Marta Gomez-Barrero, Javier Galbally, Pedro Tome and Julian Fierrez -- On the Robustness of Kernel-Based Clustering / Fabio A. González, David Bermeo, Laura Ramos and Olfa Nasraoui |
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An Improved Multi-Class Spectral Clustering Based on Normalized Cuts / Diego Hernán Peluffo-Ordóñez, Carlos Daniel Acosta-Medina and César Germáan Castellanos-Domínguez -- A Simple Hybrid Method for Semi-Supervised Learning / Hernán C. Ahumada and Pablo M. Granitto -- Clustering of Incomplete Data and Evaluation of Clustering Quality / Vladimir V. Ryazanov -- A New Classifier Combination Scheme Using Clustering Ensemble / Miguel A. Duval-Poo, Joan Sosa-García, Alejandro Guerra-Gandón, Sandro Vega-Pons and José Ruiz-Shulcloper -- Nested Dichotomies Based on Clustering / Miriam Mónica Duarte-Villaseñor, Jesús Ariel Carrasco-Ochoa, José Francisco Martínez-Trinidad and Marisol Flores-Garrido -- Combining Re-Ranking and Rank Aggregation Methods / Daniel Carlos Guimarães Pedronette and Ricardo da S. Torres -- Extracting Understandable 3D Object Groups with Multiple Similarity Metrics / Antonio Adán and Miguel Adán -- Semantic Representation of Geospatial Objects Using Multiples Knowledge Domains / Rainer Larin Fonseca and Eduardo Garea Llano -- Feature Extraction and Classification for Insect Footprint Recognition / Bok-Suk Shin, James Russell and Reinhard Klette -- Vector Transition Classes Generation from Fuzzy Overlapping Classes / Enguerran Grandchamp, Sébastien Régis and Alain Rousteau -- Infant Cry Classification Using Genetic Selection of a Fuzzy Model / Alejandro Rosales-Pérez, Carlos A. Reyes-García, Jesus A. Gonzalez and Emilio Arch-Tirado -- Intention, Context and Gesture Recognition for Sterile MRI Navigation in the Operating Room / Mithun Jacob, Christopher Cange, Rebecca Packer and Juan P. Wachs -- Facilitated Gesture Recognition Based Interfaces for People with Upper Extremity Physical Impairments / Hairong Jiang, Juan P. Wachs and Bradley S. Duerstock |
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A Performance Evaluation of HMM and DTW for Gesture Recognition / Josep Maria Carmona and Joan Climent -- Human Gait Identification Using Persistent Homology / Javier Lamar-León, Edel B. García-Reyes and Rocío Gonzalez-Diaz -- STOP: Space-Time Occupancy Patterns for 3D Action Recognition from Depth Map Sequences / Antonio W. Vieira, Erickson R. Nascimento, Gabriel L. Oliveira, Zicheng Liu and Mario F.M. Campos -- Human Activity Recognition by Class Label LLE / Juliana Valencia-Aguirre, Andrés M. Álvarez-Meza, Genaro Daza-Santacoloma, Carlos Daniel Acosta-Medina and Germa Castellanos-Domínguez -- Fast Non-parametric Action Recognition / Sebastián Ubalde and Norberto Adrián Goussies -- An Human-Computer Interface Using Facial Gestures for the Game of Truco / Gonzalo Castillo, Santiago Avendaño and Norberto Adrián Goussies -- Using Word Graphs as Intermediate Representation of Uttered Sentences / Jon Ander Gómez and Emilio Sanchis -- Image Classification Using Frequent Approximate Subgraphs / Niusvel Acosta-Mendoza, Annette Morales-González, Andrés Gago-Alonso, Edel B. García-Reyes and José E. Medina-Pagola -- Using Rough Sets and Maximum Similarity Graphs for Nearest Prototype Classification / Yenny Villuendas-Rey, Yailé Caballero-Mota and María Matilde García-Lorenzo -- Hierarchical Elastic Graph Matching for Hand Gesture Recognition / Yu-Ting Li and Juan P. Wachs -- On Speeding up Frequent Approximate Subgraph Mining / Niusvel Acosta-Mendoza, Andrés Gago-Alonso and José E. Medina-Pagola -- Segmentation of Building Facade Domes / Gayane Shalunts, Yll Haxhimusa and Robert Sablatnig -- Human Relative Position Detection Based on Mutual Occlusion / Víctor Borjas, Michal Drozdzal, Petia Radeva and Jordi Vitrià -- Online Matrix Factorization for Multimodal Image Retrieval / Juan C. Caicedo and Fabio A. González |
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Improved HSI Color Space for Color Image Segmentation / Rodolfo Alvarado-Cervantes and Edgardo M. Felipe-Riveron -- Wavelet-FFT Filter Applied to Non Uniformity Correction in Infrared Imaging System / Cesar San Martin, Carlos Deocares, S. Godoy, P. Meza and Daniela Bonilla -- Concealing Damaged Coded Images Using Improved FSE with Critical Support Area / Alejandro Alvaro Ramírez-Acosta, Mireya S. García-Vázquez and Sunil Kumar -- Sketchable Histograms of Oriented Gradients for Object Detection / Ekaterina Zaytseva, Santi Seguí and Jordi Vitrià -- Supervised Biometric System Using Multimodal Compression Scheme / Wafa Chaabane, Régis Fournier, Amine Naït-ali, Julio Jacobo and Marta Mejail, et al. -- A New Morphological Measure of Histogram Bimodality / Miguel Angel Cataño and Joan Climent -- Street Detection with Asymmetric Haar Features / Geovany A. Ramirez and Olac Fuentes -- Automatic Camera Pose Recognition in Planar View Scenarios / Luis Alvarez, Luis Gomez, Pedro Henriquez and Luis Mazorra -- Texture Image Retrieval Based on Log-Gabor Features / Rodrigo Nava, Boris Escalante-Ramírez and Gabriel Cristóbal -- Image Retrieval Using Low Level Features of Object Regions with Application to Partially Occluded Images / E.R. Vimina and K. Poulose Jacob -- Continuous Multi-way Shape Measure for Dissimilarity Representation / Diana Porro-Muñoz, Robert P.W. Duin, Mauricio Orozco-Alzate and Isneri Talavera Bustamante -- Improving Spider Recognition Based on Biometric Web Analysis / Carlos M. Travieso Gonzalez, Jaime Roberto Ticay-Rivas, Marcos del Pozo-Baños, William G. Eberhard and Jesús B. Alonso-Hernández -- Legume Identification by Leaf Vein Images Classification / Mónica G. Larese, Roque M. Craviotto, Miriam R. Arango, Carina Gallo and Pablo M. Granitto -- CAR-NF+: An Improved Version of CAR-NF Classifier / Raudel Hernández-León, José Hernández-Palancar, Jesús Ariel Carrasco-Ochoa and José Francisco Martínez-Trinidad |
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Recognition of Patterns of Health Problems and Falls in the Elderly Using Data Mining / Bogdan Pogorelc and Matjaž Gams -- SVMTOCP: A Binary Tree Base SVM Approach through Optimal Multi-class Binarization / Diego Arab Cohen and Elmer Andrés Fernández -- On the Comparison of Structured Data / Jyrko Correa-Morris and Noslen Hernández -- A Modification of the Lernmatrix for Real Valued Data Processing / José Juan Carbajal-Hernández, Luis P. Sánchez-Fernández, Luis A. Sánchez-Pérez, Jesús Ariel Carrasco-Ochoa and José Francisco Martínez-Trinidad -- 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 Ballarin, Isabel Passoni and Gustavo Meschino, et al. -- On Using Asymmetry Information for Classification in Extended Dissimilarity Spaces / Yenisel Plasencia-Calaña, Edel B. García-Reyes, Robert P.W. Duin and Mauricio Orozco-Alzate -- Improving Convergence of Restricted Boltzmann Machines via a Learning Adaptive Step Size / Noel Lopes and Bernardete Ribeiro -- Robust Asymmetric Adaboost / Pablo Ormeño, Felipe Ramírez, Carlos Valle, Héctor Allende-Cid and Héctor Allende -- Enhancing the Performance of AdaBoost Algorithms by Introducing a Frequency Counting Factor for Weight Distribution Updating / Diego Alonso Fernández Merjildo and Lee Luan Ling -- Significative Learning Using Alpha-Beta Associative Memories / Catalán-Salgado Edgar Armando, Yáñez-Márquez Cornelio and Figueroa-Nazuno Jesus -- Early Visual Processing for Pattern Recognition in Natural Environments / Rosana Matuk Herrera -- Motor Intention Recognition in EEG: In Pursuit of a Relevant Feature Set / Pablo A. Iturralde, Martín Patrone, Federico Lecumberry and Alicia Fernández |
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Bag of Features for Automatic Classification of Alzheimer's Disease in Magnetic Resonance Images / Andrea Rueda, John Arevalo, Angel Cruz, Eduardo Romero and Fabio A. González -- An Automatic Segmentation Approach of Epithelial Cells Nuclei / Claudia Mazo, Maria Trujillo and Liliana Salazar -- Evaluation and Selection of Morphological Procedures for Automatic Detection of Micro-calcifications in Mammography Images / Claudia C. Diaz-Huerta, Edgardo M. Felipe-Riverón and Luis M. Montaño-Zetina -- Detection of Chickenpox Vesicles in Digital Images of Skin Lesions / Julián Oyola, Virginia Arroyo, Ana Ruedin and Daniel Acevedo -- Real-Time On-Board Image Processing Using an Embedded GPU for Monocular Vision-Based Navigation / Matías Alejandro Nitsche and Pablo De Cristóforis -- Hardware/Software Co-design for Real Time Embedded Image Processing: A Case Study / Sol Pedre, Tomáš Krajník, Elías Todorovich and Patricia Borensztejn -- Dynamic Textures Segmentation with GPU / Juan Manuel Rodríguez, Francisco Gómez Fernández, María Elena Buemi and Julio Jacobo-Berlles -- Fast Tracking Algorithm with Borders 1-D Histogram Correlation / María Curetti, Santiago Garcia Bravo, Gabriela Soledad Arri and Ladislao Mathé -- Disparity Confidence Measures on Engineered and Outdoor Data / Ralf Haeusler and Reinhard Klette -- Speckle Reduction Using Stochastic Distances / Leonardo Torres, Tamer Cavalcante and Alejandro C. Frery -- Automatic Classification of Volcanic Earthquakes in HMM-Induced Vector Spaces / Riccardo Avesani, Alessio Azzoni, Manuele Bicego and Mauricio Orozco-Alzate -- Building Change Detection from Uniform Regions / Charles Beumier and Mahamadou Idrissa -- Generalized Statistical Complexity of SAR Imagery / Eliana S. de Almeida, Antonio Carlos de Medeiros, Osvaldo A. Rosso and Alejandro C. Frery -- New Metrics to Evaluate Pattern Recognition in Remote Sensing Images / Manel Kallel, Mohamed Naouai and Yosr Slama |
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Polarimetric SAR Image Smoothing with Stochastic Distances / Leonardo Torres, Antonio C. Medeiros and Alejandro C. Frery -- Recognition and Real-Time Detection of Blinking Eyes on Electroencephalographic Signals Using Wavelet Transform / Renato Salinas, Enzo Schachter and Michael Miranda -- Finite Rank Series Modeling for Discrimination of Non-stationary Signals / Lina Maria Sepulveda-Cano, Carlos Daniel Acosta-Medina and Germán Castellanos-Dominguez -- Quaternionic Analytic Signal Using Atomic Functions / E. Ulises Moya-Sánchez and Eduardo Bayro-Corrochano -- Separation and Classification of Harmonic Sounds for Singing Voice Detection / Martín Rocamora and Alvaro Pardo -- Online Signature Verification Based on Legendre Series Representation. Consistency Analysis of Different Feature Combinations / Marianela Parodi and Juan Carlos Gómez -- Gaussian Selection for Speaker Recognition Using Cumulative Vectors / Flavio J. Reyes Díaz, José Ramón Calvo de Lara and Gabriel Hernández Sierra -- Speaker Recognition Using a Binary Representation and Specificities Models / Gabriel Hernández-Sierra, Jean-François Bonastre and José Ramón Calvo de Lara -- Analysis of the Multifractal Nature of Speech Signals / Diana Cristina González, Lee Luan Ling and Fábio Violaro -- 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 and José Ramón Calvo de Lara -- Multi-level Modeling of Manuscripts for Authorship Identification with Collective Decision Systems / Salvador Godoy-Calderón, Edgardo M. Felipe-Riverón and Edith C. Herrera-Luna -- Extraction of Stationary Spectral Components Using Stochastic Variability / David Cárdenas-Peña, Juan David Martínez-Vargas and Germán Castellanos-Domínguez |
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Finding Edges by a Contrario Detection of Periodic Subsequences / Mariano Tepper, Pablo Musé, Andrés Almansa and Marta Mejail -- A Non Bayesian Predictive Approach for Functional Calibration / Noslen Hernández, Rolando J. Biscay and Isneri Talavera -- Classifier Combination Using Random Walks on the Space of Concepts / Jorge Sánchez and Javier Redolfi -- Stochastic Approaches of Minimum Distance Method for Region Based Classification / Rogério G. Negri, Luciano V. Dutra and Sidnei J.S. Sant'Anna -- Skills Assessment of Users in Medical Training Based on Virtual Reality Using Bayesian Networks / Ronei M. Moraes, Liliane S. Machado and Leandro C. Souza -- New Strategies for Evaluating the Performance of Typical Testor Algorithms / Eduardo Alba, Diego Guilcapi and Julio Ibarra -- Hierarchies and Climbing Energies / Jean Serra, Bangalore Ravi Kiran and Jean Cousty -- A Method for Reducing the Cardinality of the Pareto Front / Ivan Cabezas and Maria Trujillo -- Feature Selection by Relevance Analysis for Abandoned Object Classification / Johanna Carvajal-González, AndrésM. Álvarez-Meza and German Castellanos-Domínguez -- Fusion of Local and Global Descriptors for Content-Based Image and Video Retrieval / Felipe S.P. Andrade, Jurandy Almeida, Hélio Pedrini and Ricardo da S. Torres -- Speed Estimation Thanks to Two Images from One Stationary Camera / Charles Beumier -- An Algorithm for Highlights Identification and Summarization of Broadcast Soccer Videos / Waldez Azevedo Gomes Junior and Díbio Leandro Borges -- Bubble Identification Based on High Speed Videometry Data: Algorithm and Validation / Carlos E.F. do Amaral, Rafael F. Alves, Marco J. da Silva, Lúcia V.R. Arruda and Leyza B. Dorini, et al. -- Object and Gesture Recognition to Assist Children with Autism during the Discrimination Training / Eduardo Quintana, Catalina Ibarra, Lizbeth Escobedo, Monica Tentori and Jesus Favela -- Pedestrian Detection Using a Feature Space Based on Colored Level Lines / Pablo Negri and Pablo Lotito |
| Summary |
This book constitutes the refereed proceedings of the 17th Iberoamerican Congress on Pattern Recognition, CIARP 2012, held in Buenos Aires, Argentina, in September 2012. The 109 papers presented, among them two tutorials and four keynotes, were carefully reviewed and selected from various submissions. The papers are organized in topical sections on face and iris: detection and recognition; clustering; fuzzy methods; human actions and gestures; graphs; image processing and analysis; shape and texture; learning, mining and neural networks; medical images; robotics, stereo vision and real time; remote sensing; signal processing; speech and handwriting analysis; statistical pattern recognition; theoretical pattern recognition; and video analysis |
| Analysis |
Computer science |
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Computer software |
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Artificial intelligence |
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Computer vision |
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Optical pattern recognition |
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Biometrics |
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Image Processing and Computer Vision |
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Algorithm Analysis and Problem Complexity |
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Information Systems Applications (incl. Internet) |
| Bibliography |
Includes bibliographical references and author index |
| Notes |
English |
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Online resource; title from PDF title page (SpringerLink, viewed Aug. 27, 2012) |
| In |
Springer eBooks |
| Subject |
Pattern recognition systems -- Congresses
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Optical pattern recognition -- Congresses
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Computer vision -- Congresses
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Image processing -- Digital techniques -- Congresses
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Computer vision
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Image processing -- Digital techniques
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Optical pattern recognition
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Pattern recognition systems
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| Genre/Form |
Conference papers and proceedings
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Software.
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| Form |
Electronic book
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| Author |
Alvarez, Luis, 1962- editor.
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| LC no. |
2012946104 |
| ISBN |
9783642332753 |
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3642332757 |
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3642332749 |
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9783642332746 |
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