15. CIARP 2010: Sao Paulo, Brazil
Isabelle Bloch, Roberto M. Cesar (Eds.): Progress in Pattern Recognition, Image Analysis, Computer Vision, and Applications - 15th Iberoamerican Congress on Pattern Recognition, CIARP 2010, Sao Paulo, Brazil, November 8-11, 2010. Proceedings. Springer 2010 Lecture Notes in Computer Science ISBN 978-3-642-16686-0- Stéphane Canu: Recent Advances in Kernel Machines. 1
- Alexandre X. Falcão: Design of Pattern Classifiers Using Optimum-Path Forest with Applications in Image Analysis. 2
- Seth Hutchinson: Vision-Based Control of Robot Motion. 3
- Sankar K. Pal: Soft Computing, f-Granulation and Pattern Recognition. 4
- Matthew Turk: Computational Illumination. 5
Color, Shape and Texture
- André Ricardo Backes, Alexandre Souto Martinez, Odemir Martinez Bruno: Color Texture Analysis and Classification: An Agent Approach Based on Partially Self-avoiding Deterministic Walks. 6-13
- André Ricardo Backes, Danilo Medeiros Eler, Rosane Minghim, Odemir Martinez Bruno: Characterizing 3D Shapes Using Fractal Dimension. 14-21
- Giuliana Ramella, Gabriella Sanniti di Baja: Multiresolution Histogram Analysis for Color Reduction. 22-29
Graphs and Hypergraphs
- Jaume Gibert, Ernest Valveny, Horst Bunke: Graph of Words Embedding for Molecular Structure-Activity Relationship Analysis. 30-37
- Alain Bretto, Aurélien Ducournau, Soufiane Rital: A Hypergraph Reduction Algorithm for Joint Segmentation and Classification of Satellite Image Content. 38-45
- Silvio Jamil Ferzoli Guimarães, Willer Gomes: A Static Video Summarization Method Based on Hierarchical Clustering. 46-54
Biomedical Imaging
- Gloria Díaz, Eduardo Romero: Histopathological Image Classification Using Stain Component Features on a pLSA Model. 55-62
- Ramiro Donoso, Alejandro Veloz, Héctor Allende: Modified Expectation Maximization Algorithm for MRI Segmentation. 63-70
- Mohamed Khider, Abdelmalik Taleb-Ahmed, Boualem Haddad: Generation of Synthetic Multifractal Realistic Surfaces Based on Natural Model and Lognormal Cascade: Application to MRI Classification. 71-78
Retrieval, Mining and Learning
- Ezequiel Cura, Mariano Tepper, Marta Mejail: Content-Based Emblem Retrieval Using Zernike Moments. 79-86
- Emanuele Frandi, Maria Grazia Gasparo, Stefano Lodi, Ricardo Ñanculef, Claudio Sartori: A New Algorithm for Training SVMs Using Approximate Minimal Enclosing Balls. 87-95
Learning, Recognition and Clustering
- Reynaldo Gil-García, Aurora Pons-Porrata: Improving the Dynamic Hierarchical Compact Clustering Algorithm by Using Feature Selection. 113-120
- Walter Izquierdo Guerra, Edel B. García Reyes: Background Division, A Suitable Technique for Moving Object Detection. 121-127
Bayesian and Statistical Methods
- Paulo Martins Engel, Milton Roberto Heinen: Concept Formation Using Incremental Gaussian Mixture Models. 128-135
- Javier Mikel Olaso, M. Inés Torres: Integrating Phonological Knowledge in ASR Systems for Spanish Language. 136-143
- David Correa Martins Jr., Evaldo Araújo de Oliveira, Vitor H. P. Louzada, Ronaldo Fumio Hashimoto: Inference of Restricted Stochastic Boolean GRN's by Bayesian Error and Entropy Based Criteria. 144-152
Coding and Compression, Video, Tracking
- Alexander Falcón-Ruiz, Juan Paz-Viera, Alberto Taboada-Crispí, Hichem Sahli: A Quality Analysis on JPEG 2000 Compressed Leukocyte Images by Means of Segmentation Algorithms. 161-168
- Vitor de Lima, Hélio Pedrini: A Very Low Bit-Rate Minimalist Video Encoder Based on Matching Pursuits. 176-183
- Zenilton Kleber Gonçalves do Patrocínio Jr., Silvio Jamil Ferzoli Guimarães, Henrique Batista da Silva, Kleber Jacques Ferreira de Souza: An Unified Transition Detection Based on Bipartite Graph Matching Approach. 184-192
- Dustin Luis Espinosa-Isidrón, Edel B. García Reyes: A New Dissimilarity Measure for Trajectories with Applications in Anomaly Detection. 193-201
- Djamila Medjahed Gamaz, Houssem Eddine Gueziri, Nazim Haouchine: Modelling Postures of Human Movements. 202-211
- Raúl Crespo, Isaac Martín de Diego, Cristina Conde, Enrique Cabello: Detection and Tracking of Driver's Hands in Real Time. 212-219
Speech, Natural Language, Document
- Dayana Ribas, Jesús A. Villalba, Eduardo Lleida, José R. Calvo: Speaker Verification in Noisy Environment Using Missing Feature Approach. 220-227
- Fernando José Artigas-Fuentes, Reynaldo Gil-García, José Manuel Badía-Contelles, Aurora Pons-Porrata: Fast k-NN Classifier for Documents Based on a Graph Structure. 228-235
- Náthalee Cavalcanti, Sandro Silva, Adriano de Andrade Bresolin, Heliana Bezerra, Ana Maria G. Guerreiro: Comparative Analysis between Wavelets for the Identification of Pathological Voices. 236-243
- Kumar Ravinder: Comparison of HMM and DTW for Isolated Word Recognition System of Punjabi Language. 244-252
- Ana Zelaia Jauregi, Basilio Sierra, Olatz Arregi Uriarte, Klara Ceberio, Arantza Díaz de Ilarraza, Iakes Goenaga: A Combination of Classifiers for the Pronominal Anaphora Resolution in Basque. 253-260
- Pablo Negri, Mariano Tepper, Daniel Acevedo, Julio C. Jacobo, Marta Mejail: Multiple Clues for License Plate Detection and Recognition. 269-276
Image Filtering and Segmentation
- Álvaro Pardo: Non Local Image Denoising Using Image Adapted Neighborhoods. 277-284
- Pablo Meza, César San Martín, Esteban Vera, Sergio N. Torres: A Quantitative Evaluation of Fixed-Pattern Noise Reduction Methods in Imaging Systems. 285-294
- Maysa M. G. Macedo, Choukri Mekkaoui, Marcel Jackowski: Vessel Centerline Tracking in CTA and MRA Images Using Hough Transform. 295-302
- Javier Sanchez, Estibaliz Martinez, Agueda Arquero, Diego Renza: Automatic Image Segmentation Optimized by Bilateral Filtering. 303-310
- Diego Renza, Estibaliz Martinez, Agueda Arquero, Javier Sanchez: Pansharpening of High and Medium Resolution Satellite Images Using Bilateral Filtering. 311-318
- Rodolfo Alvarado-Cervantes, Edgardo Manuel Felipe Riverón, Luis Pastor Sánchez Fernández: Color Image Segmentation by Means of a Similarity Function. 319-328
- Marco António Garcia de Carvalho, Anselmo Castelo Branco Ferreira, André Luis da Costa: Image Segmentation Using Quadtree-Based Similarity Graph and Normalized Cut. 329-337
- Lionel Valet, Beatriz S. L. P. de Lima, Alexandre Evsukoff: A Genetic-Algorithm-Based Fusion System Optimization for 3D Image Interpretation. 338-345
Feature Extraction, Shape, Texture, Geometry and Morphology
- Eduardo Ulises Moya-Sánchez, Eduardo Bayro-Corrochano: Quaternion Atomic Function Wavelet for Applications in Image Processing. 346-353
- André Ricardo Backes, Dalcimar Casanova, Odemir Martinez Bruno: A Complex Network-Based Approach for Texture Analysis. 354-361
- Alvaro Gomez Zuniga, Odemir Martinez Bruno: Enhancing Gabor Wavelets Using Volumetric Fractal Dimension. 362-369
- Jonathan de Andrade Silva, Wesley Nunes Gonçalves, Bruno Brandoli Machado, Hemerson Pistori, Albert Schiaveto de Souza, Kleber Padovani de Souza: Comparison of Shape Descriptors for Mice Behavior Recognition. 370-377
- Talita Perciano, Roberto Hirata Jr., Lúcio André de Castro Jorge: Ridge Linking Using an Adaptive Oriented Mask Applied to Plant Root Images with Thin Structures. 378-385
- Talita Perciano, Roberto Hirata Jr., Lúcio André de Castro Jorge: Parameter Estimation for Ridge Detection in Images with Thin Structures. 386-393
- Miguel A. Duval, Sandro Vega-Pons, Eduardo Garea Llano: Experimental Comparison of Orthogonal Moments as Feature Extraction Methods for Character Recognition. 394-401
Face Segmentation and Recognition, Biometry
- Silvio Filipe, Luís A. Alexandre: Improving Face Segmentation in Thermograms Using Image Signatures. 402-409
- Heydi Mendez Vazquez, Josef Kittler, Chi-Ho Chan, Edel B. García Reyes: On Combining Local DCT with Preprocessing Sequence for Face Recognition under Varying Lighting Conditions. 410-417
- Sang-Woon Kim, Robert P. W. Duin: On Improving Dissimilarity-Based Classifications Using a Statistical Similarity Measure. 418-425
- Wesley Nunes Gonçalves, Jonathan de Andrade Silva, Odemir Martinez Bruno: A Rotation Invariant Face Recognition Method Based on Complex Network. 426-433
- Dayron Rizo-Rodriguez, Heydi Mendez Vazquez, Edel B. García Reyes: Illumination Invariant Face Image Representation Using Quaternions. 434-441
- Marcelo Mottalli, Mariano Tepper, Marta Mejail: A Contrario Detection of False Matches in Iris Recognition. 442-449
Statistical Approaches, Learning, Classification, Mining
- Noslén Hernández-González, Rolando J. Biscay, Nathalie Villa-Vialaneix, Isneri Talavera-Bustamante: A Functional Density-Based Nonparametric Approach for Statistical Calibration. 450-457
- César San-Martin, Carlos Melgarejo, Claudio Gallegos, Gustavo Soto, Millaray Curilem, Gustavo Fuentealba: Feature Extraction Using Circular Statistics Applied to Volcano Monitoring. 458-466
- César Castelo-Fernández, Pedro J. de Rezende, Alexandre X. Falcão, João Paulo Papa: Improving the Accuracy of the Optimum-Path Forest Supervised Classifier for Large Datasets. 467-475
- Thales Sehn Korting, Luciano Vieira Dutra, Guaraci J. Erthal, Leila Maria Garcia Fonseca: Assessment of a Modified Version of the EM Algorithm for Remote Sensing Data Classification. 476-483
- Diego Candel, Ricardo Ñanculef, Carlos Concha, Héctor Allende: A Sequential Minimal Optimization Algorithm for the All-Distances Support Vector Machine. 484-491
- Thi Nhat Thanh Nguyen, Simone Mantovani, Piero Campalani, Mario Cavicchi, Maurizio Bottoni: Aerosol Optical Thickness Retrieval from Satellite Observation Using Support Vector Regression. 492-499
- Estefhan Dazzi Wandekokem, Flávio Miguel Varejão, Thomas W. Rauber: An Overproduce-and-Choose Strategy to Create Classifier Ensembles with Tuned SVM Parameters Applied to Real-World Fault Diagnosis. 500-508
- Frederico Coelho, Antônio de Pádua Braga, Michel Verleysen: Multi-Objective Semi-Supervised Feature Selection and Model Selection Based on Pearson's Correlation Coefficient. 509-516
- Raúl Ramos-Pollán, Miguel Ángel Guevara-López, Eugénio C. Oliveira: Introducing ROC Curves as Error Measure Functions: A New Approach to Train ANN-Based Biomedical Data Classifiers. 517-524
- Sandro Vega-Pons, José Ruiz-Shulcloper: Partition Selection Approach for Hierarchical Clustering Based on Clustering Ensemble. 525-532
- Jorge de la Calleja, Gladis Huerta, Olac Fuentes, Antonio Benitez, Eduardo López Domínguez, Ma. Auxilio Medina: The Imbalanced Problem in Morphological Galaxy Classification. 533-540
- Daniel Carlos Guimarães Pedronette, Ricardo da Silva Torres: Exploiting Contextual Information for Image Re-ranking. 541-548
- Annette Morales-González, Edel B. García Reyes: Assessing the Role of Spatial Relations for the Object Recognition Task. 549-556
- Rainer Larin Fonseca, Eduardo Garea Llano: Automatic Representation of Semantic Abstraction of Geographical Data by Means of Classification. 557-568
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last updated on 2013-06-18T211851 by the dblp team