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15th CIARP 2010: Sao Paulo, Brazil
- Isabelle Bloch, Roberto M. Cesar
:
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. Lecture Notes in Computer Science 6419, Springer 2010, 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 A. 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
Characterizing 3D Shapes Using Fractal Dimension. 14-21 - Giuliana Ramella
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
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
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
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 - Noel Lopes
A Hybrid Face Recognition Approach Using GPUMLib. 96-103
Learning, Recognition and Clustering
- Volkmar Frinken, Horst Bunke:
Self-training for Handwritten Text Line Recognition. 104-112 - 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
- Guillaume Noel, Karim Djouani
Grid Smoothing: A Graph-Based Approach. 153-160 - Alexander Falcón-Ruiz, Juan Paz-Viera, Alberto Taboada-Crispí
A Quality Analysis on JPEG 2000 Compressed Leukocyte Images by Means of Segmentation Algorithms. 161-168 - Esam Elsheh, A. Ben Hamza
Comments on Matrix-Based Secret Sharing Scheme for Images. 169-175 - 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.
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
Detection and Tracking of Driver's Hands in Real Time. 212-219
Speech, Natural Language, Document
- Dayana Ribas, Jesús Antonio Villalba López, Eduardo Lleida
Speaker Verification in Noisy Environment Using Missing Feature Approach. 220-227 - Fernando José Artigas-Fuentes, Reynaldo Gil-García, José Manuel Badía-Contelles
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 - Ravinder Kumar:
Comparison of HMM and DTW for Isolated Word Recognition System of Punjabi Language. 244-252 - Ana Zelaia Jauregi
A Combination of Classifiers for the Pronominal Anaphora Resolution in Basque. 253-260 - Raúl Abella Pérez, José Eladio Medina-Pagola:
Text Segmentation by Clustering Cohesion. 261-268 - Pablo Negri
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
A Quantitative Evaluation of Fixed-Pattern Noise Reduction Methods in Imaging Systems. 285-294 - Maysa M. G. Macedo
Vessel Centerline Tracking in CTA and MRA Images Using Hough Transform. 295-302 - Javier Sánchez, Estibaliz Martinez, Agueda Arquero, Diego Renza
Automatic Image Segmentation Optimized by Bilateral Filtering. 303-310 - Diego Renza
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
Image Segmentation Using Quadtree-Based Similarity Graph and Normalized Cut. 329-337 - Lionel Valet, Beatriz Souza Leite Pires de Lima, Alexandre G. 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
A Complex Network-Based Approach for Texture Analysis. 354-361 - Álvaro Gomez Zuñiga, Odemir Martinez Bruno
Enhancing Gabor Wavelets Using Volumetric Fractal Dimension. 362-369 - Jonathan de Andrade Silva, Wesley Nunes Gonçalves, Bruno Brandoli Machado, Hemerson Pistori
Comparison of Shape Descriptors for Mice Behavior Recognition. 370-377 - Talita Perciano
Ridge Linking Using an Adaptive Oriented Mask Applied to Plant Root Images with Thin Structures. 378-385 - Talita Perciano
Parameter Estimation for Ridge Detection in Images with Thin Structures. 386-393 - Miguel A. Duval
Experimental Comparison of Orthogonal Moments as Feature Extraction Methods for Character Recognition. 394-401
Face Segmentation and Recognition, Biometry
- Sílvio Filipe
Improving Face Segmentation in Thermograms Using Image Signatures. 402-409 - Heydi Mendez Vazquez
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
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
A Functional Density-Based Nonparametric Approach for Statistical Calibration. 450-457 - César San-Martín, Carlos Melgarejo, Claudio Gallegos, Gustavo Soto, Millaray Curilem
Feature Extraction Using Circular Statistics Applied to Volcano Monitoring. 458-466 - César Castelo-Fernández, Pedro J. de Rezende, Alexandre X. Falcão
Improving the Accuracy of the Optimum-Path Forest Supervised Classifier for Large Datasets. 467-475 - Thales Sehn Körting, 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
Multi-Objective Semi-Supervised Feature Selection and Model Selection Based on Pearson's Correlation Coefficient. 509-516 - Raúl Ramos-Pollán, Miguel Ángel Guevara-López
Introducing ROC Curves as Error Measure Functions: A New Approach to Train ANN-Based Biomedical Data Classifiers. 517-524 - Sandro Vega-Pons
Partition Selection Approach for Hierarchical Clustering Based on Clustering Ensemble. 525-532 - Jorge de la Calleja
The Imbalanced Problem in Morphological Galaxy Classification. 533-540 - Daniel Carlos Guimarães Pedronette
Exploiting Contextual Information for Image Re-ranking. 541-548 - Annette Morales-González
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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