Progress in Pattern Recognition, Image Analysis, Computer Vision, and Applications

1. Front Matter

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2. Keynote 1

   1. An Introduction to Evolutionary Multi-objective Optimization with Some Applications in Pattern Recognition

      • Carlos A. Coello-Coello

      Pages 1-13

3. Image Coding, Processing and Analysis

   1. Rotation-Invariant Nonlinear Filters Design

      • Saúl Martínez-Díaz, Saúl Martínez-Chavelas

      Pages 14-21

   2. Topology-Preserving General Operators in Arbitrary Binary Pictures

      • Kálmán Palágyi

      Pages 22-29

   3. Evaluating Robustness of Template Matching Algorithms as a Multi-objective Optimisation Problem

      • Jose Bernal, Maria Trujillo, Ivan Cabezas

      Pages 30-37

   4. Estimation of Bubble Size Distribution Based on Power Spectrum

      • Jarmo Ilonen, Tuomas Eerola, Heikki Mutikainen, Lasse Lensu, Jari Käyhkö, Heikki Kälviäinen

      Pages 38-45

   5. Edge-Based Coding Tree Unit Partitioning Strategy in Inter Prediction

      • Maria Santamaria, Maria Trujillo

      Pages 46-53

   6. A Robust Tracking Algorithm Based on HOGs Descriptor

      • Daniel Miramontes-Jaramillo, Vitaly Kober, Víctor Hugo Díaz-Ram

      Pages 54-61

   7. Fast Heuristics for Eliminating Switching Components in Binary Matrices by 0-1 Flips

      • Norbert Hantos, Péter Balázs

      Pages 62-69

   8. Practical Genericity: Writing Image Processing Algorithms Both Reusable and Efficient

      • Roland Levillain, Thierry Géraud, Laurent Najman, Edwin Carlinet

      Pages 70-79

   9. Real Time Hardware Accelerator for Image Filtering

      • Susana Ortega-Cisneros, Miguel A. Carrazco-Díaz, Adrian Pedroza de-la-Crúz, Juan J. Raygoza-Panduro, Federico Sandoval-Ibarra, Jorge Rivera-Domínguez

      Pages 80-87

   10. FPGA Implementation of a NARX Network for Modeling Nonlinear Systems

       • J. A. Rentería-Cedano, L. M. Aguilar-Lobo, S. Ortega-Cisneros, J. R. Loo-Yau, Juan J. Raygoza-Panduro

       Pages 88-95

4. Segmentation, Analysis of Shape and Texture

   1. Self-Adaptive Skin Segmentation in Color Images

      • Michal Kawulok, Jolanta Kawulok, Jakub Nalepa, Bogdan Smolka

      Pages 96-103

   2. Spoken Emotion Recognition Using Deep Learning

      • E. M. Albornoz, M. Sánchez-Gutiérrez, F. Martinez-Licona, H. L. Rufiner, J. Goddard

      Pages 104-111

   3. A Comparison of Fused Segmentation Algorithms for Iris Verification

      • Yasiel Sanchez-Gonzalez, Yasser Chacon-Cabrera, Eduardo Garea-Llano

      Pages 112-119

   4. A Linear Time Implementation of k-Means for Multilevel Thresholding of Grayscale Images

      • Pablo Fonseca, Jacques Wainer

      Pages 120-126

   5. Angle Estimation Using Hahn Moments for Image Analysis

      • C. Camacho-Bello, J. J. Báez-Rojas

      Pages 127-134

   6. A Fast Gabor Filter Approach for Multi-Channel Texture Feature Discrimination

      • Antonio Carlos Sobieranski, Rodrigo T. F. Linhares, Eros Comunello, Aldo von Wangenheim

      Pages 135-142

   7. Color Skin Segmentation Based on Non-linear Distance Metrics

      • Antonio Carlos Sobieranski, Vito F. Chiarella, Eduardo Barreto-Alexandre, Rodrigo T. F. Linhares, Eros Comunello, Aldo von Wangenheim

      Pages 143-150

   8. Partial Shape Matching and Retrieval under Occlusion and Noise

      • Leonardo Chang, Miguel Arias-Estrada, José Hernández-Palancar, L. Enrique Sucar

      Pages 151-158

This book constitutes the refereed proceedings of the 19th Iberoamerican Congress on Pattern Recognition, CIARP 2014, held in Puerto Vallarta, Jalisco, Mexico, in November 2014. The 115 papers presented were carefully reviewed and selected from 160 submissions. The papers are organized in topical sections on image coding, processing and analysis; segmentation, analysis of shape and texture; analysis of signal, speech and language; document processing and recognition; feature extraction, clustering and classification; pattern recognition and machine learning; neural networks for pattern recognition; computer vision and robot vision; video segmentation and tracking.

• big data
• classification
• clustering
• data mining
• discrete geometry
• edge detection
• evolutionary computation
• feature selection
• fingerprint
• genetic programming
• graph mining
• human-computer interaction
• knowledge discovery
• machine learning
• multimodality
• parallel algorithms
• support vector machines
• video surveillance
• algorithm analysis and problem complexity

• Department of Electrical Engineering and Computer Science, CINVESTAV, Guadalajara, México

  Eduardo Bayro-Corrochano

• Department of Computer Science, University of York, Deramore Lane, UK

  Edwin Hancock

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