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

1. Front Matter

   Pages I-XVIII

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2. A Citation k-NN Approach for Facial Expression Recognition

   • Daniel Acevedo, Pablo Negri, María Elena Buemi, Francisco Gómez Fernández, Marta Mejail

   Pages 1-9

3. Mining Generalized Closed Patterns from Multi-graph Collections

   • Niusvel Acosta-Mendoza, Andrés Gago-Alonso, Jesús Ariel Carrasco-Ochoa, José Francisco Martínez-Trinidad, José Eladio Medina-Pagola

   Pages 10-18

4. Edge Detection Based on Digital Shape Elongation Measure

   • Faisal Alamri, Joviša Žunić

   Pages 19-27

5. Mining the Criminal Data of Rio de Janeiro: Analyzing the Impact of the Pacifying Police Units Deployment

   • Cassio Almeida, Sonia F. Gonzalez, Pedro C. L. Souza, Simone D. J. Barbosa, Hélio Lopes

   Pages 28-35

6. Going Deeper on BioImages Classification: A Plant Leaf Dataset Case Study

   • Daniel H. A. Alves, Luís F. Galonetti, Claiton de Oliveira, Pedro H. Bugatti, Priscila T. M. Saito

   Pages 36-44

7. Benchmarking Head Pose Estimation in-the-Wild

   • Elvira Amador, Roberto Valle, José M. Buenaposada, Luis Baumela

   Pages 45-52

8. Forensic Document Examination: Who Is the Writer?

   • Aline Maria M. M. Amaral, Cinthia O. de Almendra Freitas, Flávio Bortolozzi, Yandre Maldonado e Gomes da Costa

   Pages 53-60

9. Traversability Cost Identification of Dynamic Environments Using Recurrent High Order Neural Networks for Robot Navigation

   • Nancy Arana-Daniel, Julio Valdés-López, Alma Y. Alanís, Carlos López-Franco

   Pages 61-68

10. Texture Classification of Phases of Ti-6Al-4V Titanium Alloy Using Fractal Descriptors

    • André R. Backes, Jarbas Joaci de Mesquita Sá Junior

    Pages 69-76

11. Pyramidal Zernike Over Time: A Spatiotemporal Feature Descriptor Based on Zernike Moments

    • Igor L. O. Bastos, Larissa Rocha Soares, William Robson Schwartz

    Pages 77-85

12. A Multilabel Extension of LDA Based on the Gram-Schmidt Orthogonalization Procedure

    • Juan Bekios-Calfa, Brian Keith

    Pages 86-93

13. Linear Modelling of Cerebral Autoregulation System Using Genetic Algorithms

    • Felipe-Andrés Bello Robles, Ronney B. Panerai, Max Chacón Pacheco

    Pages 94-101

14. Knowledge Transfer for Writer Identification

    • Diego Bertolini, Luiz S. Oliveira, Yandre M. G. Costa, Lucas G. Helal

    Pages 102-110

15. Real-Time Brand Logo Recognition

    • Leonardo Bombonato, Guillermo Camara-Chavez, Pedro Silva

    Pages 111-118

16. Retinal Vessels Segmentation Based on a Convolutional Neural Network

    • Nadia Brancati, Maria Frucci, Diego Gragnaniello, Daniel Riccio

    Pages 119-126

17. DNLM-IIFFT: An Implementation of the Deceived Non Local Means Filter Using Integral Images and the Fast Fourier Transform for a Reduced Computational Cost

    • Saúl Calderón Ramírez, Manuel Zumbado Corrales

    Pages 127-134

18. Utilizing Deep Learning and 3DLBP for 3D Face Recognition

    • João Baptista Cardia Neto, Aparecido Nilceu Marana

    Pages 135-142

19. Efficient Hyperparameter Optimization in Convolutional Neural Networks by Learning Curves Prediction

    • Andrés F. Cardona-Escobar, Andrés F. Giraldo-Forero, Andrés E. Castro-Ospina, Jorge A. Jaramillo-Garzón

    Pages 143-151

20. Evaluation of Deep Feedforward Neural Networks for Classification of Diffuse Lung Diseases

    • Isadora Cardoso, Eliana Almeida, Héctor Allende-Cid, Alejandro C. Frery, Rangaraj M. Rangayyan, Paulo M. Azevedo-Marques et al.

    Pages 152-159

This book constitutes the refereed post-conference proceedings of the 22nd Iberoamerican Congress on Pattern Recognition, CIARP 2017, held in Valparaíso, Chile, in November 2017.

The 87 papers presented were carefully reviewed and selected from 156 submissions. The papers feature research results in the areas of pattern recognition, image processing, computer vision, multimedia and related fields. 

• artificial intelligence
• classification
• cluster analysis
• computer vision
• data mining
• data security
• descriptors
• face recognition
• image processing
• image reconstruction
• image segmentation
• imaging systems
• learning algorithms
• machine learning
• medical imaging
• neural networks
• object recognition
• pattern recognition
• signal processing
• Support Vector Machines (SVM)

• Universidad Federico Santa María, Santiago, Chile

  Marcelo Mendoza

• Carlos III University of Madrid, Madrid, Spain

  Sergio Velastín

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