Applications of Computational Intelligence

1. Front Matter

   Pages i-xiii

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2. Video Processing

   1. Front Matter

      Pages 1-1

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   2. SVM and SSD for Classification of Mobility Actors on the Edge

      • Andrés Heredia, Gabriel Barros-Gavilanes

      Pages 3-15

   3. Framework Comparison of Neural Networks for Automated Counting of Vehicles and Pedestrians

      • Galo Lalangui, Jorge Cordero, Omar Ruiz-Vivanco, Luis Barba-Guamán, Jessica Guerrero, Fátima Farías et al.

      Pages 16-28

   4. Retail Traffic-Flow Analysis Using a Fast Multi-object Detection and Tracking System

      • Richard Cobos, Jefferson Hernandez, Andres G. Abad

      Pages 29-39

   5. Accelerating Video Processing Inside Embedded Devices to Count Mobility Actors

      • Andrés Heredia, Gabriel Barros-Gavilanes

      Pages 40-51

3. Biomedical Systems

   1. Front Matter

      Pages 53-53

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   2. Influences of the Trained State Model into the Decoding of Elbow Motion Using Kalman Filter

      • E. Y. Veslin, M. S. Dutra, L. Bevilacqua, L. S. C. Raptopoulos, W. S. Andrade, J. G. M. Soares

      Pages 55-68

   3. Building Dengue Sensors for Brazil Using a Social Network and Text Mining

      • Josimar Edinson Chire Saire

      Pages 69-77

   4. Prediction of Diabetic Patient Readmission Using Machine Learning

      • Juan Camilo Ramírez, David Herrera

      Pages 78-88

   5. A Computational Model for Distance Perception Based on Visual Attention Redeployment in Locomotor Infants

      • Liz A. Jaramillo–Henao, Adrián A. Vélez–Aristizábal, Jaime E. Arango–Castro

      Pages 89-102

   6. DCGAN Model Used to Generate Body Gestures on a Human-Humanoid Interaction System

      • Francisco J. González, Andres Perez-Uribe, Hector F. Satizábal, Jesús A. López

      Pages 103-115

   7. Social Impact Assessment on a Mining Project in Peru Using the Grey Clustering Method and the Entropy-Weight Method

      • Alexi Delgado, Chiara Carbajal, H. Reyes, I. Romero

      Pages 116-128

4. Image Processing

   1. Front Matter

      Pages 129-129

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   2. Classification of Satellite Images Using Rp Fuzzy C Means

      • Luis Mantilla

      Pages 131-142

   3. A Feature Extraction Method Based on Convolutional Autoencoder for Plant Leaves Classification

      • Mery M. Paco Ramos, Vanessa M. Paco Ramos, Arnold Loaiza Fabian, Erbert F. Osco Mamani

      Pages 143-154

   4. Acquisition System Based in a Low-Cost Optical Architecture with Single Pixel Measurements and RGB Side Information for UAV Imagery

      • Arnold Guarin, Homero Ortega, Hans Garcia

      Pages 155-167

   5. Integration of an Adaptive Cellular Automaton and a Cellular Neural Network for the Impulsive Noise Suppression and Edge Detection in Digital Images

      • Karen Angulo, Danilo Gil, Helbert Espitia

      Pages 168-181

   6. Sweet Citrus Fruit Detection in Thermal Images Using Fuzzy Image Processing

      • Ingrid Lorena Argote Pedraza, John Faber Archila Diaz, Renan Moreira Pinto, Marcelo Becker, Mario Luiz Tronco

      Pages 182-193

5. Miscellaneous

   1. Front Matter

      Pages 195-195

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This book constitutes the thoroughly refereed proceedings of the Second IEEE Colombian Conference, ColCACI 2019, held in Barranquilla, Colombia, in June 2019. 
The 21 full papers presented were carefully reviewed and selected from 59 submissions. The papers cover such topics as video processing; biomedical systems; image processing, etc. 

• artificial intelligence
• computer hardware
• computer systems
• computer vision
• education
• engineering
• image analysis
• image processing
• learning
• machine learning
• mathematics
• neural networks
• pattern recognition
• signal processing

• Universidad del Rosario, Bogotá, Colombia

  Alvaro David Orjuela-Cañón

• Universidad Distrital Francisco José de Caldas, Bogotá, Colombia

  Juan Carlos Figueroa-García

• Universidad de Antioquia, Medellín, Colombia

  Julián David Arias-Londoño

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