Mexican Conference on 
Pattern Recognition

Wednesday June 24 (Mexican Time UTC-5)

9:00-9:20

Opening

Session 1: Pattern Recognition Techniques

9:20-9:40

Fruit Classification for Retail Stores using Deep Learning

Jose Luis Rojas-Aranda, Jose Ignacio Nuñez-Varela, Juan Carlos, Cuevas-Tello, and Gabriela Rangel-Ramirez

9:40-10:00

Towards Dendrite Spherical Neurons for Pattern Classification

Wilfrido Gómez-Flores and Juan Humberto Sossa-Azuela

10:00-10:20

Comparison of Recurrent Neural Networks for Wind Power Forecasting

Erick López, Carlos Valle, Héctor Allende-Cid, and Héctor Allende

10:20-10:40

Classification of Cattleya trianae and its Varieties by Using Colorimetry

Manuel G. Forero, Carlos E. Beltrán, Armando Troncoso, and

Christian González-Santos

10:40-11:00

Break

11:00-12:00

Keynote Address

Mathematics of Deep Learning

Prof. Rene Vidal

Herschel Seder Professor of Biomedical Engineering and the Inaugural Director of the Mathematical Institute for Data Science at The Johns Hopkins University, USA.

12:00-12:20

Break

Session 2: Pattern Recognition Techniques

12:20-12:40

Analysis of Repair Costs of Scholar Buildings Affected by Earthquakes Using Data Mining. Case Study: Earthquakes of 2017 in Mexico

García-Rueda Graciela, Valdovinos Rosa M., Valdés-González Jesús, Alejo Roberto, González-Ruiz J. Leonardo, and Marcial-Romero José R.

12:40-13:00

Basic Pattern Graphs for the Efficient Computation of its Number of Independent Sets

Guillermo De Ita, Miguel Rodríguez, Pedro Bello, and Meliza Contreras

13:00-13:20

Towards Selecting Reducts for Building Decision Rules for Rule-based Classifiers

Manuel S. Lazo-Cortés, José Fco. Martínez-Trinidad, Jesús A. Carrasco-Ochoa, and Nelva N. Almanza-Ortega

13:20-13:40

Towards Inpainting and Denoising Latent Fingerprints: A Study on the Impact in Latent Fingerprint Identification

Ernesto Ramírez-Sáyago, Octavio Loyola-González, and Miguel Angel Medina-Pérez

13:40-15:00

Break(Lunch)

Session 3: Image Processing and Analysis

15:00-15:20

New Method for Extreme Color Detection in Images

Manuel G. Forero, Julián Ávila-Navarro, and Sergio Herrera-Rivera

15:20-15:40

A Simple Methodology for 2D Reconstruction Using a CNN Model

Armando Levid Rodríguez-Santiago, José Anibal Arias-Aguilar, Alberto Elías Petrilli-Barceló, and Rosebet Miranda-Luna

15.40-16:00

Improvement of the Turajli_ Method for the Estimation of Gaussian Noise in Images

Manuel G. Forero, Sergio L. Miranda, and Carlos Jacanamejoy-Jamioy

16:00-16:20

Spatial-Trimmed Fuzzy C-means Algorithm to Image Segmentation

Virna V. Vela-Rincón, Dante Mújica-Vargas, Manuel Mejía Lavalle, and Andrea Magadán Salazar

16:20-16:40

Restoration of Range Images by the Gaussian Pyramid Method, Testing Different Interpolation Techniques to Select the Best Performance

Enrique Chavira Calderón and Alejandra Cruz-Bernal

16:40-17:00

Machine Learning Techniques for Identity Document Verification in Uncontrolled Environments: A Case Study

Alejandra Castelblanco, Jesus Solano, Christian Lopez, Esteban Rivera, Lizzy Tengana, and Martín Ochoa

Thursday June 25 (Mexican Time UTC-5)

Session 4: Industrial and Medical Applications of Pattern Recognition

9:00-9:20

Cursive Handwritten OCR System Using Novel Pre-processing Techniques and Deep Learning Models

Nidhi, Debasmita Ghosh, Dharmendra Chaurasia, Siddhanth Gupta, Asmita Mahajan and Saurav Mondal.

9:20-9:40

A Method for Estimating Driving Factors of Illicit Trade Using Node Embeddings and Clustering

Jorge Ángel González Ordiano, Lisa Finn, Anthony Winterlich, Gary Moloney, and Steven Simske

9:40-10:00

Accurate Identication of Tomograms of Lung Nodules using CNN: Influence of the Optimizer, Preprocessing and Segmentation

Cecilia Irene Loeza Meja, R. R. Biswal, Eduardo Rodriguez-Tello, and Gilberto Ochoa-Ruiz

10:00-10:20

What the Appearance Channel from Two-Stream Architectures for Activity Recognition is Learning?

Reinier Oves García and L. Enrique Sucar

10:20-10:40

Automatic Estrus Cycle Identification System on Female Dogs based on Deep Learning

Gustavo Calderón, Cesar Carrillo, Mariko Nakano, Jeanine Acevedo, and José Ernesto Hernández

10:40-11:00

Break

11:00-12:00

Keynote Address

Biases in Social Media Data

Prof. Ricardo Baeza-Yates

Director of Graduate Data Science Programs of Northeastern University, Silicon Valley campus, USA.

12:00-12:20

Break

Session 5: Image Processing and Analysis

12:20-12:40

A Novel Set of Moment Invariants for Pattern Recognition Applications based on Jacobi Polynomials

Rafael Augusto Rocha Angulo, Juan Martín Carpio, Alfonso Rojas-Domínguez, Manuel Ornelas-Rodríguez, and Héctor Puga

12:40-13:00

Orthogonal Local Image Descriptors with Convolutional Autoencoders

Edgar Roman-Rangel and Stephane Marchand-Maillet

13:00-13:20

Digital Assisted Image Correlation for Metal Sheet Strain Measurement

García-Alcalá Carlos-Eduardo, Padilla-Medina José-Alfredo, and Barranco-Gutiérrez Alejandro-Israel

13:20-13:40

Structured Pointcloud Segmentation for Individual Mangrove Tree Modeling

José L. Silván-Cárdenas, José A. Gallardo-Cruz, and Laura M. Hernández-Huerta

13:40-15:00

Break(Lunch)

Session 6: Computer Vision

15:00-15:20

Vision-based Blind Spot Warning System by Deep Neural Networks

Víctor R. Virgilio G., Humberto Sossa, and Erik Zamora

15:20-15:40

Onboard CNN-based Processing for Target Detection and Autonomous Landing for MAVs

A. A. Cabrera-Ponce and J. Martinez-Carranza

15.40-16:00

COUPLED: Calibration of a LiDAR and Camera Rig using Automatic Plane Detection

Omar Montoya, Octavio Icasio, and Joaquín Salas

16:00-16:20

ModuleNet: A Convolutional Neural Network for Stereo Vision

Renteria-Vidales O.I., Cuevas-Tello J.C., Reyes-Figueroa A., and Rivera M.

Friday June 26 (Mexican Time UTC-5)

9:00-10:00

Keynote Address

Quantum computing: from scientific research to high-tech markets

Prof. Salvador Elías Venegas-Andraca

Head of the Quantum Information Processing group at Tecnologico de Monterrey, Mexico.

10:00-10:20

Break

Session 7: Natural Language Processing and Recognition

10:20-10:40

Towards Selecting Reducts for Building Decision Rules for Rule-based Classifiers

Manuel S. Lazo-Cortés, José Fco. Martínez-Trinidad, Jesús A. Carrasco-Ochoa, and Nelva N. Almanza-Ortega

10:40-11:00

Not all Swear Words are Used Equal:Attention over Word n-grams for Abusive Language Identification

Horacio Jesús Jarquín-Vásquez, Manuel Montes-y-Gómez, and Luis Villaseñor-Pineda

11:00-11:20

Gender Identification in Social Media Using Transfer Learning

Aquilino Francisco Sotelo, Helena Gómez-Adorno, Oscar Esquivel-Flores, and Gemma Bel-Enguix

11:20-11:40

Break

Session 8: Computer Vision

11:40-12:00

Experimental Study on Transfer Learning in Denoising Autoencoders for Speech Enhancement

Marvin Coto-Jiménez

12:00-12:20

A Preliminary Study on Score-based Hyper-heuristics for Solving the Bin Packing Problem

A. Silva-Gálvez, E. Lara-Cárdenas, I. Amaya, J. M. Cruz-Duarte, and J. C. Ortiz-Bayliss

12:20-12:40

Learning Classifier Systems with Hebbian Learning for Autonomus Behaviors

Marco Ramos, Vianney Muñoz-Jiménez, and Félix F. Ramos

12:40-13:20

Final Meeting