A Growing Cell Neural Network Structure for Off-Line Signature Recognition. - Karina Toscano-Medina; Gabriel Sanchez-Perez; Mariko Nakano-Miyatake; Héctor M. Pérez Meana (IWANN (2), 2001)

Face Recognition Algorithm Using the Discrete Gabor Transform. - Gualberto Aguilar-Torres; Gabriel Sanchez-Perez; Mariko Nakano-Miyatake; Héctor Pérez-Meana (CONIELECOMP, 2007)

Feature Extraction and Face Verification Using Gabor and Gaussian Mixture Models. - Jesus Olivares-Mercado; Gabriel Sanchez-Perez; Mariko Nakano-Miyatake; Héctor M. Pérez Meana (MICAI, 2007)

Face Recognition Based on Normalization and the Phase Spectrum of the Local Part of an Image. - Jesus Olivares-Mercado; Kazuhiro Hotta; Haruhisa Takahashi; Héctor M. Pérez Meana; Mariko Nakano-Miyatake; Gabriel Sanchez-Perez (ISVC (2), 2008)

Frequency-Based Fingerprint Recognition. - Gualberto Aguilar; Gabriel Sanchez 001; Karina Toscano; Héctor Pérez 001 (Handbook of Remote Biometrics, 2009)

Shape-based hand recognition approach using the morphological pattern spectrum. - Juan Manuel Ramírez-Cortés; Pilar Gómez-Gil; Gabriel Sanchez-Perez; Cesar Prieto-Castro (J. Electronic Imaging, 2009)

An Early Fire Detection Algorithm Using IP Cameras. - Leonardo Millán-García; Gabriel Sanchez-Perez; Mariko Nakano; Karina Toscano-Medina; Héctor M. Pérez Meana; Luis Rojas-Cardenas (Sensors, 2012)

A sub-block-based eigenphases algorithm with optimum sub-block size. - Gibran Benitez-Garcia; Jesus Olivares-Mercado; Gabriel Sanchez-Perez; Mariko Nakano-Miyatake; Héctor M. Pérez Meana (Knowl. Based Syst., 2013)

Facial Expression Recognition Based on Facial Region Segmentation and Modal Value Approach. - Gibran Benitez-Garcia; Gabriel Sanchez-Perez; Héctor Pérez-Meana; Keita Takahashi 001; Masahide Kaneko (IEICE Trans. Inf. Syst., 2014)

Application of a Face Recognition System Based on LBP on Android OS. - Marco Calderon-Lopez; Tadeo Torres-Gonzalez; Jesus Olivares-Mercado; Karina Toscano-Medina; Gabriel Sanchez-Perez; Héctor Pérez-Meana; Silvestre Garcia-Sanchez (MICAI (2), 2015)

Extraction System of Characters in Vehicular Plates. - Silvestre Garcia-Sanchez; Jesus Olivares-Mercado; Gabriel Sanchez-Perez; Karina Toscano-Medina; Héctor M. Pérez Meana (MICAI (Special Sessions), 2015)

Face Recognition Under Bad Illumination Conditions. - Daniel Toledo de los Santos; Mariko Nakano-Miyatake; Karina Toscano-Medina; Gabriel Sanchez-Perez; Héctor Pérez-Meana (SoMeT, 2015)

An inverse halftoning algorithm based on neural networks and UP(x) atomic function. - Fernando Pelcastre-Jimenez; Mariko Nakano-Miyatake; Karina Toscano-Medina; Gabriel Sanchez-Perez; Héctor Manuel Pérez Meana (TSP, 2015)

Security attack prediction based on user sentiment analysis of Twitter data. - Aldo Hernandez-Suarez; Victor Sanchez; Gabriel Sanchez-Perez; Héctor Pérez 002; Jesús Olivares; Karina Toscano; Mariko Nakano; Victor Martinez-Hernandez (ICIT, 2016)

View-Invariant Gait Recognition Using a Joint-DLDA Framework. - José Portillo-Portillo; Roberto Leyva; Victor Sanchez; Gabriel Sanchez-Perez; Héctor Pérez-Meana; Jesús Olivares; Karina Toscano; Mariko Nakano (IEA/AIE, 2016)

Predicting political mood tendencies based on Twitter data. - Aldo Hernandez-Suarez; Gabriel Sanchez-Perez; Victor Martinez-Hernandez; Héctor M. Pérez Meana; Karina Toscano-Medina; Mariko Nakano; Victor Sanchez (IWBF, 2017)

Compact image steganalysis for LSB-matching steganography. - Oswaldo Juarez-Sandoval; Manuel Cedillo-Hernandez; Gabriel Sanchez-Perez; Karina Toscano-Medina; Héctor Pérez-Meana; Mariko Nakano-Miyatake (IWBF, 2017)

Face recognition system for smartphone based on LBP. - Jesus Olivares-Mercado; Karina Toscano-Medina; Gabriel Sanchez-Perez; Héctor Pérez-Meana; Mariko Nakano-Miyatake (IWBF, 2017)

An automatic visible watermark detection method using total variation. - Hector Santoyo-Garcia; Eduardo Fragoso-Navarro; Rogelio Reyes-Reyes; Gabriel Sanchez-Perez; Mariko Nakano-Miyatake; Héctor Pérez-Meana (IWBF, 2017)

Software Protection Against Illegal Copy Using Software Watermarking. - Mario Sotelo-Garrido; Mariko Nakano-Miyatake; Gabriel Sanchez-Perez; Manuel Cedillo-Hernandez; Héctor Pérez-Meana (SoMeT, 2017)

Motion detection by eigen-projections from incremental subspace learning. - José Portillo-Portillo; Héctor Pérez-Meana; Gabriel Sanchez-Perez; Karina Toscano-Medina; Mariko Nakano-Miyatake; Victor Sanchez-Silva (TSP, 2017)

Spike-based compact digital neuromorphic architecture for efficient implementation of high order FIR filters. - Carlos Diaz; Giovanny Sánchez; Juan Gerardo Ávalos Ochoa; Gabriel Sanchez 001; Juan-Carlos Sanchez 001; Héctor M. Pérez Meana (Neurocomputing, 2017)

Cross View Gait Recognition Using Joint-Direct Linear Discriminant Analysis. - José Portillo-Portillo; Roberto Leyva; Victor Sanchez; Gabriel Sanchez-Perez; Héctor M. Pérez Meana; Jesus Olivares-Mercado; Karina Toscano-Medina; Mariko Nakano-Miyatake (Sensors, 2017)

Can Twitter API Be Bypassed? A New Methodology for Collecting Chronological Information Without Restrictions. - Aldo Hernandez-Suarez; Gabriel Sanchez-Perez; Karina Toscano-Medina; Rocio Toscano-Medina; Victor Martinez-Hernandez; Jesus Olivares-Mercado; Héctor Pérez-Meana; Victor Sanchez (SoMeT, 2018)

Change Detection for Video Sequences Based on Incremental Subspace Learning. - José Portillo-Portillo; Blas Hernandez-Sanabria; Héctor Pérez-Meana; Gabriel Sanchez-Perez; Karina Toscano-Medina; Jesus Olivares-Mercado; Mariko Nakano-Miyatake; Luis Carlos Castro-Madrid; Victor Sanchez-Silva (SoMeT, 2018)

A view-invariant gait recognition algorithm based on a joint-direct linear discriminant analysis. - José Portillo-Portillo; Roberto Leyva; Victor Sanchez; Gabriel Sanchez-Perez; Héctor Pérez-Meana; Jesus Olivares-Mercado; Karina Toscano-Medina; Mariko Nakano-Miyatake (Appl. Intell., 2018)

A Web Scraping Methodology for Bypassing Twitter API Restrictions. - Aldo Hernandez-Suarez; Gabriel Sanchez-Perez; Karina Toscano-Medina; Victor Martinez-Hernandez; Victor Sanchez; Héctor Pérez-Meana (CoRR, 2018)

A new scalable parallel adder based on spiking neural P systems, dendritic behavior, rules on the synapses and astrocyte-like control to compute multiple signed numbers. - Thania Frias; Giovanny Sánchez; Luis Garcia 002; Marco Abarca; Carlos Diaz; Gabriel Sanchez 001; Héctor M. Pérez Meana (Neurocomputing, 2018)

Social Sentiment Sensor in Twitter for Predicting Cyber-Attacks Using ℓ1 Regularization. - Aldo Hernandez-Suarez; Gabriel Sanchez-Perez; Karina Toscano-Medina; Victor Martinez-Hernandez; Héctor M. Pérez Meana; Jesus Olivares-Mercado; Victor Sanchez (Sensors, 2018)

A Semi-supervised Learning Methodology for Malware Categorization using Weighted Word Embeddings. - Hugo Leonardo Duarte-Garcia; Carlos Domenick Morales-Medina; Aldo Hernandez-Suarez; Gabriel Sanchez-Perez; Karina Toscano-Medina; Héctor Pérez-Meana; Victor Sanchez (EuroS&P Workshops, 2019)

Automatic Malware Clustering using Word Embeddings and Unsupervised Learning. - Hugo Leonardo Duarte-Garcia; Alberto Cortez-Marquez; Gabriel Sanchez-Perez; Héctor Pérez-Meana; Karina Toscano-Medina; Aldo Hernandez-Suarez (IWBF, 2019)

An Efficient Botnet Detection Methodology using Hyper-parameter Optimization Trough Grid-Search Techniques. - David Gonzalez-Cuautle; Uriel Yair Corral-Salinas; Gabriel Sanchez-Perez; Héctor Pérez-Meana; Karina Toscano-Medina; Aldo Hernandez-Suarez (IWBF, 2019)

Analysis of hand-crafted and learned feature extraction methods for real-time facial expression recognition. - Jesus Olivares-Mercado; Karina Toscano-Medina; Gabriel Sanchez-Perez; José Portillo-Portillo; Héctor Pérez-Meana; Gibran Benitez-Garcia (IWBF, 2019)

Copy-Move Forgery Detection Algorithm using Frequency Transforms, SURF and MSER. - Kelsey A. Ramírez-Gutiérrez; Mariko Nakano; Gabriel Sanchez-Perez; Héctor Pérez-Meana (IWBF, 2019)

A Graphical User Interface for Fast Evaluation and Testing of Machine Learning Models Performance. - Leonel Rosas-Arias; Gabriel Sanchez-Perez; Linda K. Toscano-Medina; Héctor M. Pérez Meana; José Portillo-Portillo (IWBF, 2019)

Analysis of the GPS Spoofing Vulnerability in the Drone 3DR Solo. - Sandra Pérez Arteaga; Luis Alberto Martinez Hernandez; Gabriel Sanchez-Perez; Ana Lucila Sandoval Orozco; Luis Javier García-Villalba (IEEE Access, 2019)

Outdoor Location of Mobile Devices Using Trilateration Algorithms for Emergency Services. - Luis Alberto Martinez Hernandez; Sandra Pérez Arteaga; Gabriel Sanchez-Perez; Ana Lucila Sandoval Orozco; Luis Javier García-Villalba (IEEE Access, 2019)

A low complexity face recognition scheme based on down sampled local binary patterns. - Gibran Benitez-Garcia; Mariko Nakano-Miyatake; Jesus Olivares-Mercado; Héctor Pérez-Meana; Gabriel Sanchez-Perez (Int. Arab J. Inf. Technol., 2019)

Using Twitter Data to Monitor Natural Disaster Social Dynamics: A Recurrent Neural Network Approach with Word Embeddings and Kernel Density Estimation. - Aldo Hernandez-Suarez; Gabriel Sanchez-Perez; Karina Toscano-Medina; Héctor M. Pérez Meana; José Portillo-Portillo; Victor Sanchez; Luis Javier García-Villalba (Sensors, 2019)

Vehicle Counting in Video Sequences: An Incremental Subspace Learning Approach. - Leonel Rosas-Arias; José Portillo-Portillo; Aldo Hernandez-Suarez; Jesus Olivares-Mercado; Gabriel Sanchez-Perez; Karina Toscano-Medina; Héctor M. Pérez Meana; Ana Lucila Sandoval Orozco; Luis Javier García-Villalba (Sensors, 2019)

IPN Hand: A Video Dataset and Benchmark for Real-Time Continuous Hand Gesture Recognition. - Gibran Benitez-Garcia; Jesus Olivares-Mercado; Gabriel Sanchez-Perez; Keiji Yanai (ICPR, 2020)

Fast and Accurate Real-Time Semantic Segmentation with Dilated Asymmetric Convolutions. - Leonel Rosas-Arias; Gibran Benitez-Garcia; José Portillo-Portillo; Gabriel Sánchez-Pérez; Keiji Yanai (ICPR, 2020)

A Fast-RCNN Implementation for Human Silhouette Detection in Video Sequences. - Luis Brandon Garcia-Ortiz; Gabriel Sanchez-Perez; Aldo Hernandez-Suarez; Jesus Olivares-Mercado; Héctor Manuel Pérez Meana; José Portillo-Portillo (SoMeT, 2020)

Comparison of Face Detection and Recognition Algorithms in Real-Time Video. - Alejandra Sarahi Sanchez-Moreno; Héctor Manuel Pérez Meana; Jesus Olivares-Mercado; Gabriel Sanchez-Perez; Karina Toscano-Medina (SoMeT, 2020)

Visual-based Real Time Driver Drowsiness Detection System Using CNN. - Jonathan Flores-Monroy; Mariko Nakano-Miyatake; Gabriel Sanchez-Perez; Héctor Pérez-Meana (CCE, 2021)

Fingerprint Recognition System Based on Bifurcation Minutiaes. - Alberto Antonio Vargas Mata; Jesus Olivares-Mercado; Linda Karina Toscano-Medina; Gabriel Sánchez-Pérez; Héctor Manuel Pérez Meana (SoMeT, 2021)

Efficient Face Recognition System for Operating in Unconstrained Environments. - Alejandra Sarahi Sanchez-Moreno; Jesus Olivares-Mercado; Aldo Hernandez-Suarez; Karina Toscano-Medina; Gabriel Sanchez-Perez; Gibran Benitez-Garcia (J. Imaging, 2021)

Small universal spiking neural P systems with dendritic/axonal delays and dendritic trunk/feedback. - Luis Garcia 002; Giovanny Sánchez; Eduardo Vazquez 001; Juan-Gerardo Ávalos; Esteban Anides; Mariko Nakano; Gabriel Sanchez 001; Héctor Pérez 002 (Neural Networks, 2021)

Improving Real-Time Hand Gesture Recognition with Semantic Segmentation. - Gibran Benitez-Garcia; Lidia Prudente-Tixteco; Luis Carlos Castro-Madrid; Rocio Toscano-Medina; Jesus Olivares-Mercado; Gabriel Sanchez-Perez; Luis Javier García-Villalba (Sensors, 2021)

A Dense Neural Network Approach for Detecting Clone ID Attacks on the RPL Protocol of the IoT. - Carlos D. Morales-Molina; Aldo Hernandez-Suarez; Gabriel Sanchez-Perez; Linda K. Toscano-Medina; Héctor Pérez-Meana; Jesus Olivares-Mercado; José Portillo-Portillo; Victor Sanchez; Luis Javier García-Villalba (Sensors, 2021)

A CNN-Based Driver's Drowsiness and Distraction Detection System. - Jonathan Flores-Monroy; Mariko Nakano-Miyatake; Héctor M. Pérez Meana; Enrique Escamilla Hernández; Gabriel Sanchez-Perez (MCPR, 2022)

Implementation of a CNN-Based Driver Drowsiness and Distraction Detector in Mobile Devices. - Jonathan Flores-Monroy; Mariko Nakano-Miyatake; Héctor Pérez-Meana; Enrique Escamilla Hernández; Gabriel Sanchez-Perez (SoMeT, 2022)

FASSVid: Fast and Accurate Semantic Segmentation for Video Sequences. - José Portillo-Portillo; Gabriel Sanchez-Perez; Linda K. Toscano-Medina; Aldo Hernandez-Suarez; Jesus Olivares-Mercado; Héctor M. Pérez Meana; Pablo Velarde-Alvarado; Ana Lucila Sandoval Orozco; Luis Javier García-Villalba (Entropy, 2022)

An ultra-compact and high-speed FFT-based large-integer multiplier for fully homomorphic encryption using a dual spike-based arithmetic circuit over GF(p). - Luis Garcia 002; Eduardo Vazquez 001; Gabriel Sanchez 001; Juan-Gerardo Ávalos; Giovanny Sánchez (Neurocomputing, 2022)

Towards an Intelligent Shop Keeper-Centric Transformation. - Juan Arturo Pérez-Cebreros; Gabriel Sánchez-Pérez; Luis Mario Hernández-Rojas; Ramón Mendoza-Hernández; Emiliano Lorences-Gutiérrez (Res. Comput. Sci., 2022)

FASSD-Net: Fast and Accurate Real-Time Semantic Segmentation for Embedded Systems. - Leonel Rosas-Arias; Gibran Benitez-Garcia; José Portillo-Portillo; Jesus Olivares-Mercado; Gabriel Sanchez-Perez; Keiji Yanai (IEEE Trans. Intell. Transp. Syst., 2022)

An Efficient Facial Verification System for Surveillance that Automatically Selects a Lightweight CNN Method and Utilizes Super-Resolution Images. - Filiberto Perez-Montes; Jesus Olivares-Mercado; Gabriel Sanchez-Perez (MICAI (1), 2023)

Methodological Approach for Identifying Websites with Infringing Content via Text Transformers and Dense Neural Networks. - Aldo Hernandez-Suarez; Gabriel Sanchez-Perez; Linda Karina Toscano-Medina; Héctor Manuel Pérez Meana; José Portillo-Portillo; Jesus Olivares-Mercado (Future Internet, 2023)

Analysis of Real-Time Face-Verification Methods for Surveillance Applications. - Filiberto Perez-Montes; Jesus Olivares-Mercado; Gabriel Sanchez-Perez; Gibran Benitez-Garcia; Lidia Prudente-Tixteco; Osvaldo López-García (J. Imaging, 2023)

ReinforSec: An Automatic Generator of Synthetic Malware Samples and Denial-of-Service Attacks through Reinforcement Learning. - Aldo Hernandez-Suarez; Gabriel Sanchez-Perez; Linda K. Toscano-Medina; Héctor M. Pérez Meana; Jesus Olivares-Mercado; José Portillo-Portillo; Gibran Benitez-Garcia; Ana Lucila Sandoval Orozco; Luis Javier García-Villalba (Sensors, 2023)

PFMNet: Face Mask Recognition with Deformable Convolution Networks and Category Attention. - Ulises Arroyo-Rojas; Gibran Benitez-Garcia; Jesus Olivares-Mercado; Gabriel Sanchez-Perez; Hiroki Takahashi (SoMeT, 2024)

Transformation Approach for Safe Source Code Through the Application of a Large Language Model and Adaptation of a Generative Adversarial Network. - Aldo Hernandez-Suarez; Héctor Manuel Pérez Meana; Gabriel Sanchez-Perez; José Portillo-Portillo; Jesus Olivares-Mercado; Linda Karina Toscano-Medina (SoMeT, 2024)

Topic Modeling in the Darknet via Semi-Supervised Learning and Linguistic Transformers. - Aldo Hernandez-Suarez; Héctor Manuel Pérez Meana; Gabriel Sanchez-Perez; José Portillo-Portillo; Jesus Olivares-Mercado; Linda Karina Toscano-Medina (SoMeT, 2024)

Question-Answer Methodology for Vulnerable Source Code Review via Prototype-Based Model-Agnostic Meta-Learning. - Pablo Corona-Fraga; Aldo Hernandez-Suarez; Gabriel Sanchez-Perez; Linda Karina Toscano-Medina; Héctor M. Pérez Meana; José Portillo-Portillo; Jesus Olivares-Mercado; Luis Javier García-Villalba (Future Internet, 2025)

Measuring likelihood in cybersecurity. - Pablo Corona-Fraga; Vanessa Diaz-Rodriguez; Jesus Manuel Niebla Zatarain; Gabriel Sanchez-Perez (CoRR, 2025)