Gabriel Sanchez-Perez

59 papers B 1C 11Journal 25Unranked 22
YearRankTypeTitle / Venue / Authors
2025 J jnl
Measuring likelihood in cybersecurity.
CoRR
Pablo Corona-Fraga, Vanessa Diaz-Rodriguez, Jesus Manuel Niebla Zatarain, Gabriel Sanchez-Perez
2025 J jnl
Question-Answer Methodology for Vulnerable Source Code Review via Prototype-Based Model-Agnostic Meta-Learning.
Future Internet
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
2024 C conf
PFMNet: Face Mask Recognition with Deformable Convolution Networks and Category Attention.
SoMeT
Ulises Arroyo-Rojas, Gibran Benitez-Garcia, Jesus Olivares-Mercado, Gabriel Sanchez-Perez, Hiroki Takahashi
2024 C conf
Topic Modeling in the Darknet via Semi-Supervised Learning and Linguistic Transformers.
SoMeT
Aldo Hernandez-Suarez, Héctor Manuel Pérez Meana, Gabriel Sanchez-Perez, José Portillo-Portillo, Jesus Olivares-Mercado, Linda Karina Toscano-Medina
2024 C conf
Transformation Approach for Safe Source Code Through the Application of a Large Language Model and Adaptation of a Generative Adversarial Network.
SoMeT
Aldo Hernandez-Suarez, Héctor Manuel Pérez Meana, Gabriel Sanchez-Perez, José Portillo-Portillo, Jesus Olivares-Mercado, Linda Karina Toscano-Medina
2023 — conf
An Efficient Facial Verification System for Surveillance that Automatically Selects a Lightweight CNN Method and Utilizes Super-Resolution Images.
MICAI (1)
Filiberto Perez-Montes, Jesus Olivares-Mercado, Gabriel Sanchez-Perez
2023 J jnl
Analysis of Real-Time Face-Verification Methods for Surveillance Applications.
J. Imaging
Filiberto Perez-Montes, Jesus Olivares-Mercado, Gabriel Sanchez-Perez, Gibran Benitez-Garcia, Lidia Prudente-Tixteco, Osvaldo López-García
2023 J jnl
Methodological Approach for Identifying Websites with Infringing Content via Text Transformers and Dense Neural Networks.
Future Internet
Aldo Hernandez-Suarez, Gabriel Sanchez-Perez, Linda Karina Toscano-Medina, Héctor Manuel Pérez Meana, José Portillo-Portillo, Jesus Olivares-Mercado
2023 J jnl
ReinforSec: An Automatic Generator of Synthetic Malware Samples and Denial-of-Service Attacks through Reinforcement Learning.
Sensors
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
2022 — conf
A CNN-Based Driver's Drowsiness and Distraction Detection System.
MCPR
Jonathan Flores-Monroy, Mariko Nakano-Miyatake, Héctor M. Pérez Meana, Enrique Escamilla Hernández, Gabriel Sanchez-Perez
2022 J jnl
FASSD-Net: Fast and Accurate Real-Time Semantic Segmentation for Embedded Systems.
IEEE Trans. Intell. Transp. Syst.
Leonel Rosas-Arias, Gibran Benitez-Garcia, José Portillo-Portillo, Jesus Olivares-Mercado, Gabriel Sanchez-Perez, Keiji Yanai
2022 J jnl
FASSVid: Fast and Accurate Semantic Segmentation for Video Sequences.
Entropy
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
2022 C conf
Implementation of a CNN-Based Driver Drowsiness and Distraction Detector in Mobile Devices.
SoMeT
Jonathan Flores-Monroy, Mariko Nakano-Miyatake, Héctor Pérez-Meana, Enrique Escamilla Hernández, Gabriel Sanchez-Perez
2021 J jnl
A Dense Neural Network Approach for Detecting Clone ID Attacks on the RPL Protocol of the IoT.
Sensors
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
2021 J jnl
Efficient Face Recognition System for Operating in Unconstrained Environments.
J. Imaging
Alejandra Sarahi Sanchez-Moreno, Jesus Olivares-Mercado, Aldo Hernandez-Suarez, Karina Toscano-Medina, Gabriel Sanchez-Perez, Gibran Benitez-Garcia
2021 J jnl
Improving Real-Time Hand Gesture Recognition with Semantic Segmentation.
Sensors
Gibran Benitez-Garcia, Lidia Prudente-Tixteco, Luis Carlos Castro-Madrid, Rocio Toscano-Medina, Jesus Olivares-Mercado, Gabriel Sanchez-Perez, Luis Javier García-Villalba
2021 — conf
Visual-based Real Time Driver Drowsiness Detection System Using CNN.
CCE
Jonathan Flores-Monroy, Mariko Nakano-Miyatake, Gabriel Sanchez-Perez, Héctor Pérez-Meana
2020 C conf
A Fast-RCNN Implementation for Human Silhouette Detection in Video Sequences.
SoMeT
Luis Brandon Garcia-Ortiz, Gabriel Sanchez-Perez, Aldo Hernandez-Suarez, Jesus Olivares-Mercado, Héctor Manuel Pérez Meana, José Portillo-Portillo
2020 C conf
Comparison of Face Detection and Recognition Algorithms in Real-Time Video.
SoMeT
Alejandra Sarahi Sanchez-Moreno, Héctor Manuel Pérez Meana, Jesus Olivares-Mercado, Gabriel Sanchez-Perez, Karina Toscano-Medina
2020 B conf
IPN Hand: A Video Dataset and Benchmark for Real-Time Continuous Hand Gesture Recognition.
ICPR
Gibran Benitez-Garcia, Jesus Olivares-Mercado, Gabriel Sanchez-Perez, Keiji Yanai
2020 J jnl
IPN Hand: A Video Dataset and Benchmark for Real-Time Continuous Hand Gesture Recognition.
CoRR
Gibran Benitez-Garcia, Jesus Olivares-Mercado, Gabriel Sanchez-Perez, Keiji Yanai
2019 — conf
A Graphical User Interface for Fast Evaluation and Testing of Machine Learning Models Performance.
IWBF
Leonel Rosas-Arias, Gabriel Sanchez-Perez, Linda K. Toscano-Medina, Héctor M. Pérez Meana, José Portillo-Portillo
2019 — conf
A Semi-supervised Learning Methodology for Malware Categorization using Weighted Word Embeddings.
EuroS&P Workshops
Hugo Leonardo Duarte-Garcia, Carlos Domenick Morales-Medina, Aldo Hernandez-Suarez, Gabriel Sanchez-Perez, Karina Toscano-Medina, Héctor Pérez-Meana, Victor Sanchez
2019 J jnl
A low complexity face recognition scheme based on down sampled local binary patterns.
Int. Arab J. Inf. Technol.
Gibran Benitez-Garcia, Mariko Nakano-Miyatake, Jesus Olivares-Mercado, Héctor Pérez-Meana, Gabriel Sanchez-Perez
2019 — conf
An Efficient Botnet Detection Methodology using Hyper-parameter Optimization Trough Grid-Search Techniques.
IWBF
David Gonzalez-Cuautle, Uriel Yair Corral-Salinas, Gabriel Sanchez-Perez, Héctor Pérez-Meana, Karina Toscano-Medina, Aldo Hernandez-Suarez
2019 — conf
Analysis of hand-crafted and learned feature extraction methods for real-time facial expression recognition.
IWBF
Jesus Olivares-Mercado, Karina Toscano-Medina, Gabriel Sanchez-Perez, José Portillo-Portillo, Héctor Pérez-Meana, Gibran Benitez-Garcia
2019 J jnl
Analysis of the GPS Spoofing Vulnerability in the Drone 3DR Solo.
IEEE Access
Sandra Pérez Arteaga, Luis Alberto Martinez Hernandez, Gabriel Sanchez-Perez, Ana Lucila Sandoval Orozco, Luis Javier García-Villalba
2019 — conf
Automatic Malware Clustering using Word Embeddings and Unsupervised Learning.
IWBF
Hugo Leonardo Duarte-Garcia, Alberto Cortez-Marquez, Gabriel Sanchez-Perez, Héctor Pérez-Meana, Karina Toscano-Medina, Aldo Hernandez-Suarez
2019 — conf
Copy-Move Forgery Detection Algorithm using Frequency Transforms, SURF and MSER.
IWBF
Kelsey A. Ramírez-Gutiérrez, Mariko Nakano, Gabriel Sanchez-Perez, Héctor Pérez-Meana
2019 J jnl
Outdoor Location of Mobile Devices Using Trilateration Algorithms for Emergency Services.
IEEE Access
Luis Alberto Martinez Hernandez, Sandra Pérez Arteaga, Gabriel Sanchez-Perez, Ana Lucila Sandoval Orozco, Luis Javier García-Villalba
2019 J jnl
Using Twitter Data to Monitor Natural Disaster Social Dynamics: A Recurrent Neural Network Approach with Word Embeddings and Kernel Density Estimation.
Sensors
Aldo Hernandez-Suarez, Gabriel Sanchez-Perez, Karina Toscano-Medina, Héctor M. Pérez Meana, José Portillo-Portillo, Victor Sanchez, Luis Javier García-Villalba
2019 J jnl
Vehicle Counting in Video Sequences: An Incremental Subspace Learning Approach.
Sensors
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
2018 J jnl
A Web Scraping Methodology for Bypassing Twitter API Restrictions.
CoRR
Aldo Hernandez-Suarez, Gabriel Sanchez-Perez, Karina Toscano-Medina, Victor Martinez-Hernandez, Victor Sanchez, Héctor Pérez-Meana
2018 J jnl
A view-invariant gait recognition algorithm based on a joint-direct linear discriminant analysis.
Appl. Intell.
José Portillo-Portillo, Roberto Leyva, Victor Sanchez, Gabriel Sanchez-Perez, Héctor Pérez-Meana, Jesus Olivares-Mercado, Karina Toscano-Medina, Mariko Nakano-Miyatake
2018 C conf
Can Twitter API Be Bypassed? A New Methodology for Collecting Chronological Information Without Restrictions.
SoMeT
Aldo Hernandez-Suarez, Gabriel Sanchez-Perez, Karina Toscano-Medina, Rocio Toscano-Medina, Victor Martinez-Hernandez, Jesus Olivares-Mercado, Héctor Pérez-Meana, Victor Sanchez
2018 C conf
Change Detection for Video Sequences Based on Incremental Subspace Learning.
SoMeT
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
2018 J jnl
Social Sentiment Sensor in Twitter for Predicting Cyber-Attacks Using
Sensors
Aldo Hernandez-Suarez, Gabriel Sanchez-Perez, Karina Toscano-Medina, Victor Martinez-Hernandez, Héctor M. Pérez Meana, Jesus Olivares-Mercado, Victor Sanchez
2017 — conf
An automatic visible watermark detection method using total variation.
IWBF
Hector Santoyo-Garcia, Eduardo Fragoso-Navarro, Rogelio Reyes-Reyes, Gabriel Sanchez-Perez, Mariko Nakano-Miyatake, Héctor Pérez-Meana
2017 — conf
Compact image steganalysis for LSB-matching steganography.
IWBF
Oswaldo Juarez-Sandoval, Manuel Cedillo-Hernandez, Gabriel Sanchez-Perez, Karina Toscano-Medina, Héctor Pérez-Meana, Mariko Nakano-Miyatake
2017 J jnl
Cross View Gait Recognition Using Joint-Direct Linear Discriminant Analysis.
Sensors
José Portillo-Portillo, Roberto Leyva, Victor Sanchez, Gabriel Sanchez-Perez, Héctor M. Pérez Meana, Jesus Olivares-Mercado, Karina Toscano-Medina, Mariko Nakano-Miyatake
2017 — conf
Face recognition system for smartphone based on LBP.
IWBF
Jesus Olivares-Mercado, Karina Toscano-Medina, Gabriel Sanchez-Perez, Héctor Pérez-Meana, Mariko Nakano-Miyatake
2017 — conf
Motion detection by eigen-projections from incremental subspace learning.
TSP
José Portillo-Portillo, Héctor Pérez-Meana, Gabriel Sanchez-Perez, Karina Toscano-Medina, Mariko Nakano-Miyatake, Victor Sanchez-Silva
2017 — conf
Predicting political mood tendencies based on Twitter data.
IWBF
Aldo Hernandez-Suarez, Gabriel Sanchez-Perez, Victor Martinez-Hernandez, Héctor M. Pérez Meana, Karina Toscano-Medina, Mariko Nakano, Victor Sanchez
2017 C conf
Software Protection Against Illegal Copy Using Software Watermarking.
SoMeT
Mario Sotelo-Garrido, Mariko Nakano-Miyatake, Gabriel Sanchez-Perez, Manuel Cedillo-Hernandez, Héctor Pérez-Meana
2016 — conf
Security attack prediction based on user sentiment analysis of Twitter data.
ICIT
Aldo Hernandez-Suarez, Victor Sanchez, Gabriel Sanchez-Perez, Héctor Pérez, Jesús Olivares, Karina Toscano, Mariko Nakano, Victor Martinez-Hernandez
2016 C conf
View-Invariant Gait Recognition Using a Joint-DLDA Framework.
IEA/AIE
José Portillo-Portillo, Roberto Leyva, Victor Sanchez, Gabriel Sanchez-Perez, Héctor Pérez-Meana, Jesús Olivares, Karina Toscano, Mariko Nakano
2015 — conf
An inverse halftoning algorithm based on neural networks and UP(x) atomic function.
TSP
Fernando Pelcastre-Jimenez, Mariko Nakano-Miyatake, Karina Toscano-Medina, Gabriel Sanchez-Perez, Héctor Manuel Pérez Meana
2015 — conf
Application of a Face Recognition System Based on LBP on Android OS.
MICAI (2)
Marco Calderon-Lopez, Tadeo Torres-Gonzalez, Jesus Olivares-Mercado, Karina Toscano-Medina, Gabriel Sanchez-Perez, Héctor Pérez-Meana, Silvestre Garcia-Sanchez
2015 — conf
Extraction System of Characters in Vehicular Plates.
MICAI (Special Sessions)
Silvestre Garcia-Sanchez, Jesus Olivares-Mercado, Gabriel Sanchez-Perez, Karina Toscano-Medina, Héctor M. Pérez Meana
2015 C conf
Face Recognition Under Bad Illumination Conditions.
SoMeT
Daniel Toledo de los Santos, Mariko Nakano-Miyatake, Karina Toscano-Medina, Gabriel Sanchez-Perez, Héctor Pérez-Meana
2014 J jnl
Facial Expression Recognition Based on Facial Region Segmentation and Modal Value Approach.
IEICE Trans. Inf. Syst.
Gibran Benitez-Garcia, Gabriel Sanchez-Perez, Héctor Pérez-Meana, Keita Takahashi, Masahide Kaneko
2013 J jnl
A sub-block-based eigenphases algorithm with optimum sub-block size.
Knowl. Based Syst.
Gibran Benitez-Garcia, Jesus Olivares-Mercado, Gabriel Sanchez-Perez, Mariko Nakano-Miyatake, Héctor M. Pérez Meana
2012 J jnl
An Early Fire Detection Algorithm Using IP Cameras.
Sensors
Leonardo Millán-García, Gabriel Sanchez-Perez, Mariko Nakano, Karina Toscano-Medina, Héctor M. Pérez Meana, Luis Rojas-Cardenas
2009 J jnl
Shape-based hand recognition approach using the morphological pattern spectrum.
J. Electronic Imaging
Juan Manuel Ramírez-Cortés, Pilar Gómez-Gil, Gabriel Sanchez-Perez, Cesar Prieto-Castro
2008 — conf
Face Recognition Based on Normalization and the Phase Spectrum of the Local Part of an Image.
ISVC (2)
Jesus Olivares-Mercado, Kazuhiro Hotta, Haruhisa Takahashi, Héctor M. Pérez Meana, Mariko Nakano-Miyatake, Gabriel Sanchez-Perez
2007 — conf
Face Recognition Algorithm Using the Discrete Gabor Transform.
CONIELECOMP
Gualberto Aguilar-Torres, Gabriel Sanchez-Perez, Mariko Nakano-Miyatake, Héctor Pérez-Meana
2007 J jnl
Feature Extraction Using Gabor and DWT for GMM based Face Verification Algorithms.
Res. Comput. Sci.
Gabriel Sanchez-Perez, Héctor Pérez-Meana, Jesus Olivares-Mercado, Mariko Nakano-Miyatake
2007 — conf
Feature Extraction and Face Verification Using Gabor and Gaussian Mixture Models.
MICAI
Jesus Olivares-Mercado, Gabriel Sanchez-Perez, Mariko Nakano-Miyatake, Héctor M. Pérez Meana
2001 — conf
A Growing Cell Neural Network Structure for Off-Line Signature Recognition.
IWANN (2)
Karina Toscano-Medina, Gabriel Sanchez-Perez, Mariko Nakano-Miyatake, Héctor M. Pérez Meana