Gabriel Sanchez-Perez

Publication Activity (10 Years)

Years Active: 2001-2023
Publications (10 Years): 41

Top Topics

Video Sequences

Subspace Learning

Discriminant Analysis

Face Recognition

Top Venues

Publications

Filiberto Perez-Montes, Jesus Olivares-Mercado, Gabriel Sanchez-Perez
An Efficient Facial Verification System for Surveillance that Automatically Selects a Lightweight CNN Method and Utilizes Super-Resolution Images. MICAI (1) (2023)
Filiberto Perez-Montes, Jesus Olivares-Mercado, Gabriel Sanchez-Perez, Gibran Benitez-Garcia, Lidia Prudente-Tixteco, Osvaldo López-García
Analysis of Real-Time Face-Verification Methods for Surveillance Applications. J. Imaging 9 (2) (2023)
Aldo Hernandez-Suarez, Gabriel Sanchez-Perez, Linda Karina Toscano-Medina, Héctor Manuel Pérez Meana, José Portillo-Portillo, Jesus Olivares-Mercado
Methodological Approach for Identifying Websites with Infringing Content via Text Transformers and Dense Neural Networks. Future Internet 15 (12) (2023)
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
ReinforSec: An Automatic Generator of Synthetic Malware Samples and Denial-of-Service Attacks through Reinforcement Learning. Sensors 23 (3) (2023)
Jonathan Flores-Monroy, Mariko Nakano-Miyatake, Héctor Pérez-Meana, Enrique Escamilla Hernández, Gabriel Sanchez-Perez
Implementation of a CNN-Based Driver Drowsiness and Distraction Detector in Mobile Devices. SoMeT (2022)
Jonathan Flores-Monroy, Mariko Nakano-Miyatake, Héctor M. Pérez Meana, Enrique Escamilla Hernández, Gabriel Sanchez-Perez
A CNN-Based Driver's Drowsiness and Distraction Detection System. MCPR (2022)
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
FASSVid: Fast and Accurate Semantic Segmentation for Video Sequences. Entropy 24 (7) (2022)
Leonel Rosas-Arias, Gibran Benitez-Garcia, José Portillo-Portillo, Jesus Olivares-Mercado, Gabriel Sanchez-Perez, Keiji Yanai
FASSD-Net: Fast and Accurate Real-Time Semantic Segmentation for Embedded Systems. IEEE Trans. Intell. Transp. Syst. 23 (9) (2022)
Jonathan Flores-Monroy, Mariko Nakano-Miyatake, Gabriel Sanchez-Perez, Héctor Pérez-Meana
Visual-based Real Time Driver Drowsiness Detection System Using CNN. CCE (2021)
Alejandra Sarahi Sanchez-Moreno, Jesus Olivares-Mercado, Aldo Hernandez-Suarez, Karina Toscano-Medina, Gabriel Sanchez-Perez, Gibran Benitez-Garcia
Efficient Face Recognition System for Operating in Unconstrained Environments. J. Imaging 7 (9) (2021)
Gibran Benitez-Garcia, Lidia Prudente Tixteco, Luis Carlos Castro-Madrid, Rocio Toscano-Medina, Jesus Olivares-Mercado, Gabriel Sanchez-Perez, Luis Javier García-Villalba
Improving Real-Time Hand Gesture Recognition with Semantic Segmentation. Sensors 21 (2) (2021)
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
A Dense Neural Network Approach for Detecting Clone ID Attacks on the RPL Protocol of the IoT. Sensors 21 (9) (2021)
Alejandra Sarahi Sanchez-Moreno, Héctor Manuel Pérez Meana, Jesus Olivares-Mercado, Gabriel Sanchez-Perez, Karina Toscano-Medina
Comparison of Face Detection and Recognition Algorithms in Real-Time Video. SoMeT (2020)
Luis Brandon Garcia-Ortiz, Gabriel Sanchez-Perez, Aldo Hernandez-Suarez, Jesus Olivares-Mercado, Héctor Manuel Pérez Meana, José Portillo-Portillo
A Fast-RCNN Implementation for Human Silhouette Detection in Video Sequences. SoMeT (2020)
Gibran Benitez-Garcia, Jesus Olivares-Mercado, Gabriel Sanchez-Perez, Keiji Yanai
IPN Hand: A Video Dataset and Benchmark for Real-Time Continuous Hand Gesture Recognition. CoRR (2020)
Gibran Benitez-Garcia, Jesus Olivares-Mercado, Gabriel Sanchez-Perez, Keiji Yanai
IPN Hand: A Video Dataset and Benchmark for Real-Time Continuous Hand Gesture Recognition. ICPR (2020)
Hugo Leonardo Duarte-Garcia, Carlos Domenick Morales-Medina, Aldo Hernandez-Suarez, Gabriel Sanchez-Perez, Karina Toscano-Medina, Héctor Pérez-Meana, Victor Sanchez
A Semi-supervised Learning Methodology for Malware Categorization using Weighted Word Embeddings. EuroS&P Workshops (2019)
Hugo Leonardo Duarte-Garcia, Alberto Cortez-Marquez, Gabriel Sanchez-Perez, Héctor Pérez-Meana, Karina Toscano-Medina, Aldo Hernandez-Suarez
Automatic Malware Clustering using Word Embeddings and Unsupervised Learning. IWBF (2019)
Gibran Benitez-Garcia, Mariko Nakano-Miyatake, Jesus Olivares-Mercado, Héctor Pérez-Meana, Gabriel Sanchez-Perez
A low complexity face recognition scheme based on down sampled local binary patterns. Int. Arab J. Inf. Technol. 16 (3) (2019)
Sandra Perez Arteaga, Luis Alberto Martinez Hernandez, Gabriel Sanchez-Perez, Ana Lucila Sandoval Orozco, Luis Javier García-Villalba
Analysis of the GPS Spoofing Vulnerability in the Drone 3DR Solo. IEEE Access 7 (2019)
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
Vehicle Counting in Video Sequences: An Incremental Subspace Learning Approach. Sensors 19 (13) (2019)
Aldo Hernandez-Suarez, Gabriel Sanchez-Perez, Karina Toscano-Medina, Héctor M. Pérez Meana, José Portillo-Portillo, Victor Sanchez, Luis Javier García-Villalba
Using Twitter Data to Monitor Natural Disaster Social Dynamics: A Recurrent Neural Network Approach with Word Embeddings and Kernel Density Estimation. Sensors 19 (7) (2019)
Leonel Rosas-Arias, Gabriel Sanchez-Perez, Linda K. Toscano-Medina, Héctor M. Pérez Meana, José Portillo-Portillo
A Graphical User Interface for Fast Evaluation and Testing of Machine Learning Models Performance. IWBF (2019)
Jesus Olivares-Mercado, Karina Toscano-Medina, Gabriel Sanchez-Perez, José Portillo-Portillo, Héctor Pérez-Meana, Gibran Benitez-Garcia
Analysis of hand-crafted and learned feature extraction methods for real-time facial expression recognition. IWBF (2019)
David Gonzalez-Cuautle, Uriel Yair Corral-Salinas, Gabriel Sanchez-Perez, Héctor Pérez-Meana, Karina Toscano-Medina, Aldo Hernandez-Suarez
An Efficient Botnet Detection Methodology using Hyper-parameter Optimization Trough Grid-Search Techniques. IWBF (2019)
Kelsey A. Ramírez-Gutiérrez, Mariko Nakano, Gabriel Sanchez-Perez, Héctor Pérez-Meana
Copy-Move Forgery Detection Algorithm using Frequency Transforms, SURF and MSER. IWBF (2019)
Luis Alberto Martinez Hernandez, Sandra Perez Arteaga, Gabriel Sanchez-Perez, Ana Lucila Sandoval Orozco, Luis Javier García-Villalba
Outdoor Location of Mobile Devices Using Trilateration Algorithms for Emergency Services. IEEE Access 7 (2019)
Aldo Hernandez-Suarez, Gabriel Sanchez-Perez, Karina Toscano-Medina, Rocio Toscano-Medina, Victor Martinez-Hernandez, Jesus Olivares-Mercado, Héctor Pérez-Meana, Victor Sanchez
Can Twitter API Be Bypassed? A New Methodology for Collecting Chronological Information Without Restrictions. SoMeT (2018)
Aldo Hernandez-Suarez, Gabriel Sanchez-Perez, Karina Toscano-Medina, Victor Martinez-Hernandez, Victor Sanchez, Héctor Pérez-Meana
A Web Scraping Methodology for Bypassing Twitter API Restrictions. CoRR (2018)
José Portillo-Portillo, Roberto Leyva, Victor Sanchez, Gabriel Sanchez-Perez, Héctor Pérez-Meana, Jesus Olivares-Mercado, Karina Toscano-Medina, Mariko Nakano-Miyatake
A view-invariant gait recognition algorithm based on a joint-direct linear discriminant analysis. Appl. Intell. 48 (5) (2018)
Aldo Hernandez-Suarez, Gabriel Sanchez-Perez, Karina Toscano-Medina, Victor Martinez-Hernandez, Héctor M. Pérez Meana, Jesus Olivares-Mercado, Victor Sanchez
Regularization. Sensors 18 (5) (2018)
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
Change Detection for Video Sequences Based on Incremental Subspace Learning. SoMeT (2018)
Aldo Hernandez-Suarez, Gabriel Sanchez-Perez, Victor Martinez-Hernandez, Héctor M. Pérez Meana, Karina Toscano-Medina, Mariko Nakano, Victor Sanchez
Predicting political mood tendencies based on Twitter data. IWBF (2017)
Mario Sotelo-Garrido, Mariko Nakano-Miyatake, Gabriel Sanchez-Perez, Manuel Cedillo-Hernandez, Héctor Pérez-Meana
Software Protection Against Illegal Copy Using Software Watermarking. SoMeT (2017)
Oswaldo Juarez-Sandoval, Manuel Cedillo-Hernandez, Gabriel Sanchez-Perez, Karina Toscano-Medina, Héctor Pérez-Meana, Mariko Nakano-Miyatake
Compact image steganalysis for LSB-matching steganography. IWBF (2017)
José Portillo-Portillo, Roberto Leyva, Victor Sanchez, Gabriel Sanchez-Perez, Héctor M. Pérez Meana, Jesus Olivares-Mercado, Karina Toscano-Medina, Mariko Nakano-Miyatake
Cross View Gait Recognition Using Joint-Direct Linear Discriminant Analysis. Sensors 17 (1) (2017)
Jesus Olivares-Mercado, Karina Toscano-Medina, Gabriel Sanchez-Perez, Héctor Pérez-Meana, Mariko Nakano-Miyatake
Face recognition system for smartphone based on LBP. IWBF (2017)
José Portillo-Portillo, Héctor Pérez-Meana, Gabriel Sanchez-Perez, Karina Toscano-Medina, Mariko Nakano-Miyatake, Victor Sanchez-Silva
Motion detection by eigen-projections from incremental subspace learning. TSP (2017)
Hector Santoyo-Garcia, Eduardo Fragoso-Navarro, Rogelio Reyes-Reyes, Gabriel Sanchez-Perez, Mariko Nakano-Miyatake, Héctor Pérez-Meana
An automatic visible watermark detection method using total variation. IWBF (2017)
Aldo Hernandez-Suarez, Victor Sanchez, Gabriel Sanchez-Perez, Héctor Pérez, Jesús Olivares, Karina Toscano, Mariko Nakano, Victor Martinez-Hernandez
Security attack prediction based on user sentiment analysis of Twitter data. ICIT (2016)
José Portillo-Portillo, Roberto Leyva, Victor Sanchez, Gabriel Sanchez-Perez, Héctor Pérez-Meana, Jesús Olivares, Karina Toscano, Mariko Nakano
View-Invariant Gait Recognition Using a Joint-DLDA Framework. IEA/AIE (2016)
Fernando Pelcastre-Jimenez, Mariko Nakano-Miyatake, Karina Toscano-Medina, Gabriel Sanchez-Perez, Héctor Manuel Pérez Meana
An inverse halftoning algorithm based on neural networks and UP(x) atomic function. TSP (2015)
Silvestre Garcia-Sanchez, Jesus Olivares-Mercado, Gabriel Sanchez-Perez, Karina Toscano-Medina, Héctor M. Pérez Meana
Extraction System of Characters in Vehicular Plates. MICAI (Special Sessions) (2015)
Marco Calderon-Lopez, Tadeo Torres-Gonzalez, Jesus Olivares-Mercado, Karina Toscano-Medina, Gabriel Sanchez-Perez, Héctor Pérez-Meana, Silvestre Garcia-Sanchez
Application of a Face Recognition System Based on LBP on Android OS. MICAI (2) (2015)
Daniel Toledo de los Santos, Mariko Nakano-Miyatake, Karina Toscano-Medina, Gabriel Sanchez-Perez, Héctor Pérez-Meana
Face Recognition Under Bad Illumination Conditions. SoMeT (2015)
Gibran Benitez-Garcia, Gabriel Sanchez-Perez, Héctor Pérez-Meana, Keita Takahashi, Masahide Kaneko
Facial Expression Recognition Based on Facial Region Segmentation and Modal Value Approach. IEICE Trans. Inf. Syst. (4) (2014)
Gibran Benitez-Garcia, Jesus Olivares-Mercado, Gabriel Sanchez-Perez, Mariko Nakano-Miyatake, Héctor M. Pérez Meana
A sub-block-based eigenphases algorithm with optimum sub-block size. Knowl. Based Syst. 37 (2013)
Leonardo Millán-García, Gabriel Sanchez-Perez, Mariko Nakano, Karina Toscano-Medina, Héctor M. Pérez Meana, Luis Rojas-Cardenas
An Early Fire Detection Algorithm Using IP Cameras. Sensors 12 (5) (2012)
Juan Manuel Ramírez-Cortés, Pilar Gómez-Gil, Gabriel Sanchez-Perez, Cesar Prieto-Castro
Shape-based hand recognition approach using the morphological pattern spectrum. J. Electronic Imaging 18 (1) (2009)
Jesus Olivares-Mercado, Kazuhiro Hotta, Haruhisa Takahashi, Héctor M. Pérez Meana, Mariko Nakano-Miyatake, Gabriel Sanchez-Perez
Face Recognition Based on Normalization and the Phase Spectrum of the Local Part of an Image. ISVC (2) (2008)
Jesus Olivares-Mercado, Gabriel Sanchez-Perez, Mariko Nakano-Miyatake, Héctor M. Pérez Meana
Feature Extraction and Face Verification Using Gabor and Gaussian Mixture Models. MICAI (2007)
Gualberto Aguilar-Torres, Gabriel Sanchez-Perez, Mariko Nakano-Miyatake, Héctor Pérez-Meana
Face Recognition Algorithm Using the Discrete Gabor Transform. CONIELECOMP (2007)
Karina Toscano-Medina, Gabriel Sanchez-Perez, Mariko Nakano-Miyatake, Héctor M. Pérez Meana
A Growing Cell Neural Network Structure for Off-Line Signature Recognition. IWANN (2) (2001)