Gabriel Sanchez-Perez

Orcid: 0000-0002-4735-205X

Affiliations:
  • Escuela Superior de Ingeniería Mecánica y Eléctrica Unidad Culhuacán, México
  • Instituto Nacional de Astrofísica, Optica y Electronica, Mexico (2008 - 2009)
  • University of Electro-Communications, Tokyo, Japan (former)


According to our database1, Gabriel Sanchez-Perez authored at least 59 papers between 2001 and 2023.

Collaborative distances:
  • Dijkstra number2 of five.
  • Erdős number3 of four.

Timeline

Legend:

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Bibliography

2023
ReinforSec: An Automatic Generator of Synthetic Malware Samples and Denial-of-Service Attacks through Reinforcement Learning.
Sensors, February, 2023

Analysis of Real-Time Face-Verification Methods for Surveillance Applications.
J. Imaging, 2023

Methodological Approach for Identifying Websites with Infringing Content via Text Transformers and Dense Neural Networks.
Future Internet, 2023

An Efficient Facial Verification System for Surveillance that Automatically Selects a Lightweight CNN Method and Utilizes Super-Resolution Images.
Proceedings of the Advances in Computational Intelligence, 2023

2022
FASSD-Net: Fast and Accurate Real-Time Semantic Segmentation for Embedded Systems.
IEEE Trans. Intell. Transp. Syst., 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).
Neurocomputing, 2022

FASSVid: Fast and Accurate Semantic Segmentation for Video Sequences.
Entropy, 2022

Implementation of a CNN-Based Driver Drowsiness and Distraction Detector in Mobile Devices.
Proceedings of the New Trends in Intelligent Software Methodologies, Tools and Techniques, 2022

A CNN-Based Driver's Drowsiness and Distraction Detection System.
Proceedings of the Pattern Recognition - 14th Mexican Conference, 2022

2021
A Dense Neural Network Approach for Detecting Clone ID Attacks on the RPL Protocol of the IoT.
Sensors, 2021

Improving Real-Time Hand Gesture Recognition with Semantic Segmentation.
Sensors, 2021

Small universal spiking neural P systems with dendritic/axonal delays and dendritic trunk/feedback.
Neural Networks, 2021

Efficient Face Recognition System for Operating in Unconstrained Environments.
J. Imaging, 2021

Fingerprint Recognition System Based on Bifurcation Minutiaes.
Proceedings of the New Trends in Intelligent Software Methodologies, Tools and Techniques, 2021

Visual-based Real Time Driver Drowsiness Detection System Using CNN.
Proceedings of the 18th International Conference on Electrical Engineering, 2021

2020
Comparison of Face Detection and Recognition Algorithms in Real-Time Video.
Proceedings of the Knowledge Innovation Through Intelligent Software Methodologies, Tools and Techniques, 2020

A Fast-RCNN Implementation for Human Silhouette Detection in Video Sequences.
Proceedings of the Knowledge Innovation Through Intelligent Software Methodologies, Tools and Techniques, 2020

Fast and Accurate Real-Time Semantic Segmentation with Dilated Asymmetric Convolutions.
Proceedings of the 25th International Conference on Pattern Recognition, 2020

IPN Hand: A Video Dataset and Benchmark for Real-Time Continuous Hand Gesture Recognition.
Proceedings of the 25th International Conference on Pattern Recognition, 2020

2019
Vehicle Counting in Video Sequences: An Incremental Subspace Learning Approach.
Sensors, 2019

Using Twitter Data to Monitor Natural Disaster Social Dynamics: A Recurrent Neural Network Approach with Word Embeddings and Kernel Density Estimation.
Sensors, 2019

A low complexity face recognition scheme based on down sampled local binary patterns.
Int. Arab J. Inf. Technol., 2019

Outdoor Location of Mobile Devices Using Trilateration Algorithms for Emergency Services.
IEEE Access, 2019

Analysis of the GPS Spoofing Vulnerability in the Drone 3DR Solo.
IEEE Access, 2019

A Graphical User Interface for Fast Evaluation and Testing of Machine Learning Models Performance.
Proceedings of the 7th International Workshop on Biometrics and Forensics, 2019

Copy-Move Forgery Detection Algorithm using Frequency Transforms, SURF and MSER.
Proceedings of the 7th International Workshop on Biometrics and Forensics, 2019

Analysis of hand-crafted and learned feature extraction methods for real-time facial expression recognition.
Proceedings of the 7th International Workshop on Biometrics and Forensics, 2019

An Efficient Botnet Detection Methodology using Hyper-parameter Optimization Trough Grid-Search Techniques.
Proceedings of the 7th International Workshop on Biometrics and Forensics, 2019

Automatic Malware Clustering using Word Embeddings and Unsupervised Learning.
Proceedings of the 7th International Workshop on Biometrics and Forensics, 2019

A Semi-supervised Learning Methodology for Malware Categorization using Weighted Word Embeddings.
Proceedings of the 2019 IEEE European Symposium on Security and Privacy Workshops, 2019

2018
Social Sentiment Sensor in Twitter for Predicting Cyber-Attacks Using <i>ℓ</i><sub>1</sub> Regularization.
Sensors, 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.
Neurocomputing, 2018

A Web Scraping Methodology for Bypassing Twitter API Restrictions.
CoRR, 2018

A view-invariant gait recognition algorithm based on a joint-direct linear discriminant analysis.
Appl. Intell., 2018

Change Detection for Video Sequences Based on Incremental Subspace Learning.
Proceedings of the New Trends in Intelligent Software Methodologies, Tools and Techniques, 2018

Can Twitter API Be Bypassed? A New Methodology for Collecting Chronological Information Without Restrictions.
Proceedings of the New Trends in Intelligent Software Methodologies, Tools and Techniques, 2018

2017
Cross View Gait Recognition Using Joint-Direct Linear Discriminant Analysis.
Sensors, 2017

Spike-based compact digital neuromorphic architecture for efficient implementation of high order FIR filters.
Neurocomputing, 2017

Motion detection by eigen-projections from incremental subspace learning.
Proceedings of the 40th International Conference on Telecommunications and Signal Processing, 2017

Software Protection Against Illegal Copy Using Software Watermarking.
Proceedings of the New Trends in Intelligent Software Methodologies, Tools and Techniques, 2017

An automatic visible watermark detection method using total variation.
Proceedings of the 5th International Workshop on Biometrics and Forensics, 2017

Face recognition system for smartphone based on LBP.
Proceedings of the 5th International Workshop on Biometrics and Forensics, 2017

Compact image steganalysis for LSB-matching steganography.
Proceedings of the 5th International Workshop on Biometrics and Forensics, 2017

Predicting political mood tendencies based on Twitter data.
Proceedings of the 5th International Workshop on Biometrics and Forensics, 2017

2016
View-Invariant Gait Recognition Using a Joint-DLDA Framework.
Proceedings of the Trends in Applied Knowledge-Based Systems and Data Science, 2016

Security attack prediction based on user sentiment analysis of Twitter data.
Proceedings of the IEEE International Conference on Industrial Technology, 2016

2015
An inverse halftoning algorithm based on neural networks and UP(x) atomic function.
Proceedings of the 38th International Conference on Telecommunications and Signal Processing, 2015

Face Recognition Under Bad Illumination Conditions.
Proceedings of the Intelligent Software Methodologies, Tools and Techniques, 2015

Extraction System of Characters in Vehicular Plates.
Proceedings of the Fourteenth Mexican International Conference on Artificial Intelligence, 2015

Application of a Face Recognition System Based on LBP on Android OS.
Proceedings of the Advances in Artificial Intelligence and Its Applications, 2015

2014
Facial Expression Recognition Based on Facial Region Segmentation and Modal Value Approach.
IEICE Trans. Inf. Syst., 2014

2013
A sub-block-based eigenphases algorithm with optimum sub-block size.
Knowl. Based Syst., 2013

2012
An Early Fire Detection Algorithm Using IP Cameras.
Sensors, 2012

2009
Shape-based hand recognition approach using the morphological pattern spectrum.
J. Electronic Imaging, 2009

Frequency-Based Fingerprint Recognition.
Proceedings of the Handbook of Remote Biometrics, 2009

2008
Face Recognition Based on Normalization and the Phase Spectrum of the Local Part of an Image.
Proceedings of the Advances in Visual Computing, 4th International Symposium, 2008

2007
Feature Extraction and Face Verification Using Gabor and Gaussian Mixture Models.
Proceedings of the MICAI 2007: Advances in Artificial Intelligence, 2007

Face Recognition Algorithm Using the Discrete Gabor Transform.
Proceedings of the 17th International Conference on Electronics, 2007

2001
A Growing Cell Neural Network Structure for Off-Line Signature Recognition.
Proceedings of the Bio-inspired Applications of Connectionism, 2001


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