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Gabriel Enrique Hermosilla Vigneau

PROFESOR ADJUNTO

PONTIFICIA UNIVERSIDAD CATOLICA DE VALPARAISO

Valparaíso, Chile

Líneas de Investigación


Artificial Intelligence, Generative AI, Remote Sensing, Computer Vision; Pattern Recognition; Thermal Face Recognition

Educación

  •  Doctor en Ingeniería Eléctrica , UNIVERSIDAD DE CHILE. Chile, 2012
  •  Ingeniería Civil Electrónica, UNIVERSIDAD DE LA FRONTERA. Chile, 2007
  •  Ingeniero Civil Electrónico, UNIVERSIDAD DE LA FRONTERA. Chile, 2007

Experiencia Académica

  •   PROFESOR ADJUNTO Full Time

    PONTIFICIA UNIVERSIDAD CATOLICA DE VALPARAISO

    FACULTAD DE INGENIERIA

    Chile

    2012 - A la fecha

Experiencia Profesional

  •   supervisor de fallas eléctricas Full Time

    Frontel

    Chile

    2005 - 2005

  •   profesor hora Part Time

    Inacap

    Los Ángeles, Chile

    2007 - 2007

Premios y Distinciones

  •   Beca Excelencia Académica

    UNIVERSIDAD DE LA FRONTERA

    Chile, 2007

    Mejor alumno (promoción 2001) de la carrera de Ingeniería Civil Electrónica


 

Article (34)

Automated Detection of Chilean Mine Waste Storage Facilities Using Advanced Deep Learning Models and Sentinel-2 Satellite Imagery

Silva, Manuel; Hermosilla, Gabriel; Villavicencio, Gabriel; Cocca-Guardia, Giovanni; Breul, Pierre; Aprigliano, Vicente

Article ISI
IEEE ACCESS  (2025)

Simplified Physical Stability Assessment of Chilean Mine Waste Storage Facilities Using GIS and AI: Application in the Antofagasta Region

Hermosilla, Gabriel; Villavicencio, Gabriel; Cocca-Guardia, Giovanni; Aprigliano, Vicente; Silva, Manuel; Quezada, Juan Carlos; Breul, Pierre; Minatogawa, Vinicius; Morales, Jaime

Article ISI
IEEE ACCESS  (2025)

RL-Based Sim2Real Enhancements for Autonomous Beach-Cleaning Agents

Quiroga, Francisco; HERMOSILLA-VIGNEAU, GABRIEL; Varas, G.; Alonso, Francisco; Schroder, Karla

Article ISI SCOPUS
APPLIED SCIENCES-BASEL  (2024)

Uncertainty Detection in Supervisor-Operator Audio Records of Real Electrical Network Operations

Acevedo, Jaime; Dormido-Canto, Sebastian

Article ISI
ELECTRONICS  (2024)

Advanced Deep Learning Techniques for High-Quality Synthetic Thermal Image Generation



Article ISI
MATHEMATICS  (2023)

Automated Detection and Analysis of Massive Mining Waste Deposits Using Sentinel-2 Satellite Imagery and Artificial Intelligence

Villavicencio, Gabriel

Article ISI
Remote Sensing  (2023)

Resource Allocation in Multicore Elastic Optical Networks: A Deep Reinforcement Learning Approach

PINTO-RIOS, JUAN; Beghelli, Alejandra; Saavedra, Gabriel

Article ISI
COMPLEXITY  (2023)

An Easy to Use Deep Reinforcement Learning Library for AI Mobile Robots in Isaac Sim

Rojas, Maximiliano; HERMOSILLA-VIGNEAU, GABRIEL; Yunge, Daniel; Farias, Gonzalo

Article ISI SCOPUS
APPLIED SCIENCES-BASEL  (2022)

Detection of Human Gait Phases Using Textile Pressure Sensors: A Low Cost and Pervasive Approach

Milovic, Matko; Fingerhuth, Sebastian; Pizarro, Francisco

Article ISI
SENSORS  (2022)

Generation of Synthetic Data for the Analysis of the Physical Stability of Tailing Dams through Artificial Intelligence

Pacheco, Fernando; Pina, Osvaldo; Villavicencio, Gabriel; Palma, Juan; Valenzuela, Pamela; Carpanetti, Alex; Suazo, Gonzalo; Novoa, Gullibert

Article ISI
MATHEMATICS  (2022)

Position Control of a Mobile Robot through Deep Reinforcement Learning

Quiroga, Francisco; HERMOSILLA-VIGNEAU, GABRIEL; Farias, Gonzalo; Fabregas, Ernesto; Montenegro G.

Article ISI SCOPUS
APPLIED SCIENCES-BASEL  (2022)

Thermal Image Generation for Robust Face Recognition

Pavez, Vicente; Pizarro, Francisco; Fingerhuth, Sebastian

Article ISI
APPLIED SCIENCES-BASEL  (2022)

Thermal Face Generation Using StyleGAN

Henriquez Tapia, Diego-Ignacio; Vera, Esteban

Article ISI
IEEE ACCESS  (2021)

Parametric Study of 3D Additive Printing Parameters Using Conductive Filaments on Microwave Topologies

Pizarro, Francisco; Salazar, Rolando; Hermosilla, Gabriel

Article ISI SCOPUS
IEEE ACCESS  (2019)

Image classification by using a reduced set of features in the TJ-II Thomson Scattering diagnostic

Farias, Gonzalo; Dormido-Canto, Sebastián; Vega, Jesús; Martínez, Ismael; Hermosilla, Gabriel; Fabregas, Ernesto

Article
Fusion Engineering and Design  (2018)

A Neural Network Approach for Building An Obstacle Detection Model by Fusion of Proximity Sensors Data

Fabregas, Ernesto; Peralta, Emmanuel; Dormido, Sebastián

Article ISI SCOPUS
SENSORS  (2018)

Easy-to-Build Textile Pressure Sensor

Villavicencio, P; Yunge, D; Hermosilla, G

Article ISI SCOPUS
SENSORS  (2018)

Face Recognition and Drunk Classification Using Infrared Face Images

Machuca, Margarita

Article ISI SCOPUS
JOURNAL OF SENSORS  (2018)

Particle Swarm Optimization for the Fusion of Thermal and Visible Descriptors in Face Recognition Systems



Article ISI SCOPUS
IEEE ACCESS  (2018)

An enhanced representation of thermal faces for improving local appearance-based face recognition

Ruiz-del-Solar, Javier

Article ISI SCOPUS
INTELLIGENT AUTOMATION AND SOFT COMPUTING  (2017)

Reduced isothermal feature set for long wave infrared (LWIR) face recognition

Donoso, R; San Martín, C

Article
INFRARED PHYSICS & TECHNOLOGY  (2017)

Reduced isothermal feature set for long wave infrared (LWIR) face recognition

Donoso R., San Martín C.

Article
Infrared Physics and Technology  (2017)

Thermal Face Recognition Under Temporal Variation Conditions

Hermosilla Vigneau, Gabriel; Verdugo, Jose Luis; Farias Castro, Gonzalo

Article ISI SCOPUS
IEEE ACCESS  (2017)

Automatic feature extraction in large fusion databases by using deep learning approach



Article ISI SCOPUS
FUSION ENGINEERING AND DESIGN  (2016)

Fusion of Visible and Thermal Descriptors Using Genetic Algorithms for Face Recognition Systems

Hermosilla, G; Gallardo, F; Farías G.; San Martín, C.

Article ISI SCOPUS
Sensors (Switzerland)  (2015)

Study of Local Matching-Based Facial Recognition Methods Using Thermal Infrared Imagery

Hermosilla, G; Farías G.; San Martín, C.; Gallardo, F

Article ISI SCOPUS
International Journal of Pattern Recognition and Artificial Intelligence  (2015)

Study of Local Matching-Based Facial Recognition Methods Using Thermal Infrared Imagery

Hermosilla, G; Farías G.; San Martin, C; Gallardo, F

Article
INTERNATIONAL JOURNAL OF PATTERN RECOGNITION AND ARTIFICIAL INTELLIGENCE  (2015)

A comparative study of thermal face recognition methods in unconstrained environments

Hermosilla, G; Ruiz del Solar, J; Verschae R.; Correa M.

Article ISI SCOPUS
Pattern Recognition  (2012)

A comparative study of thermal face recognition methods in unconstrained environments

Hermosilla, G; Ruiz-del-Solar, J; Verschae, R; Correa, M

Article
PATTERN RECOGNITION  (2012)

Human Detection and Identification by Robots Using Thermal and Visual Information in Domestic Environments

Correa, M; Hermosilla, G; Verschae, R; Ruiz-del-Solar, J

Article
JOURNAL OF INTELLIGENT & ROBOTIC SYSTEMS  (2012)

Human Detection and Identification by Robots Using Thermal and Visual Information in Domestic Environments

Correa M.; Hermosilla, G; Verschae R.; Ruiz del Solar, J

Article ISI SCOPUS
Journal of Intelligent and Robotic Systems: Theory and Applications  (2012)

Thermal face recognition using local interest points and descriptors for HRI applications

Hermosilla G.; Loncomilla P.; Ruiz-del-Solar J.

Article
Unknown (03029743 16113349)  (2011)

Face recognition using thermal infrared images for human-robot interaction applications: A comparative study

Hermosilla G.; Verschae R.; Correa M.; Ruiz-del-Solar J.

Article
Unknown  (2009)

Minimum variance gain nonuniformity estimation in infrared focal plane array sensors

San Martin C.; Hermosilla G.

Article
Unknown (03029743 16113349)  (2009)

ConferencePaper (6)

Study of visible face recognition methods applied to infrared spectrum

Gallardo, F; Hermosilla, G; Farías G.

ConferencePaper SCOPUS
IET Seminar Digest  (2014)

Thermal face recognition over time using sparse representation approach

Verdugo J.L.; Hermosilla, G; Farías G.; Fingerhuth S

ConferencePaper SCOPUS
IET Seminar Digest  (2014)

Thermal Face Recognition Using Local Patterns

Hermosilla, G; Farías G.; Vargas H.; Gallardo, F; San Martín, C.

ConferencePaper ISI SCOPUS
EDUCATING FOR A NEW FUTURE: MAKING SENSE OF TECHNOLOGY-ENHANCED LEARNING ADOPTION, EC-TEL 2022  (2014)

Thermal face recognition using local interest points and descriptors for HRI applications

Hermosilla, G; Loncomilla, P

ConferencePaper SCOPUS
Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)  (2011)

Face Recognition using Thermal Infrared Images for Human-Robot Interaction Applications: A Comparative Study

Hermosilla, G; Ruiz del Solar, J; Verschae R.; Correa M.

ConferencePaper ISI
2009 6TH LATIN AMERICAN ROBOTICS SYMPOSIUM  (2009)

Minimum Variance Gain Nonuniformity Estimation in Infrared Focal Plane Array Sensors

San Martín, C.; Hermosilla, G

ConferencePaper ISI
EDUCATING FOR A NEW FUTURE: MAKING SENSE OF TECHNOLOGY-ENHANCED LEARNING ADOPTION, EC-TEL 2022  (2009)

Proyecto (5)

Big data for nuclear fusion=> machine learning-based anomaly detection, generation and visualization of data in thermonuclear fusion devices

FONDECYT (327180)

Proyecto
2019-2022
Coinvestigador(a)

Extreme Compressive Imaging Systems and Algorithms

FONDECYT (274836)

Proyecto
2018-2021
Coinvestigador(a)

LEARNING DATA-DRIVEN MODELS TO PREDICT PLASMA DISRUPTIONS IN NUCLEAR FUSION DEVICES

FONDECYT (1161584)

Proyecto
2016-2019
Coinvestigador(a)

ROBUST THERMAL FACE RECOGNITION AND APPLICATIONS FOR DRUNK PERSON IDENTIFICATION

FONDECYT (11130466)

Proyecto
2013-2016
Inv. Responsable

FILTRADO DE RUIDO ESPACIAL EN ARREGLOS OPTOELECTRONICOS CON SENSORES INFRARROJJOS

FONDECYT (1060894)

Proyecto
2006-2009
Tesista

5
cesar san martin

academcio

ingenieria electrica

universidad de la frontera

temuco, Chile

4
Javier Ruiz del Solar

Full Professor and Executive Director of the Advanced Mining Technology Center

Advanced Mining Technology Center & Electrical Engineering Department

UNIVERSIDAD DE CHILE

Santiago, Chile

1
Patricio Loncomilla

Investigador adjunto

Advanced Mining Technology Center (AMTC)

UNIVERSIDAD DE CHILE

Santiago, Chile

2
HECTOR VARGAS

PROFESOR ADJUNTO

FACULTAD DE INGENIERÍA

PONTIFICIA UNIVERSIDAD CATOLICA DE VALPARAISO

VALPARAÍSO, Chile

3
Gabriel Villavicencio

Profesor Adjunto

Escuela Ingeniería de Construcción y Transporte

PONTIFICIA UNIVERSIDAD CATOLICA DE VALPARAISO

VALPARAISO, Chile

5
Gonzalo Farias

Profesor

PONTIFICIA UNIVERSIDAD CATOLICA DE VALPARAISO

Valparaiso, Chile

4
Esteban Vera

Associate Professor

School of Electrical Engineering

Pontificia Universidad Catolica de Valparaiso

Valparaiso, Chile

2
Francisco Pizarro

Profesor Auxiliar

Escuela de Ingeniería Eléctrica

PONTIFICIA UNIVERSIDAD CATOLICA DE VALPARAISO

Valparaiso, Chile

31
Gabriel Hermosilla

PROFESOR ADJUNTO

PONTIFICIA UNIVERSIDAD CATOLICA DE VALPARAISO

Valparaíso, Chile

4
Rodrigo Verschae

Associate Professor

Institute of Engineering Sciences

Universidad de O'Higgins

Rancagua, Chile

1
Nicolás Jara

Academico

Electronica

Universidad Tecnica Federico Santa María

Valparaíso, Chile

4
Sebastian Fingerhuth

Profesor (Jornada Completa)

Escuela de Ingeniería Eléctrica

Pontificia Universidad Católica de Valparaíso

Valparaíso, Chile

2
Mauricio Rodríguez

Profesor Asociado

Pontificia Universidad Católica de Valparaíso

Valparaíso, Chile

3
Daniel Yunge

Profesor jerarquizado

Escuela de Ingeniería Eléctrica

Pontificia Universidad Católica de Valparaíso

Valparaíso, Chile

1
Ariel Leiva

Secretario Académico

Escuela de Ingeniería Eléctrica

Pontificia Universidad Católica de Valparaíso

Valparaíso, Chile

1
Danilo Bórquez

Profesor Asistente, Director Ingeniería Civil Informática

Facultad de Ingeniería y Ciencias

Universidad Adolfo Ibánez

Viña del Mar, Chile

1
Ricardo Olivares

Profesor Asistente

Electrónica

Universidad Tecnica Federico Santa María

Valparaíso, Chile

1
Gabriel Saavedra

Profesor asociado

Departamento de ingeniería electrica

Universidad de Concepción

Concepción, Chile

3
Mauricio Correa

Investigador Adjunto

AMTC

UNIVERSIDAD DE CHILE

SANTIAGO, Chile

1
Eva Rajo

Professor

Signal Theory and Communications

Universidad Carlos III de Madrid

Leganés, España

2
Manuel Silva

Investigador

Escuela de Ingeniería Eléctrica

Pontificia Universidad Católica de Valparaíso

Valparaíso, Chile

2
Gonzalo Garcia

Postdoc

College of Engineering

Virginia Commonwealth University

Richmond, Estados Unidos

1
Juan Pinto

Profesor Agregado

Facultad de Ingeniería

Pontificia Universidad Católica de Valparaíso

Valparaíso, Chile