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Gabriel Enrique Hermosilla Vigneau

PROFESOR AUXILIAR

PONTIFICIA UNIVERSIDAD CATOLICA DE VALPARAISO

Valparaíso, Chile

Thermal Face Recognition; Computer Vision; Pattern Recognition

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

PROFESOR AUXILIAR Full Time

PONTIFICIA UNIVERSIDAD CATOLICA DE VALPARAISO

2012 - At present

supervisor de fallas eléctricas Full Time

Frontel

Chile

2005 - 2005
profesor hora Part Time

Inacap

Los Ángeles, Chile

2007 - 2007

Beca Excelencia Académica

UNIVERSIDAD DE LA FRONTERA

Chile, 2007

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


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)
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 Martin C. Article ISI SCOPUS Sensors (Switzerland) (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)
Study of Local Matching-Based Facial Recognition Methods Using Thermal Infrared Imagery Hermosilla, G; Farías G.; San Martin C.; Gallardo, F Article ISI SCOPUS 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 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 ISI SCOPUS 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)


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 Martin C. ConferencePaper ISI SCOPUS SOCIAL COMPUTING AND SOCIAL MEDIA: APPLICATIONS IN EDUCATION AND COMMERCE, SCSM 2022, PT II (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 Martin C.; Hermosilla, G ConferencePaper ISI SOCIAL COMPUTING AND SOCIAL MEDIA: APPLICATIONS IN EDUCATION AND COMMERCE, SCSM 2022, PT II (2009)


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