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Juan Eduardo Tapia Farias

Senior Researcher

Hochschule Darmstadt

SANTIAGO, Alemania

BIOMETRIA, INTELIGENCIA COMPUTACIONAL; PROCESAMIENTO DE IMAGENES; APRENDIZAJE DE MAQUINAS

Magister en Ciencias de la Ingeneniería, UNIVERSIDAD DE CHILE. Chile, 2011
Ingeniería Civil en Electricidad con mención en Sistemas Electrónicos, UNIVERSIDAD TECNOLOGICA DE CHILE INACAP. Chile, 2008
DOCTORADO EN INGENIERIA ELECTRICA, UNIVERSIDAD DE CHILE. Chile, 2016
Tecnico en Sistemas Hidraúlicos de Aeronaves, FUERZA AEREA DE CHILE. Chile, 1995
Mecánico de Aeronaves - Helicopteros, Escola de Especialistas de Aeronautica. Brasil, 1996
Ingeniero Electrónico en Telecomunicaciones, UNIVERSIDAD MAYOR. Chile, 2007

Profesor media jornada Part Time

INACAP- SEDE SUR

Ingenieria

Santiago, Chile

2008 - 2010
Academico Full Time

UNIVERSIDAD ANDRES BELLO

Ingenieria

Santiago, Chile

2016 - 2020
Académico Full Time

UNIVERSIDAD DE SANTIAGO DE CHILE

Ingenieria

Santiago, Chile

2020 - A la fecha
Senior Researcher Full Time

DARMSTADT UNIVERSITY OF TECHNOLOGY

Engeniering

Darmstadt, Alemania

2020 - A la fecha

Profesor Titular, Asignatura Microcontroladores I y II Part Time

INACAP

Santiago, Chile

2008 - 2010
Tesista Full Time

Universidad de Chile

Santiago, Chile

2010 - 2011
Director Centro de Investigación de Ciencias Aeroespaciales Full Time

Fuerza Aérea de Chile

Santiago, Chile

2015 - 2016
Researcher -Intership Full Time

University of Notre Dame

South Bend, Estados Unidos

2014 - 2015
Director de I+D Full Time

Universidad Tecnologica de Chile

Santiago, Chile

2018 - 2019
Director I+D Full Time

IDVisionCenter

Santaigo, Chile

2023 - A la fecha

Medalla Merito Aeronautio Nacional

FUERZA AEREA DE CHILE

Chile, 2010

Otorgada por la Sra. Presidenta de la Republica Michelle Bachellet. En Reconocimiento a cualidades académicas consideradas sobresalientes al desarrollar Medicion de Vibraciones para Helicoptero Bell-206
Beca Doctorado Nacional

COMISION NACIONAL DE INVESTIGACION CIENTIFICA Y TECNOLOGICA

Chile, 2010

Doctorado en Ingeniería eléctrica Ude Chile.
Doctoral Consortium -IJCB 2014

UNIVERSITY OF NOTRE DAME

Estados Unidos, 2014

The organizing committee for the Second International Joint Conference on Biometrics (IJCB 2014) invites students that are at a mature stage of their doctoral studies, or within 12 months of having held their final defense, to apply for the IJCB Doctoral Consortium event. This event will offer the selected students the chance to interact with senior people in the biometrics field, both academic and industry, as well as peers from a variety of institutions. The selected students for the doctoral consortium will be provided a poster space in one of the poster sessions of the conference. Each participant will be assigned a mentor who can serve as a point of contact and a "host" of sorts for the conference
Mejor Tesis Doctoral

UNIVERSIDAD DE CHILE

Chile, 2017

Mejor Tesis Doctoral, Departamento Ingeniería eléctrica, Universidad de Chile.


Analysis of behavioural curves to classify iris images under the influence of alcohol, drugs, and sleepiness conditions Causa, Leonardo; Tapia, Juan E.; Valenzuela, Andres; Benalcazar, Daniel; Droguett, Enrique Lopez; Busch, Christoph Article ISI EXPERT SYSTEMS WITH APPLICATIONS (2024)
Classify NIR Iris Images Under Alcohol/Drugs/Sleepiness Conditions Using a Siamese Network Tapia, Juan; Busch, Christoph; Vasconcelos, V; Domingues, I; Paredes, S Article ISI BIO-INSPIRED SYSTEMS AND APPLICATIONS: FROM ROBOTICS TO AMBIENT INTELLIGENCE, PT II (2024)
Face Image Quality Estimation on Presentation Attack Detection Aravena, Carlos; Pasmino, Diego; Tapia, Juan; Busch, Christoph; Vasconcelos, V; Domingues, I; Paredes, S Article ISI BIO-INSPIRED SYSTEMS AND APPLICATIONS: FROM ROBOTICS TO AMBIENT INTELLIGENCE, PT II (2024)
Impact of Occlusion Masks on Gender Classification from Iris Texture Yanez, Claudio; Tapia, Juan E.; Perez, Claudio A.; Busch, Christoph Article ISI IET BIOMETRICS (2024)
Impact of Synthetic Images on Morphing Attack Detection Using a Siamese Network Tapia, Juan; Busch, Christoph; Vasconcelos, V; Domingues, I; Paredes, S Article ISI BIO-INSPIRED SYSTEMS AND APPLICATIONS: FROM ROBOTICS TO AMBIENT INTELLIGENCE, PT II (2024)
Open-Set: ID Card Presentation Attack Detection Using Neural Style Transfer Markham, Reuben P.; Lopez, Juan M. Espin; Nieto-Hidalgo, Mario; Tapia, Juan E. Article ISI IEEE ACCESS (2024)
Towards minimizing efforts for Morphing Attacks-Deep embeddings for morphing pair selection and improved Morphing Attack Detection Kessler, Roman; Raja, Kiran; Tapia, Juan; Busch, Christoph Article ISI PLOS ONE (2024)
A Principal Component Analysis-Based Approach for Single Morphing Attack Detection Dargaud, Laurine; Ibsen, Mathias; Tapia, Juan; Busch, Christoph; IEEE Article ISI 2023 IEEE/CVF WINTER CONFERENCE ON APPLICATIONS OF COMPUTER VISION WORKSHOPS (WACVW) (2023)
AlphaNet: Single Morphing Attack Detection using Multiple Contributors Tapia, Juan; Busch, Christoph; IEEE Article ISI 2023 IEEE INTERNATIONAL WORKSHOP ON INFORMATION FORENSICS AND SECURITY, WIFS (2023)
Exploring Bias in Sclera Segmentation Models: A Group Evaluation Approach Vitek, Matej; Das, Abhijit; Lucio, Diego Rafael; Zanlorensi Jr, Luiz Antonio; Menotti, D.; Khiarak, Jalil Nourmohammadi; Shahpar, Mohsen Akbari; Asgari-Chenaghlu, Meysam; Jaryani, Farhang; Tapia, Juan; Valenzuela, Andres; Wang, Caiyong; Wang, Yunlong; He, Zhaofeng; Sun, Zhenan; Boutros, Fadi; Damer, Naser; Grebe, Jonas Henry; Kuijper, Arjan; Raja, Kiran; Gupta, G.; Zampoukis, Georgios; Tsochatzidis, Lazaros; Pratikakis, Ioannis; Kumar, S. V. Aruna; Aruna Kumar, S. V.; Harish, B. S.; Pal, Umapada; Peer, Peter; Struc, Vitomir Article ISI SCOPUS IEEE TRANSACTIONS ON INFORMATION FORENSICS AND SECURITY (2023)
Face Feature Visualisation of Single Morphing Attack Detection Tapia, Juan E.; Busch, Christoph; IEEE Article ISI 2023 11TH INTERNATIONAL WORKSHOP ON BIOMETRICS AND FORENSICS, IWBF (2023)
Fitness-for-Duty Classification using Temporal Sequences of Iris Periocular images Zurita, Pamela C.; Benalcazar, Daniel P.; Tapia, Juan E.; IEEE Article ISI 2023 11TH INTERNATIONAL WORKSHOP ON BIOMETRICS AND FORENSICS, IWBF (2023)
Flickr-PAD: New Face High-Resolution Presentation Attack Detection Database Pasmino, Diego; Aravena, Carlos; Tapia, Juan E.; Busch, Christoph; IEEE Article ISI 2023 11TH INTERNATIONAL WORKSHOP ON BIOMETRICS AND FORENSICS, IWBF (2023)
Iris Liveness Detection Competition (LivDet-Iris) - The 2023 Edition Tinsley, Patrick; Purnapatra, Sandip; Mitcheff, Mahsa; Boyd, Aidan; Crum, Colton; Bowyer, Kevin; Flynn, Patrick; Schuckers, Stephanie; Czajka, Adam; Fang, Meiling; Damer, Naser; Liu, Xingyu; Wang, Caiyong; Sun, Xianyun; Chang, Zhaohua; Li, Xinyue; Zhao, Guangzhe; Tapia, Juan; Busch, Christoph; Aravena, Carlos; Schulz, Daniel; IEEE Article ISI 2023 IEEE INTERNATIONAL JOINT CONFERENCE ON BIOMETRICS, IJCB (2023)
SynFacePAD 2023: Competition on Face Presentation Attack Detection Based on Privacy-aware Synthetic Training Data Fang, Meiling; Huber, Marco; Fierrez, Julian; Ramachandra, Raghavendra; Damer, Naser; Alkhaddour, Alhasan; Kasantcev, Maksim; Pryadchenko, Vasiliy; Yang, Ziyuan; Huangfu, Huijie; Chen, Yingyu; Zhang, Yi; Pan, Yuchen; Jiang, Junjun; Liu, Xianming; Sun, Xianyun; Wang, Caiyong; Liu, Xingyu; Chang, Zhaohua; Zhao, Guangzhe; Tapia, Juan; Gonzalez-Soler, Lazaro; Aravena, Carlos; Schulz, Daniel; IEEE Article ISI 2023 IEEE INTERNATIONAL JOINT CONFERENCE ON BIOMETRICS, IJCB (2023)
Synthetic ID Card Image Generation for Improving Presentation Attack Detection Benalcazar, Daniel; Tapia, Juan; Gonzalez, Sebastian; Busch, C. Article ISI SCOPUS IEEE TRANSACTIONS ON INFORMATION FORENSICS AND SECURITY (2023)
Toward an Efficient Iris Recognition System on Embedded Devices Benalcazar, Daniel P.; Tapia, Juan E.; Vasquez, Mauricio; Causa, Leonardo; Droguett, Enrique Lopez; Busch, Christoph Article ISI IEEE ACCESS (2023)
A novel Capsule Neural Network based model for drowsiness detection using electroencephalography signals Guarda, Luis; Tapia, Juan; Lopez-Droguett, Enrique; Martins, Marcelo Ramos Article ISI SCOPUS EXPERT SYSTEMS WITH APPLICATIONS (2022)
Alcohol Consumption Detection from Periocular NIR Images Using Capsule Network Tapia, Juan; Droguett, Enrique Lopez; Busch, Christoph; IEEE Article ISI 2022 26TH INTERNATIONAL CONFERENCE ON PATTERN RECOGNITION (ICPR) (2022)
Analysis of the synthetic periocular iris images for robust Presentation Attacks Detection algorithms Maureira, Jose; Tapia, Juan; Arellano, Claudia; Busch, C. Article ISI SCOPUS IET Biometrics (2022)
Evaluating Face Image Quality Score Fusion for Modern Deep Learning Models Schlett, T.; Rathgeb, C.; Tapia, J.; Busch, C.; Bromme, A; Damer, N; Gomez-Barrero, M; Raja, K; Rathgeb, C; Sequeira, AF; Todisco, M; Uhl, A Article ISI PROCEEDINGS OF THE 20TH INTERNATIONAL CONFERENCE OF THE BIOMETRICS SPECIAL INTEREST GROUP (BIOSIG 2021) (2022)
Exploring Quality Scores for Workload Reduction in Biometric Identification Osorio-Roig, D.; Schlett, T.; Rathgeb, C.; Tapia, J.; Busch, C.; IEEE Article ISI 2022 INTERNATIONAL WORKSHOP ON BIOMETRICS AND FORENSICS (IWBF) (2022)
Iris Liveness Detection Using a Cascade of Dedicated Deep Learning Networks Tapia, Juan; Gonzalez, Sebastian; Busch, C. Article ISI SCOPUS IEEE TRANSACTIONS ON INFORMATION FORENSICS AND SECURITY (2022)
Selfie Periocular Verification Using an Efficient Super-Resolution Approach Tapia, Juan; Valenzuela, Andres; Lara, Rodrigo; Gomez-Barrero, Marta; Busch, C. Article ISI SCOPUS IEEE Access (2022)
Hybrid Two-Stage Architecture for Tampering Detection of Chipless ID Cards Gonzalez, Sebastian; Valenzuela, Andres; Tapia, Juan Article SCOPUS (2021)
Image Quality Assessment on Identity Documents Yanez, Claudio; Tapia, Juan; Bromme, A; Busch, C; Damer, N; Dantcheva, A; GomezBarrero, M; Raja, K; Rathgeb, C; Sequeira, AF; Uhl, A Article ISI PROCEEDINGS OF THE 20TH INTERNATIONAL CONFERENCE OF THE BIOMETRICS SPECIAL INTEREST GROUP (BIOSIG 2021) (2021)
Semantic Segmentation of Periocular Near-Infra-Red Eye Images Under Alcohol Effects Tapia, Juan; Droguett, Enrique Lopez; Valenzuela, Andres; Benalcazar, Daniel P.; CAUSA-MORALES, LEONARDO; Busch, C. Article ISI SCOPUS IEEE Access (2021)
Single Morphing Attack Detection Using Feature Selection and Visualization Based on Mutual Information Tapia, Juan Article IEEE ACCESS (2021)
Automatic space object detection on all-sky images from a synoptic survey synthetic telescope array San Martin, Felipe, I; Perez, Claudio A.; Tapia, Juan E.; Virani, Shahzad; Holzinger, Marcus J. Article ISI SCOPUS ADVANCES IN SPACE RESEARCH (2020)
Towards an Efficient Segmentation Algorithm for Near-Infrared Eyes Images Valenzuela, Andres; Arellano, Claudia; Tapia, Juan Article ISI SCOPUS IEEE Access (2020)
Clusters of Features Using Complementary Information Applied to Gender Classification From Face Images Tapia, Juan E.; Perez, Claudio A. Article ISI SCOPUS IEEE ACCESS (2019)
Deepblueberry: Quantification of Blueberries in the Wild Using Instance Segmentation Gonzalez, Sebastian; Arellano, Claudia; Tapia, Juan E. Article ISI SCOPUS IEEE ACCESS (2019)
Gender Classification From NIR Images by Using Quadrature Encoding Filters of the Most Relevant Features Tapia, Juan E.; Perez, Claudio A. Article ISI SCOPUS IEEE ACCESS (2019)
Relevant features for gender classification in NIR periocular images Viedma, Ignacio; Tapia, Juan; Iturriaga, Andres; Busch, Christoph Article SCOPUS IET Biometrics (2019)
Soft-biometrics encoding conditional GAN for synthesis of NIR periocular images Tapia J.E.; ARELLANO, C Article ISI SCOPUS FUTURE GENERATION COMPUTER SYSTEMS-THE INTERNATIONAL JOURNAL OF ESCIENCE (2019)
Gender Classification From the Same Iris Code Used for Recognition Tapia J.E.; Perez C.A.; Bowyer K.W. Article ISI SCOPUS IEEE TRANSACTIONS ON INFORMATION FORENSICS AND SECURITY (2016)
Gender Classification from Iris Images using Fusion of Uniform Local Binary Patterns Tapia Juan, Perez Claudio, Bowyer Kevin Article Computer Vision - ECCV 2014 Workshops - Zurich, Switzerland, September 6-7 and 12, 2014, Proceedings, Part {II} (2015)
Gender Classification Based on Fusion of Different Spatial Scale Features Selected by Mutual Information From Histogram of LBP, Intensity, and Shape Tapia JE; Perez, CA Article ISI SCOPUS IEEE Transactions on Information Forensics and Security (2013)
Gender Classification using One Half Face and Feature Selection based on Mutual Information Tapia Juan, Perez Claudio Article IEEE International Conference on Systems, Man, and Cybernetics (SMC), 13-16 Oct. 2013 (2013)
GENDER CLASSIFICATION FROM FACE IMAGES USING MUTUAL INFORMATION AND FEATURE FUSION Pérez, C.; Tapia J.; Estevez P.; Held, C Article ISI SCOPUS International Journal of Optomechatronics (2012)
Gender Classification from Face Images using Mutual Information and Feature Fusion Perez Claudio, Tapia Juan, Estévez Pablo, Held Claudio Article International Journal Optomechatronics (2012)


Sex-Classification from Cell-Phones Periocular Iris Images Tapia, Juan; Arellano, Claudia; Viedma, Ignacio; Ajita Rattani BookSection Chapter accepted to be published in 2019. (2019)
Gender Classification from Near Infrared Iris Images Tapia, Juan BookSection 10.1049/PBSE005E_ch8 e-ISBN: 9781785611698 (2017)
Gender Classification from NIR Iris Images Using Deep Learning Tapia, Juan; Aravena, Carlos BookSection To appear 2017 (2017)


An Efficient Dense Network for Semantic Segmentation of Eyes Images Captured with Virtual Reality Lens Valenzuela, Andrés; Arellano, Claudia; Tapia, Juan ConferencePaper (2019)
Gender Classification from Iris Images Using Fusion of Uniform Local Binary Patterns Tapia JE; Perez, CA; Bowyer, KW ConferencePaper ISI SCOPUS Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics) (2015)
Gender Classification using One Half Face and Feature Selection based on Mutual Information Tapia JE; Perez, CA ConferencePaper ISI SCOPUS Proceedings - 2013 IEEE International Conference on Systems, Man, and Cybernetics, SMC 2013 (2013)


Sex-Prediction from Periocular Images across Multiple Sensors and Spectra Tapia Farias Juan; Christian Ratghed; Christoph Busch ConferenceProceedingWhole 10.1109/SITIS.2018.00086. (2019)
All-Sky Image Fusion for a Synoptic Survey Telescope in Arctic and Antarctic Domains Tapia, Juan; Holzinger M; Grotte M ConferenceProceedingWhole (2016)


Interoperable applications suite to enhance European identity and document Security and fraud detection - EINSTEIN Georgios Stavropoulos Proyecto (2024)
Challenges related to “on the move” biometrics- CarMen YNCREA MEDITERRANEE; Tapia Juan Proyecto (2024)
image manipulation attack resolving solutions Idemia - France Proyecto (2020)
Medicion Automatica de Aptitud Laboral usando Imagenes Infrarrojas de iris Tapia-Farias, Juan Eduardo.; Droguett Lopez Enrique Proyecto Director del Proyecto: Juan Tapia (2020)
Gender Classification from Cross-Sensor Near Infrared and Visual Spectrum Images Using Deep Learning FONDEF (11170189) Proyecto 2018-2020 Inv. Principal
Gender Classification from Multispectral Iris Images. UNAB (2/2017) Proyecto 2017-2018 Director(a)
Gestión de inspecciones en puentes de acero basado en monitores y pronóstico de daño mediante integración de sensores y procesamiento de imágenes FONDEF (ID17I10018) Proyecto 2017-2019 Postdoctorado
Medición Automatica de Aptitud Laboral Optimal Solution - UNAB (1/2017) Proyecto 2016-2017 Director(a)
New Biometric Methods for Face Identification by Enhanced Feature Extraction-Selection and Model Fusion FONDECYT (1120613) Proyecto 2012-2015 Investigador(a)
Reconocimiento Inteligente de Patrones por Video Aplicaciones en Vigilancia y Mineria FONDEF (D08I1060) Proyecto 2008-2011 Investigador(a)
Medición Automática de Aptitud Laboral Tapia, Juan; Aravena, Carlos Proyecto (0)

Juan Tapia

Senior Researcher

Informática

Hochschule Darmstadt

SANTIAGO, Alemania

Claudio Perez

Profesor TItular

DEPARTAMENTO DE INGENIERÍA ELÉCTRICA, UNIVERSIDAD DE CHILE

Santiago, Chile

Claudia Arellano

Directora Nacional de I+D Área I&T

Informatica y Telecomunicaciones

universidad Tecnologica de Chile

Santiago, Chile

Sebastián González

Ingeniero de Investigación y Desarrollo

Investigación y Desarrollo

TOC Biometrics

Santiago, Chile

Pablo Estevez

Profesor Titular

Departamento de Ingenieria Eléctrica

DEPTO. INGENIERÍA ELÉCTRICA, UNIVERSIDAD DE CHILE

Santiago, Chile

Carlos Aravena

Ingeniero Senior I+D

ID Vision Center

Santiago, Chile

Juan Eduardo Tapia Farias

Líneas de Investigación

Educación

Magister en Ciencias de la Ingeneniería, UNIVERSIDAD DE CHILE. Chile, 2011

Ingeniería Civil en Electricidad con mención en Sistemas Electrónicos, UNIVERSIDAD TECNOLOGICA DE CHILE INACAP. Chile, 2008

DOCTORADO EN INGENIERIA ELECTRICA, UNIVERSIDAD DE CHILE. Chile, 2016

Tecnico en Sistemas Hidraúlicos de Aeronaves, FUERZA AEREA DE CHILE. Chile, 1995

Mecánico de Aeronaves - Helicopteros, Escola de Especialistas de Aeronautica. Brasil, 1996

Ingeniero Electrónico en Telecomunicaciones, UNIVERSIDAD MAYOR. Chile, 2007

Experiencia Académica

Profesor media jornada Part Time

Academico Full Time

Académico Full Time

Senior Researcher Full Time

Experiencia Profesional

Profesor Titular, Asignatura Microcontroladores I y II Part Time

Tesista Full Time

Director Centro de Investigación de Ciencias Aeroespaciales Full Time

Researcher -Intership Full Time

Director de I+D Full Time

Director I+D Full Time

Premios y Distinciones

Medalla Merito Aeronautio Nacional

Beca Doctorado Nacional

Doctoral Consortium -IJCB 2014

Mejor Tesis Doctoral

Article (41)

BookSection (3)

ConferencePaper (3)

ConferenceProceedingWhole (2)

Proyecto (11)

Gender Classification from Cross-Sensor Near Infrared and Visual Spectrum Images Using Deep Learning

Gender Classification from Multispectral Iris Images.

Gestión de inspecciones en puentes de acero basado en monitores y pronóstico de daño mediante integración de sensores y procesamiento de imágenes

Medición Automatica de Aptitud Laboral

New Biometric Methods for Face Identification by Enhanced Feature Extraction-Selection and Model Fusion

Reconocimiento Inteligente de Patrones por Video Aplicaciones en Vigilancia y Mineria