Foto1.png_thumb90

Juan Eduardo Tapia Farias

Académico

Universidad de Santiago de Chile

SANTIAGO, Chile

Líneas de Investigación


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

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

    INACAP- SEDE SUR

    Ingenieria

    Santiago, Chile

    2008 - 2010

  •   Profesor - Investigador Full Time

    UNIVERSIDAD ANDRES BELLO

    Ingenieria

    Santiago, Chile

    2016 - A la fecha

  •   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

Experiencia Profesional

  •   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

Premios y Distinciones

  •   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.


 

Article (22)

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)

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)

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)

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)

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)

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)

BookSection (3)

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)

ConferencePaper (3)

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)

ConferenceProceedingWhole (2)

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)

Proyecto (8)

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)

29
Juan Tapia

Académico

Informática

Universidad de Santiago de Chile

SANTIAGO, Chile

7
Claudio Perez

Profesor TItular

DEPARTAMENTO DE INGENIERÍA ELÉCTRICA, UNIVERSIDAD DE CHILE

Santiago, Chile

2
Claudia Arellano

Directora Nacional de I+D Área I&T

Informatica y Telecomunicaciones

universidad Tecnologica de Chile

Santiago, Chile

1
Pablo Estevez

Profesor Titular

Departamento de Ingenieria Eléctrica

DEPTO. INGENIERÍA ELÉCTRICA, UNIVERSIDAD DE CHILE

Santiago, Chile

1
Sebastián González

Ingeniero de Investigación y Desarrollo

Investigación y Desarrollo

TOC Biometrics

Santiago, Chile