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Marcos David Zúñiga Barraza

Assistant Professor

UNIVERSIDAD TÉCNICA FEDERICO SANTA MARIA

Valparaíso, Chile

Main research field: Computer Vision, in subjects as segmentation, tracking, object modelling, event learning, applied machine learning, real-time computing, and optimiZation, with strong focus on real contexts, robotics and IoT.

Computer Science, Université de Nice-Sophia Antipolis - INRIA. Francia, 2008
Ciencias de la Ingeniería Informática, UNIVERSIDAD TECNICA FEDERICO SANTA MARIA. Chile, 2004
Ciencias de la Ingeniería Informática, UNIVERSIDAD TECNICA FEDERICO SANTA MARIA. Chile, 2001
Ingeniero Civil en Informática, UNIVERSIDAD TECNICA FEDERICO SANTA MARIA. Chile, 2004

Academic - Faculty Member - Assistant Professor Full Time

UNIVERSIDAD TECNICA FEDERICO SANTA MARIA

Valparaíso, Chile

2009 - A la fecha

Faculty Member Full Time

UNIVERSIDAD TÉCNICA FEDERICO SANTA MARÍA

Valparaíso, Chile

2009 - A la fecha
CTO Other

Wildsense Technologies & Innovation

Valparaíso, Chile

2020 - A la fecha

- Directed Theses:
Undergraduate: 50 (5 more in process)
Master: 4 (1 more in process)

-Courses Lectured:
- Programming
- Advanced Programming Seminar
- Programming Languages
- Digital Image Processing
- Computer Vision
- Digital Media Transmission

- Academic Coordinator of drone race: USM Race 2015.
- Organizer and chairman of CongresoTIC 2015, UTFSM.
- Organizer and chairman of CongresoTIC 2011, UTFSM.
- Local Chair of LACNEM 2017
- 2 patents applications
- 1 patent granted
- Co-founder of technological start-up Wildsense Technologies & Innovation
- Formed two joint ventures (AQAI Group & SPT Group).
- Two active validation pilots with salmon industry.

Mejor Titulado - Colegio de Ingenieros

COLEGIO DE INGENIEROS DE CHILE A.G.

Chile, 2004

Premio a Mejor Titulado de Ingeniería en Informática, Promoción 2004, otorgado por el Colegio de Ingenieros de Chile.
BECA DOCTORADO CONICYT-INRIA

CONICYT INRIA

Chile, 2004

Beca de Doctorado para ser realizada en INRIA Sophia Antipolis (equipo PULSAR)


A Cyborg Walk for Urban Analysis? From Existing Walking Methodologies to the Integration of Machine Learning Nilo, Cristobal; Ponce-Mendez, Javiera; Kristjanpoller, Werner Article ISI LAND (2024)
Robust automatic net damage detection and tracking on real aquaculture environment using computer vision Labra, Julio; Rebolledo, Javier; Carvajal, Rodrigo Article ISI AQUACULTURAL ENGINEERING (2023)
LoRa Based IoT Platform for Remote Monitoring of Large-Scale Agriculture Farms in Chile Gallardo, J. L. Article ISI SENSORS (2022)
Automatic Registration of Footsteps in Contact Regions for Reactive Agility Training in Sports Arriaza E; Moya, F Article ISI SCOPUS SENSORS (2020)
Applying graphs and complex networks to football metric interpretation Zuniga, MD; de Saa, Y Article ISI HUMAN MOVEMENT SCIENCE (2018)
Electrical tree growth and partial discharges analyzed by fractal and correlation dimensions Schurch, R; Cardenas O.; Rowland, S. M. Article SCOPUS Annual Report - Conference on Electrical Insulation and Dielectric Phenomena, CEIDP (2018)
Enhancing creativity for development of automation solutions using OTSM-TRIZ: A systematic case study in agronomic industry Wiche, C Article ISI SCOPUS ADVANCES IN MECHANICAL ENGINEERING (2018)
Classifying Agricultural Terrain for Machinery Traversability Purposes Yandun, Francisco J.; Auat Cheein, Fernando A. Article ISI SCOPUS IFAC PAPERSONLINE (2016)
Soccer as a Study Case for Analytic Trends in Collective Sports Training: A Survey Arriaza, Enrique J. Article ISI International Journal of Performance Analysis in Sport (2016)
Hierarchical and incremental event learning approach based on concept formation models Zuniga, MD; Bremond F.; Thonnat, M Article ISI SCOPUS Neurocomputing (2013)
Three-dimensional immersive mixed-reality interface for structural design Prieto, P. A.; Zuniga, M. D. Article ISI SCOPUS Proceedings of the Institution of Mechanical Engineers, Part B: Journal of Engineering Manufacture (2012)
Real-time reliability measure-driven multi-hypothesis tracking using 2D and 3D features Zuniga, MD; Bremond F.; Thonnat, M Article ISI EURASIP JOURNAL ON ADVANCES IN SIGNAL PROCESSING (2011)
A graph-based immune-inspired constraint satisfaction search Riff, MC; Zúñiga M; Montero, E Article ISI SCOPUS Neural Computing and Applications (2010)
Video-understanding framework for automatic behavior recognition Brémond, François; Thonnat, Monique Article ISI - SOCIAL SCIENCES Behavior Research Methods (2006)


Uncertainty Control for Reliable Video Understanding on Complex Environments Thonnat, Monique; Lin, Weiyao BookSection (2011)


A Computer Application for Drone Parametrization: Developing Solution for Drone Manufacturing ConferencePaper ISI SCOPUS INFORMATION TECHNOLOGY: NEW GENERATIONS (2019)
Accurate fire detection through fully convolutional network Cardenas, D. G.; Pedraza, M. A. ConferencePaper (2017)
Bullet-proof robust real-time ball tracking Cardenas, Daniel G. ConferencePaper (2017)
Object tracking guided by segmentation reliability measures and local features ConferencePaper ISI SCOPUS (2017)
Robust Real-Time Tracking Guided by Reliable Local Features Orellana, Cristian M. ConferencePaper (2016)
Quantifying shape descriptors for aesthetic concepts Zuniga, M. D.; Prieto, P. A.; Fantoni G. ConferencePaper SCOPUS Proceedings of International Design Conference, DESIGN (2014)
A new tool for immersive 3d free-form surface modelling and refining Arqueros, Nicolás J. ConferencePaper (2012)
Incremental Video Event Learning Zúñiga M; Bremond F.; Thonnat, M ConferencePaper ISI MOBILE WEB AND INTELLIGENT INFORMATION SYSTEMS, MOBIWIS 2022 (2009)
NAIS: A Calibrated Immune Inspired Algorithm to solve Binary Constraint Satisfaction Problems ConferencePaper (2007)
Towards an immune system that solves CSP Zúñiga M ConferencePaper ISI 2007 IEEE CONGRESS ON EVOLUTIONARY COMPUTATION, VOLS 1-10, PROCEEDINGS (2007)
Fast and Reliable Object Classification in Video Based on a 3D Generic Model Thonnat, Monique ConferencePaper (2006)


Un sistema y metodo de entrenamiento perceptivo-cognitivo para la evaluacion de agilidad reactiva en deportistas ante diferentes escenarios Nikulin, Christopher; Latorre, E. Patent INAPI (2024)
Sistema para la Inspeccion de Mallas de Cultivo en Jaulas de Acuicultura Carvajal, Rodrigo Patent INAPI (2023)
Una plantilla de calzado deportivo para mejorar el rendimiento mediante modificacion controlada de cargas de entrenamiento. Nikulin, Christopher Patent INAPI (2021)


Sistema automatizado de estimación de biomasa en jaulas de cultivo de salmones Proyecto (2024)
Smart submarine robotic system for automatic biomass and salmon breeding process characterization for the aquaculture industry Carvajal, Rodrigo Proyecto (2022)
Integral telehealth solution for elderly care, integrating videoconferencing and automatic detection of vital signs through artificial vision Proyecto Longevity Global Challenge - NAM (2021)
Sistema IoT de robótica submarina inteligente para acuicultura de alta mar Zuniga, Octavio; Delgado, Loreto Proyecto (2021)
Multimodal sensing IoT system integrated with robotics and computer vision for smart sensing in the agropecuary industry. Proyecto (2020)
Cooperative drones and multimodal vision system for automatic monitoring of wildland fire FONDEF (ID16\|10114) Proyecto 2016-2018 Director(a)
The development of a new CAD tool to assist Designers on the process of shape development. FONDECYT (1130674) Proyecto 2013-2015 Coinvestigador(a)
Methodology and Applications for Incremental Behaviour Learning in Video guided by Information Reliability FONDECYT (11121383) Proyecto 2012-2015 Inv. Principal