LUIS ENRIQUE SUCAR
Senior Research
Scientist
Department
of Computing
INAOE
Instituto Nacional de Astrofísica,
Óptica y Electrónica
Luis Enrique Erro # 1
Tonantzintla, Puebla
72840 MEXICO
Tel. +52 222 266 3100
esucar (AT)
inaoep.mx
New:
Research goals:
I am interested in
understanding and building intelligent systems that
can interact with the real world, taking the best decisions under
uncertainty. Based on probabilistic graphical models and decision
theory, I am extending and applying these representations to mobile
robotics, computer vision, energy and bio-medicine. Current research areas:
- Video surveillance - person and vehicle recognition, activity analysis, ontologies
- Energy applications - wind prediction, diagnosis, energy markets
- Virtual rehabilitation - affective computing, adaptation, automatic evaluation
- Graphical models - multilabel classification, causal models
- Service robots - navigation, manipulation, human-robot interaction
Research proyects:
- SMARTSDK [Spanish]- A FIWARE-based Software Development Kit for Smart Applications for the needs of Europe and Mexico
- CEMIE-Eolico - Intelligent systems for wind farms
- Gesture therapy - Virtual system for upper extremities rehabilitation
- Markovito
- A service robot
Selected
publications:
- L. E. Sucar, Probabilistic Graphical Models: Principles and Applications, Springer, 2015
- L. E. Sucar, E. Morales, J. Hoey, Decision Theory Models for Applications in Artificial Intelligence: Concepts and Solutions, IGI Global, 2011
- L. E. Sucar, G. Gómez, Introduction to Computer Vision (in Spanish) [PDF]
- List
of Publications (Scholar)
Courses:
CV: