Master Degree in Systems and Automation Engineering Engineering Department - Universidade Federal de Lavras

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1 History Since 2007 Main areas: Electrical Engineering and Biomedical Engineering Lines of research: Computational Intelligence, Modeling, Systems Automation; Signal Processing, Instrumentation and Vision Machine.

2 Line 1 Computational intelligence, modeling, systems automation Line 2 Signal processing, instrumentation, machine vision Profs. Bruno HG Barbosa Tadayuki Y Jr Francisco C Gomes Wilian S Lacerda Daniel F Leite Profs. Danton D Ferreira Ricardo R Magalhães Profs. Hector J Rabal Roberto A Braga Jr New entrances ongoing

3 Line 1 Computational intelligence, modeling, systems automation - Artificial neural networks - Fuzzy sets and systems - Evolutionary computation - Optimization - System identification - Dynamical Systems Modeling and control - Numeric methods - Evolutionary hardware - Embedded systems - Field Programmable Gate Array

4 Line 2 Signal processing, instrumentation, machine vision - Signal processing - Image processing - Signal statistics - Metrology - Pattern recognition - Instrumentation - Computer vision - Voice and video coding - Quality assessment of voice and video signals

5 Arthur de Miranda Neto LINE 1 e LINE 2 Post-Docs: Multisensory Perception and 2D Ego-localization, 2012 Laboratory Heudiasyc/Renault, France. Docteur Ingenieur in Information Technology and Systems / Mechanical Engineering, 2011 University of Technology of Compiègne (UTC), France. State University of Campinas (UNICAMP), Brazil Title: Embedded Visual Perception System applied to Safe Navigation of Vehicles Areas of work: Hybrid Localization, Multisensory Perception, Mobile Robots, Sensor-based technology, Intelligent Vehicles

6 Bruno Henrique Groenner Barbosa LINE 1 Doc: Electrical Eng. - UFMG, 2009 MSc: Electrical Eng. - UFMG, 2006 BA: Control and Automation Eng. - UFMG, 2003 Areas of work: Modeling of Dynamic Systems Computational Intelligence Pattern Recognition

7 Daniel Furtado Leite LINE 1 Post-Doc: Intelligent Control UFMG, 2014 Doc: Electrical Engineering UNICAMP, 2012 MSc: Electrical Engineering. PUC-MG, 2007 BA: Control and Automation Engineering PUC-MG, 2005 Research: Dynamical systems modeling and control General theory of uncertainty Adaptive neural networks and fuzzy systems Time series forecasting, pattern recognition and classification

8 Daniel Augusto Pereira LINE 1 and LINE 2 Doc.: Mechanical Engineering, UNICAMP, 2013 Master: Engenharia Mecânica, UNICAMP, 2008 BA: Control and Automation Engineering, UNICAMP, 2005 Research: Control of Dynamic Systems Active Vibration Control Fault Detection and Isolation Structural Health Monitoring Modelling and Identification Structural Dynamics

9 Danton Diego Ferreira LINE 1 and LINE 2 PostDoc UFJF 2014 Doc: Electrical Eng - COPPE/Poli/UFRJ, 2010 MSc: Electrical Eng. - UFJF, 2007 BA: Electrical Eng. - UFSJ, 2005 Areas of work 1 Computational Intelligence 2 Signal Processing Researches 1 Power Quality Monitoring 2 Biomedical Signals 3 Pattern Recognition

10 Demóstenes Zegarra Rodríguez LINE 2 Doc. Electrical Eng. - USP (2013) Master Electrical Eng. - USP (2009). BA Electronic Eng. - Pontificia Universidad Católica Del Perú (2000). Areas of Work: Digital Signal Processing Quality assessment of voice and video signals Quality of Experience - QoE Communication Systems x x x x x x 10 4

11 Francisco Carlos Gomes LINE 1 Doc: Eng. of Structures - EESC - USP, 2000 MSc: Eng. of Structures - EESC - USP, 1994 BA: Engenheiro Agrícola Areas of work: Rural buildings e Ambience

12 Hector J Rabal LINE 2 Doc. Physics Universidade Nacional de La Plata (1978), Post-docs: Universidade de Munich (1983), Universidade de Paris VI (1984), Universidade de Stuttgart (1990) e Universidade de Stuttgart (1993). Areas of work: Applied Physics, optical metrology

13 Ricardo Rodrigues Magalhães LINE 1 and LINE 2 BA Mechnical Eng. CEFET MG (2000) Master Mechatronics Universidade Federal da Bahia (2008) Doc Industrial Eng. Universidade Federal da Bahia (2011) Post-Doc Biomechanics University of Liverpool UK (2014) Areas of work: Manufacturing Eng., Product Development, Finite Element Method, Stress Analysis.

14 Roberto Alves Braga Júnior LINE 2 Post-Docs: Image Analysis - BIOSS, 2005, 2008 e Scotland Doc.: Agricultural Eng. - UNICAMP, 2000 Master: Electrical Eng. - UFMG, 1994 BA: Electrical Eng. UFMG 1991 Development Engineer at National Steel Company Areas of work: Optical Metrology Dynamic Laser Speckle Interferometry Signal and Image Analysis

15 Tadayuki Yanagi Jr LINE 1 Doc: Agriculture Eng. - UFV Master: Agriculture Eng. - UFLA BA: Agriculture Eng. UFLA Areas of work: Rural buildings and Ambience

16 Wilian Soares Lacerda LINE 1 Doc. Computer Eng. UFMG (2006) Master Electrical Eng. UFMG (1994). BA Electrical Eng. UFMG (1991). Areas of Work: Master Degree in Systems and Automation Engineering Computational Intelligence Embeded systems hardware e software Field Programable Gate Array Digital and analogical Electronics

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