Mini-curriculum

Jayme Garcia Arnal Barbedo has received his bachelor degree in Electrical Engineering from the Federal University of Mato Grosso do Sul (1998), and his master and Ph.D. degrees from the State University of Campinas in 2001 and 2004, respectively. He worked at CPqD Computer and IT Solutions between 2004 and 2005, helping with the studies to define the Brazilian Digital Television Standard. He conducted post-doctoral research at Harvard University (Cambridge, Massachusetts, USA) between 2006 and 2007, and at University of Victoria (Victoria, British Columbia, Canada) between 2008 and 2009. Between 2005 and 2011, he acted as a collaborator researcher at the School of Electrical and Computer Engineering (FEEC) of the State University of Campinas (Unicamp), working with a variety of audio signal processing problems and advising two masters students. Since 2011, he works as a Senior Researcher at the Digital Agriculture unit (Campinas, SP) of the Brazilian Agricultural Research Corporation (Embrapa). His current areas of interest include: use of image processing and artificial intelligence for plant disease recognition; use of hyperspectral imagery for detection of diseases and toxins in grains and plants; detecting and counting ticks in cattle using thermal imagery;fish counting using digital images; use of drones for cattle monitoring in the field; use of satellite images for classification of crops; among others.

Education

1994 - 1998

Graduação em Engenharia Elétrica

Universidade Federal de Mato Grosso do Sul

Title: Redes Telefônicas

Obtained year: 1998

Advisor: Valmir Machado Pereira

1999 - 2001

Mestrado em Engenharia Elétrica

Universidade Estadual de Campinas

Title: Avaliação Objetiva de Codecs de Voz na Faixa de Telefonia

Obtained year: 2001

Advisor: Amauri Lopes

2001 - 2004

Doutorado em Engenharia Elétrica

Universidade Estadual de Campinas

Title: Avaliação Objetiva de Qualidade de Sinais de Áudio e Voz

Obtained year: 2004

Advisor: Amauri Lopes

2009 - 2010

Pós-Doutorado em

Universidade Estadual de Campinas

Obtained year: 2010

2008 - 2009

Pós-Doutorado em

University of Victoria

Obtained year: 2009

2007 - 2008

Pós-Doutorado em

Universidade Estadual de Campinas

Obtained year: 2008

2005 - 2006

Pós-Doutorado em

Universidade Estadual de Campinas

Obtained year: 2006

2006 - 2007

Pós-Doutorado em

Harvard University

Obtained year: 2007

Areas of expertise

1. Grande área: Engineering / Área: Engenharia El?trica / Subárea: DIGITAL SIGNAL PROCESSING / Especialidade: Picture processing
2. Grande área: Exact and Earth Sciences / Área: Ci?ncia da Computa?? / Subárea: Aprendizado Profundo (Deep Learning)
3. Grande área: Exact and Earth Sciences / Área: Ci?ncia da Computa?? / Subárea: Aprendizado de M?quina
4. Grande área: Exact and Earth Sciences / Área: Ci?ncia da Computa?? / Subárea: Processamento Digital de Sinais
5. Grande área: Exact and Earth Sciences / Área: Ci?ncia da Computa?? / Subárea: Inform?tica Aplicada ? Agricultura
6. Grande área: Exact and Earth Sciences / Área: Ci?ncia da Computa?? / Subárea: Reconhecimento de Padr?