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Jayme Garcia Arnal Barbedo

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Ministério da Agricultura, Pecuária e Abastecimento (Brasil). Empresa Brasileira de Pesquisa Agropecuária (EMBRAPA). Embrapa Informática Agropecuária  (Institutional affiliation for the last research proposal)
Birthplace: Brazil

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 Agricultural Informatics unit (Campinas, SP) of the Brazilian Agricultural Research Corporation (Embrapa). His current areas of interest include: use of image processing and machine learning for plant disease recognition; use of hyperspectral imagery for detection of diseases and toxins in wheat kernels; detecting and counting ticks in cattle using thermal imagery; classification of fish diseases using digital images; use of drones for cattle monitoring in the field; use of satellite images for classification of crops; among others. (Source: Lattes Curriculum)

Research grants
FAPESP support in numbers * Updated December 07, 2019
Total / Available in English
1 / 1 Ongoing research grants
1 / 1 Completed research grants
3 / 0 Completed scholarships in Brazil
5 / 2 All research grants and scholarships

Associated processes
Most frequent collaborators in research granted by FAPESP
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Keywords used by the researcher
Scientific publications resulting from Research Grants and Scholarships under the grantee's responsibility (10)

(References retrieved automatically from Web of Science and SciELO through information on FAPESP grants and their corresponding numbers as mentioned in the publications by the authors)

Publications9
Citations155
Cit./Article17.2
Data from Web of Science

BARBEDO, J. G. A.. A novel algorithm for semi-automatic segmentation of plant leaf disease symptoms using digital image processing. TROPICAL PLANT PATHOLOGY, v. 41, n. 4, p. 210-224, . Web of Science Citations: 5.

ARNAL BARBEDO, JAYME GARCIA. A review on the main challenges in automatic plant disease identification based on visible range images. BIOSYSTEMS ENGINEERING, v. 144, p. 52-60, . Web of Science Citations: 52.

ARNAL BARBEDO, JAYME GARCIA; TIBOLA, CASIANE SALETE; PONTES LIMA, MARIA IRNACULADA. Deoxynivalenol screening in wheat kernels using hyperspectral imaging. BIOSYSTEMS ENGINEERING, v. 155, p. 24-32, . Web of Science Citations: 9.

ARNAL BARBEDO, JAYME GARCIA. An Automatic Method to Detect and Measure Leaf Disease Symptoms Using Digital Image Processing. PLANT DISEASE, v. 98, n. 12, p. 1709-1716, . Web of Science Citations: 24.

BARBEDO, JAYME G. A.; TIBOLA, CASIANE S.; FERNANDES, JOSE M. C.. Detecting Fusarium head blight in wheat kernels using hyperspectral imaging. BIOSYSTEMS ENGINEERING, v. 131, p. 65-76, . Web of Science Citations: 29.

ARNAL BARBEDO, JAYME GARCIA; LOPES, AMAURI. Automatic musical genre classification using a flexible approach. JOURNAL OF THE AUDIO ENGINEERING SOCIETY, v. 56, n. 7-8, p. 560-568, . Web of Science Citations: 4.

BARBEDO‚ J.G.A.; LOPES‚ A.; OTHERS. Fourier-lapped multilayer perceptron method for speech quality assessment. EURASIP Journal on Advances in Signal Processing, v. 2005, n. 9, p. 1425-1434, .

ARNAL BARBEDO, JAYME GARCIA. A new automatic method for disease symptom segmentation in digital photographs of plant leaves. European Journal of Plant Pathology, v. 147, n. 2, p. 349-364, . Web of Science Citations: 10.

BARBEDO, JAYME GARCIA ARNAL; KOENIGKAN, LUCIANO VIEIRA; SANTOS, THIAGO TEIXEIRA. Identifying multiple plant diseases using digital image processing. BIOSYSTEMS ENGINEERING, v. 147, p. 104-116, . Web of Science Citations: 19.

ARNAL BARBEDO, JAYME GARCIA; GULIAS GOMES, CLAUDIA CRISTINA; CARDOSO, FERNANDO FLORES; DOMINGUES, ROBERT; RAMOS, JEFERSON VIDART; MCMANUS, CONCEPTA MARGARET. The use of infrared images to detect ticks in cattle and proposal of an algorithm for quantifying the infestation. Veterinary Parasitology, v. 235, p. 106-112, . Web of Science Citations: 3.

Academic Publications

(References retrieved automatically from State of São Paulo Research Institutions)

BARBEDO, Jayme Garcia Arnal. Avaliação objetiva de qualidade de codecs de voz na faixa de telefonia. 2001. Dissertação (Mestrado) - Faculdade de Engenharia Eletrica e de Computação. Universidade Estadual de Campinas.

BARBEDO, Jayme Garcia Arnal. Avaliação objetiva de qualidade de sinais de áudio e voz. 2004. 153f. Tese (Doutorado) – Faculdade de Engenharia Elétrica e de Computação. Universidade Estadual de Campinas (UNICAMP). Campinas.

Patent applications

PROCESSO PARA MEDIDA OBJETIVA DE QUALIDADE DE SINAIS DE ÁUDIO - MOQA PI0404090-2 - Universidade Estadual de Campinas (UNICAMP). Amauri Lopes; Jayme Garcia Arnal Barbedo - September 2004, 17

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