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Registro Completo |
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Biblioteca(s): |
Embrapa Gado de Corte. |
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Data corrente: |
25/01/2017 |
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Data da última atualização: |
10/03/2017 |
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Tipo da produção científica: |
Artigo em Anais de Congresso |
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Autoria: |
OLIVEIRA, C. E.; LIMA, L. R. de; OLIVEIRA, G. R. A. de; GONÇALVES, A. B.; PISTORI, H.; KOLLER, W. W. |
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Afiliação: |
CARINA ELISEU OLIVEIRA, Universidade Católica Dom Bosco, Campo Campo Grande-MS; LUCAS RODRIGUES DE LIMA, Universidade Católica Dom Bosco, Campo Campo Grande-MS; GLAUCIA RAQUEL ASSIS DE OLIVEIRA, Universidade Católica Dom Bosco, Campo Campo Grande-MS; ARIADNE BARBOSA GONÇALVES, Universidade Católica Dom Bosco, Campo Campo Grande-MS; HEMERSON PISTORI, Universidade Católica Dom Bosco, Campo Campo Grande-MS; WILSON WERNER KOLLER, CNPGC. |
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Título: |
Computer vision for larval structures identification applied to forensic science. |
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Ano de publicação: |
2016 |
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Fonte/Imprenta: |
In: WORKSHOP DE VISÃO COMPUTACIONAL WVC'2016, 12., 2016. Campo Grande, MS. Proceedings... Campo Grande: UCDB/UFMS/UFGD, p. 266-270, nov. 2016. |
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Idioma: |
Inglês |
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Conteúdo: |
The diptera maggots are used in forensic entomology to estimate the post-mortem interval (PMI). Maggots have a wide range of morphological and structural features that aid in the identification. In order to assist in the necrophagous larvae identification, this research aims to develop a software using computer vision and machine learning to automate the classification process. Diptera maggots were collected in a dead pig at the capital of Mato Grosso do Sul state, Campo Grande. The maggots were identified and photographed at a light microscope (5x objective). Next, the images were processed, the features extraction was performed using an extractor in Python language. The classification of the images were tested with AdaBoost, Random Forest, Random Tree and SMO classifiers. The SMO the best performa. |
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Thesaurus Nal: |
Computer vision; Entomology; Insect larvae. |
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Categoria do assunto: |
-- |
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URL: |
https://ainfo.cnptia.embrapa.br/digital/bitstream/item/155450/1/Computer-vision-for-larval.pdf
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Marc: |
LEADER 01519nam a2200205 a 4500
001 2061783
005 2017-03-10
008 2016 bl uuuu u00u1 u #d
100 1 $aOLIVEIRA, C. E.
245 $aComputer vision for larval structures identification applied to forensic science.$h[electronic resource]
260 $aIn: WORKSHOP DE VISÃO COMPUTACIONAL WVC'2016, 12., 2016. Campo Grande, MS. Proceedings... Campo Grande: UCDB/UFMS/UFGD, p. 266-270, nov. 2016.$c2016
520 $aThe diptera maggots are used in forensic entomology to estimate the post-mortem interval (PMI). Maggots have a wide range of morphological and structural features that aid in the identification. In order to assist in the necrophagous larvae identification, this research aims to develop a software using computer vision and machine learning to automate the classification process. Diptera maggots were collected in a dead pig at the capital of Mato Grosso do Sul state, Campo Grande. The maggots were identified and photographed at a light microscope (5x objective). Next, the images were processed, the features extraction was performed using an extractor in Python language. The classification of the images were tested with AdaBoost, Random Forest, Random Tree and SMO classifiers. The SMO the best performa.
650 $aComputer vision
650 $aEntomology
650 $aInsect larvae
700 1 $aLIMA, L. R. de
700 1 $aOLIVEIRA, G. R. A. de
700 1 $aGONÇALVES, A. B.
700 1 $aPISTORI, H.
700 1 $aKOLLER, W. W.
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Registro original: |
Embrapa Gado de Corte (CNPGC) |
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Registro Completo
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Biblioteca(s): |
Embrapa Milho e Sorgo; Embrapa Tabuleiros Costeiros. |
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Data corrente: |
26/01/2006 |
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Data da última atualização: |
18/07/2016 |
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Tipo da produção científica: |
Artigo em Periódico Indexado |
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Autoria: |
CARVALHO, H. W. L. de; LEAL, M. de L. da S.; SANTOS, M. X. dos; CARVALHO, P. C. L. de. |
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Afiliação: |
HELIO WILSON LEMOS DE CARVALHO, CPATC; MARIA DE LOURDES DA SILVA LEAL; MANOEL XAVIER DOS SANTOS; PAULO CESAR LEMOS DE CARVALHO. |
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Título: |
Estimativas de parâmetros genéticos na variedade de milho BR-5011 Sertanejo no nordeste brasileiro. |
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Ano de publicação: |
1999 |
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Fonte/Imprenta: |
Agrotrópica, Ilhéus, v. 11, n. 3, p. 141-146, set./dez. 1999. |
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ISSN: |
0103-3816 |
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Idioma: |
Português |
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Conteúdo: |
From 1996 to 1998, three cycles of selection were carried out among half-sib families within the maize cv. BR5011-Sertanejo in northeastern Brazil. During each cycle, 196 half-sib families were evaluated by utilizing a 14 x 14 simple lattice design. The best families were recombined within the same agricultural year, thus allowing one generation to be obtained per year. Observations indicated that BR5011-Sertanejo possessed enough genetic variation to produce increments in green yield, indicating that BR5011-Sertanejo can be used as an alternative to the varieties grown in the northeastern region. Significant genotype x environment interaction indicated that the selection process needs to be conducted in different environments to improve the efficiency of family selection so that consistent estimates of genetic variance components can be obtained.. |
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Palavras-Chave: |
Genética de planta. |
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Thesagro: |
Melhoramento genético vegetal; Milho; Zea mays. |
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Thesaurus NAL: |
Plant breeding. |
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Categoria do assunto: |
--
G Melhoramento Genético |
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URL: |
https://ainfo.cnptia.embrapa.br/digital/bitstream/item/145508/1/estimativa0001.pdf
https://ainfo.cnptia.embrapa.br/digital/bitstream/item/66451/1/Estimativas-parametros-1.pdf
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Marc: |
LEADER 01575naa a2200229 a 4500
001 2049040
005 2016-07-18
008 1999 bl uuuu u00u1 u #d
022 $a0103-3816
100 1 $aCARVALHO, H. W. L. de
245 $aEstimativas de parâmetros genéticos na variedade de milho BR-5011 Sertanejo no nordeste brasileiro.$h[electronic resource]
260 $c1999
520 $aFrom 1996 to 1998, three cycles of selection were carried out among half-sib families within the maize cv. BR5011-Sertanejo in northeastern Brazil. During each cycle, 196 half-sib families were evaluated by utilizing a 14 x 14 simple lattice design. The best families were recombined within the same agricultural year, thus allowing one generation to be obtained per year. Observations indicated that BR5011-Sertanejo possessed enough genetic variation to produce increments in green yield, indicating that BR5011-Sertanejo can be used as an alternative to the varieties grown in the northeastern region. Significant genotype x environment interaction indicated that the selection process needs to be conducted in different environments to improve the efficiency of family selection so that consistent estimates of genetic variance components can be obtained..
650 $aPlant breeding
650 $aMelhoramento genético vegetal
650 $aMilho
650 $aZea mays
653 $aGenética de planta
700 1 $aLEAL, M. de L. da S.
700 1 $aSANTOS, M. X. dos
700 1 $aCARVALHO, P. C. L. de
773 $tAgrotrópica, Ilhéus$gv. 11, n. 3, p. 141-146, set./dez. 1999.
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Embrapa Tabuleiros Costeiros (CPATC) |
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