메뉴 건너뛰기




Volumn 166, Issue 3, 2009, Pages 411-421

Artificial neural networks as a tool for plant identification: A case study on Vietnamese tea accessions

Author keywords

C. sinensis; C. sinensis var. pubilimba; Camellia sinensis var. assamica; Image analysis; Morphotypes; Phyllometric parameters

Indexed keywords

CAMELLIA SINENSIS; CAMELLIA SINENSIS VAR. ASSAMICA;

EID: 61449149469     PISSN: 00142336     EISSN: 15735060     Source Type: Journal    
DOI: 10.1007/s10681-008-9828-9     Document Type: Article
Times cited : (33)

References (27)
  • 3
    • 23844501677 scopus 로고    scopus 로고
    • RAPD markers for discriminating tea germplasm at the inter-specific level in China
    • 10.1111/j.1439-0523.2005.01100.x
    • L Chen S Yamaguchi 2005 RAPD markers for discriminating tea germplasm at the inter-specific level in China Plant Breed 124 404 409 10.1111/j.1439-0523. 2005.01100.x
    • (2005) Plant Breed , vol.124 , pp. 404-409
    • Chen, L.1    Yamaguchi, S.2
  • 4
    • 61449131511 scopus 로고    scopus 로고
    • Collection, conservation, evaluation and utilization of tea genetic resources (Camellia spp.) in China. Floriculture, ornamental and plant biotechnology: Advances and topical issues
    • L Chen MZ Yao YJ Yang YJ Yu 2006 Collection, conservation, evaluation and utilization of tea genetic resources (Camellia spp.) in China. Floriculture, ornamental and plant biotechnology: advances and topical issues Glob Sci Books UK 1 578 583
    • (2006) Glob Sci Books UK , vol.1 , pp. 578-583
    • Chen, L.1    Yao, M.Z.2    Yang, Y.J.3    Yu, Y.J.4
  • 5
    • 33847281474 scopus 로고    scopus 로고
    • Recent research progresses on molecular biology of tea plant (Camellia sinensis). Floriculture, ornamental and plant biotechnology: Advances and topical issues
    • L Chen MZ Yao LP Zhao XC Wang 2006 Recent research progresses on molecular biology of tea plant (Camellia sinensis). Floriculture, ornamental and plant biotechnology: advances and topical issues Glob Sci Books UK 4 425 436
    • (2006) Glob Sci Books UK , vol.4 , pp. 425-436
    • Chen, L.1    Yao, M.Z.2    Zhao, L.P.3    Wang, X.C.4
  • 7
    • 0345136157 scopus 로고    scopus 로고
    • Heterologous nuclear and chloroplast microsatellite amplification and variation in tea, Camellia sinensis
    • 10.1139/g02-070
    • SS Kaundun S Matsumoto 2002 Heterologous nuclear and chloroplast microsatellite amplification and variation in tea, Camellia sinensis Genome 45 1041 1048 10.1139/g02-070
    • (2002) Genome , vol.45 , pp. 1041-1048
    • Kaundun, S.S.1    Matsumoto, S.2
  • 8
    • 0033812790 scopus 로고    scopus 로고
    • Evaluation of the genetic diversity among elite tea (Camellia sinensis var. sinensis) genotypes using RAPD markers
    • 10.1023/A:1003939120048
    • SS Kaundun A Zhyvoloup YG Park 2000 Evaluation of the genetic diversity among elite tea (Camellia sinensis var. sinensis) genotypes using RAPD markers Euphytica 115 7 16 10.1023/A:1003939120048
    • (2000) Euphytica , vol.115 , pp. 7-16
    • Kaundun, S.S.1    Zhyvoloup, A.2    Park, Y.G.3
  • 9
    • 0008008572 scopus 로고
    • Relationship between the evolutionary relatives and the variation of esterase isozymes in tea plant
    • CY Lu WH Liu MJ Li 1992 Relationship between the evolutionary relatives and the variation of esterase isozymes in tea plant J Tea Sci 12 15 20
    • (1992) J Tea Sci , vol.12 , pp. 15-20
    • Lu, C.Y.1    Liu, W.H.2    Li, M.J.3
  • 10
    • 0032859740 scopus 로고    scopus 로고
    • Fractal geometry-based image analysis of grapevine leaves using the box counting algorithm
    • S Mancuso 1999 Fractal geometry-based image analysis of grapevine leaves using the box counting algorithm Vitis 38 97 100
    • (1999) Vitis , vol.38 , pp. 97-100
    • Mancuso, S.1
  • 11
    • 0032840851 scopus 로고    scopus 로고
    • Identifying olive (Olea europaea L.) cultivars using artificial neural networks
    • S Mancuso FP Nicese 1999 Identifying olive (Olea europaea L.) cultivars using artificial neural networks J Am Soc Hortic Sci 124 527 531
    • (1999) J Am Soc Hortic Sci , vol.124 , pp. 527-531
    • Mancuso, S.1    Nicese, F.P.2
  • 12
    • 0032743554 scopus 로고    scopus 로고
    • Chestnut (Castanea sativa L.) genotype identification: An artificial neural network approach
    • S Mancuso F Ferrini FP Nicese 1999 Chestnut (Castanea sativa L.) genotype identification: an artificial neural network approach J Hortic Sci Biotechnol 74 777 784
    • (1999) J Hortic Sci Biotechnol , vol.74 , pp. 777-784
    • Mancuso, S.1    Ferrini, F.2    Nicese, F.P.3
  • 13
    • 0034800502 scopus 로고    scopus 로고
    • Artificial neural networks application in the identification of three species of Rollinia (Annonaceae)
    • SI Mariño SG Tressens 2001 Artificial neural networks application in the identification of three species of Rollinia (Annonaceae) Ann Bot Fenn 38 215 224
    • (2001) Ann Bot Fenn , vol.38 , pp. 215-224
    • Mariño, S.I.1    Tressens, S.G.2
  • 14
    • 0036918756 scopus 로고    scopus 로고
    • Assessment of genetic diversity of tea (Camellia sinensis (L.) O. Kuntze) by inter-simple sequence repeat polymerase chain reaction
    • 10.1023/A:1021212419811
    • TK Mondal 2002 Assessment of genetic diversity of tea (Camellia sinensis (L.) O. Kuntze) by inter-simple sequence repeat polymerase chain reaction Euphytica 128 307 315 10.1023/A:1021212419811
    • (2002) Euphytica , vol.128 , pp. 307-315
    • Mondal, T.K.1
  • 15
    • 0031880802 scopus 로고    scopus 로고
    • Evaluation of artificial neural networks for fungal identification employing morphometric data from spores of Pestalotiopsis species
    • 10.1017/S0953756297005947
    • A Morgan L Boddy JEM Mordue CW Morris 1998 Evaluation of artificial neural networks for fungal identification employing morphometric data from spores of Pestalotiopsis species Mycol Res 102 975 984 10.1017/S0953756297005947
    • (1998) Mycol Res , vol.102 , pp. 975-984
    • Morgan, A.1    Boddy, L.2    Mordue, J.E.M.3    Morris, C.W.4
  • 16
    • 38649091047 scopus 로고    scopus 로고
    • Camellia japonica L. genotypes identified by an artificial neural network based on phyllometric and fractal parameters
    • 10.1007/s00606-007-0601-7
    • S Mugnai C Pandolfi E Azzarello E Masi S Mancuso 2008 Camellia japonica L. genotypes identified by an artificial neural network based on phyllometric and fractal parameters Plant Syst Evol 270 95 108 10.1007/s00606-007-0601-7
    • (2008) Plant Syst Evol , vol.270 , pp. 95-108
    • Mugnai, S.1    Pandolfi, C.2    Azzarello, E.3    Masi, E.4    Mancuso, S.5
  • 18
    • 0031056253 scopus 로고    scopus 로고
    • Diversity and genetic differentiation among populations of Indian and Kenyan tea (Camellia sinensis (L.) O. Kuntze) revealed by AFLP markers
    • 10.1007/s001220050408
    • S Paul FN Wachira W Powell R Waugh 1997 Diversity and genetic differentiation among populations of Indian and Kenyan tea (Camellia sinensis (L.) O. Kuntze) revealed by AFLP markers Theor Appl Genet 94 255 263 10.1007/s001220050408
    • (1997) Theor Appl Genet , vol.94 , pp. 255-263
    • Paul, S.1    Wachira, F.N.2    Powell, W.3    Waugh, R.4
  • 19
    • 0022471098 scopus 로고
    • Learning representations by back propagating errors
    • 10.1038/323533a0
    • DE Rumelhart GE Hinton RJ Williams 1986 Learning representations by back propagating errors Nature 323 533 536 10.1038/323533a0
    • (1986) Nature , vol.323 , pp. 533-536
    • Rumelhart, D.E.1    Hinton, G.E.2    Williams, R.J.3
  • 20
    • 13844253981 scopus 로고    scopus 로고
    • Genetic diversity of UPASI tea cones (Camellia sinensis (L.) O. Kuntze) on the basis of total catechins and their fractions
    • 10.1016/j.phytochem.2004.06.024
    • M Saravanan KM Maria John R Raj Kumar PK Pius R Sasikumar 2005 Genetic diversity of UPASI tea cones (Camellia sinensis (L.) O. Kuntze) on the basis of total catechins and their fractions Phytochemistry 66 561 565 10.1016/j.phytochem.2004.06.024
    • (2005) Phytochemistry , vol.66 , pp. 561-565
    • Saravanan, M.1    Maria John, K.M.2    Raj Kumar, R.3    Pius, P.K.4    Sasikumar, R.5
  • 21
    • 61449224658 scopus 로고
    • Royal Hort Soc London
    • Sealy J (1958) A revision of the genus Camellia. Royal Hort Soc, London
    • (1958)
    • Sealy, J.1
  • 22
    • 0033083133 scopus 로고    scopus 로고
    • Development and characterization of microsatellite markers in Camellia japonica L.
    • 10.1046/j.1365-294X.1999.00534.x
    • S Ueno H Yoshimaru N Tomaru S Yamamoto 1999 Development and characterization of microsatellite markers in Camellia japonica L. Mol Ecol 8 335 336 10.1046/j.1365-294X.1999.00534.x
    • (1999) Mol Ecol , vol.8 , pp. 335-336
    • Ueno, S.1    Yoshimaru, H.2    Tomaru, N.3    Yamamoto, S.4
  • 23
    • 0000521188 scopus 로고
    • Tea classification revised
    • W Wight 1962 Tea classification revised Curr Sci 31 298 299
    • (1962) Curr Sci , vol.31 , pp. 298-299
    • Wight, W.1
  • 24
    • 61449164917 scopus 로고
    • Chapman & Hall London
    • Willson KC, Clifford MN (1992) Tea: cultivation to consumption. Chapman & Hall, London
    • (1992)
    • Willson, K.C.1    Clifford, M.N.2
  • 26
    • 40849097789 scopus 로고    scopus 로고
    • Genetic diversity among tea cultivars from China, Japan and Kenya revealed by ISSR markers and its implication for parental selection in tea breeding programmes
    • 10.1111/j.1439-0523.2007.01448.x
    • MZ Yao L Chen YR Liang 2008 Genetic diversity among tea cultivars from China, Japan and Kenya revealed by ISSR markers and its implication for parental selection in tea breeding programmes Plant Breed 127 166 172 10.1111/j.1439-0523.2007.01448.x
    • (2008) Plant Breed , vol.127 , pp. 166-172
    • Yao, M.Z.1    Chen, L.2    Liang, Y.R.3
  • 27
    • 38649111839 scopus 로고
    • Multilayer perceptron networks: Selected aspects of training optimization
    • JM Zurada A Malinowski 1994 Multilayer perceptron networks: selected aspects of training optimization Appl Math Comp Sci 4 281 307
    • (1994) Appl Math Comp Sci , vol.4 , pp. 281-307
    • Zurada, J.M.1    Malinowski, A.2


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.