A novel machine-vision-based facility for the automatic evaluation of yield-related traits in rice

被引：81
作者：
Duan, Lingfeng [1 ,2 ]
Yang, Wanneng [1 ,2 ]
Huang, Chenglong [1 ,2 ]
Liu, Qian [1 ,2 ]
机构：
[1] Huazhong Univ Sci & Technol, Wuhan Natl Lab Optoelect, Britton Chance Ctr Biomed Photon, Wuhan 430074, Peoples R China
[2] Huazhong Univ Sci & Technol, Coll Life Sci & Technol, Key Lab Biomed Photon, Minist Educ, Wuhan 430074, Peoples R China
来源：
PLANT METHODS | 2011年 / 7卷
关键词：
Rice; Yield-related traits; Fast trait evaluation; Plant phenotyping; Machine vision; ORYZA-RUFIPOGON; GROWTH; IDENTIFICATION; IMAGEJ; LOCI;
D O I：
10.1186/1746-4811-7-44
中图分类号：
Q5 [生物化学];
学科分类号：
071010 ; 081704 ;
摘要：
The evaluation of yield-related traits is an essential step in rice breeding, genetic research and functional genomics research. A new, automatic, and labor-free facility to automatically thresh rice panicles, evaluate rice yield traits, and subsequently pack filled spikelets is presented in this paper. Tests showed that the facility was capable of evaluating yield-related traits with a mean absolute percentage error of less than 5% and an efficiency of 1440 plants per continuous 24 h workday.
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页数：13
相关论文
共 20 条
[1]   Functional markers in wheat:: technical and economic aspects [J].
Bagge, Merethe ;
Lubberstedt, Thomas .
MOLECULAR BREEDING, 2008, 22 (03) :319-328
[2]   LAMINA:: a tool for rapid quantification of leaf size and shape parameters [J].
Bylesjoe, Max ;
Segura, Vincent ;
Soolanayakanahally, Raju Y. ;
Rae, Anne M. ;
Trygg, Johan ;
Gustafsson, Petter ;
Jansson, Stefan ;
Street, Nathaniel R. .
BMC PLANT BIOLOGY, 2008, 8 (1)
[3]  
Christophe Reuzeau, 2005, [分子植物育种, Molecular Plant Breeding], V3, P753
[4]   Fast discrimination and counting of filled/unfilled rice spikelets based on bi-modal imaging [J].
Duan, Lingfeng ;
Yang, Wanneng ;
Bi, Kun ;
Chen, Shangbin ;
Luo, Qingming ;
Liu, Qian .
COMPUTERS AND ELECTRONICS IN AGRICULTURE, 2011, 75 (01) :196-203
[5]   IMAGING With 'Phenomics,' Plant Scientists Hope to Shift Breeding Into Overdrive [J].
Finkel, Elizabeth .
SCIENCE, 2009, 325 (5939) :380-381
[6]   High-Throughput Quantification of Root Growth Using a Novel Image-Analysis Tool [J].
French, Andrew ;
Ubeda-Tomas, Susana ;
Holman, Tara J. ;
Bennett, Malcolm J. ;
Pridmore, Tony .
PLANT PHYSIOLOGY, 2009, 150 (04) :1784-1795
[7]   Accurate inference of shoot biomass from high-throughput images of cereal plants [J].
Golzarian, Mahmood R. ;
Frick, Ross A. ;
Rajendran, Karthika ;
Berger, Bettina ;
Roy, Stuart ;
Tester, Mark ;
Lun, Desmond S. .
PLANT METHODS, 2011, 7
[8]   PHENOPSIS, an automated platform for reproducible phenotyping of plant responses to soil water deficit in Arabidopsis thaliana permitted the identification of an accession with low sensitivity to soil water deficit [J].
Granier, C ;
Aguirrezabal, L ;
Chenu, K ;
Cookson, SJ ;
Dauzat, M ;
Hamard, P ;
Thioux, JJ ;
Rolland, G ;
Bouchier-Combaud, S ;
Lebaudy, A ;
Muller, B ;
Simonneau, T ;
Tardieu, F .
NEW PHYTOLOGIST, 2006, 169 (03) :623-635
[9]   Shape identification and particles size distribution from basic shape parameters using ImageJ [J].
Igathinathane, C. ;
Pordesimo, L. O. ;
Columbus, E. P. ;
Batchelor, W. D. ;
Methuku, S. R. .
COMPUTERS AND ELECTRONICS IN AGRICULTURE, 2008, 63 (02) :168-182
[10]   Major orthogonal dimensions measurement of food grains by machine vision using ImageJ [J].
Igathinathane, C. ;
Pordesimo, L. O. ;
Batchelor, W. D. .
FOOD RESEARCH INTERNATIONAL, 2009, 42 (01) :76-84
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