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| 1 | Global Wheat Head Detection 2021:An Improved Dataset for Benchmarking Wheat Head Detection Methods显示文摘The Global Wheat Head Detection(GWHD)dataset was created in 2020 and has assembled 193,634 labelled wheat heads from 4700 RGB images acquired from various acquisition platforms and 7 countries/institutions.With an associated competition hosted in Kaggle,GWHD_2020 has successfully attracted attention from both the computer vision and agricultural science communities.From this first experience,a few avenues for improvements have been identified regarding data size,head diversity,and label reliability.To address these issues,the 2020 dataset has been reexamined,relabeled,and complemented by adding 1722 images from 5 additional countries,allowing for 81,553 additional wheat heads.We now release in 2021 a new version of the Global Wheat Head Detection dataset,which is bigger,more diverse,and less noisy than the GWHD_2020 version. | Etienne David Mario Serouart Daniel Smith Simon Madec Kaaviya Velumani Shouyang Liu Xu Wang Francisco Pinto Shahameh Shafiee Izzat SATahir Hisashi Tsujimoto Shuhei Nasuda Bangyou Zheng Norbert Kirchgessner Helge Aasen Andreas Hund Pouria Sadhegi-Tehran Koichi Nagasawa Goro Ishikawa Sébastien Dandrifosse Alexis Carlier Benjamin Dumont Benoit Mercatoris Byron Evers Ken Kuroki Haozhou Wang Masanori Ishii Minhajul ABadhon Curtis Pozniak David Shaner LeBauer Morten Lillemo Jesse Poland Scott Chapman Benoit de Solan Frédéric Baret Ian Stavness Wei Guo | 2021 | Plant Phenomics2021，3，1： | 2 |
| 2 | International vitions and goals for the earthquake engineering research institute显示文摘 | POLAND C D ALCOCER S M | 2003 | Bulletin of the New Zealand Society for Earthquake Engineering2003，36，2： | 2 |
| 3 | A comparison of trap type and height for capturing cerambycid beetles(Coleoptera)显示文摘 | GRAHAM E E POLAND T M MCCULLOUGH D G | 2006 | Journal of Economic Entomology2006，105，3： | 1 |
| 4 | Maize HapMap2 identifies extant variation from a genome in flux 显示文摘 | Jer-Ming Chia Chi Song Peter J Bradbury Denise Cos- tich Natalia de Leon John Doebley Robert J Elshire Brandon Gaut Laura Geller Jeffrey C Glaubitz Michael Gore Kate E Guill Jim Holland Matthew B Hufford Jinsheng Lai Meng Li Xin Liu Yanli Lu Richard Mc- Combie Rebecca Nelson Jesse Poland Boddupalli M Prasanna Tanja Pyhajarvi Tingzhao Rong Rajandeep S Sekhon Qi Sun Maud I Tenaillon Feng Tian Jun Wang Xun Xu Zhiwu Zhang Shawn M Kaeppler Jef- frey Ross-lbarra Michael D McMullen Edward S Buck- ler Gengyun Zhang Yunbi Xu Doreen Ware | 2012 | Nat Genet2012，，44： | 1 |
| 5 | Barley,oat and cereal-pea mixtures as dryland forage in the northern Great Plains显示文摘 | Carr P M Horsley R D Poland W W | 2004 | Agronomy Journal2004，96，： | 1 |
| 6 | Semiochemical disruption of the pine shoot beetle, Tomicus piniperda ( Coleoptera :Scolytidae) 显示文摘 | POLAND TM GROOT P D BURKE S | 2004 | En- vironmental entomology2004，33，2： | 1 |
| 7 | Kinetic studies of the alternating copolymerization of cyclic acid anhydrides and epoxides,and the terpolymerization of cyclic acid anhydrides,epoxides,and CO2catalyzed by(salen)CrIII Cl显示文摘 | DARENSBOURG D J POLAND R R KONING C E | 2012 | Macromolecules2012，45，： | 1 |
| 8 | Coagulation parameters of thawed fresh - frozen plasma during storage at different temperatures 显示文摘 | LAMBOO M POLAND D C W EIKENBOOM J C J | 2007 | Transfusion Medicine2007，17，： | 1 |
| 9 | Study of therapy resistance in cancer cells with functional proteome analysis显示文摘 | Poland J Schadendorf D Lage H | 2002 | Clin Chem Lab Med2002，40，3： | 1 |
| 10 | Analysis of possible causes of recurrent respiratory tractinfections in children from Lodz显示文摘 | Podsiadlowicz-Borzecka M Juralowicz D | 2003 | Pneumonologia Alergologia Polska2003，71，56： | 1 |
| 11 | Clinical trialof tin mesoporphyrin to prevent neonatal hyperbilirubi-nemia显示文摘 | Bhutani V K Poland R Meloy L D | 2016 | J Perinatol2016，35，7： | 1 |
| 12 | Cytomegalovirus in the brain:in vitro infection of human brain-derived cells显示文摘 | Poland S D Costello P Dekaban G A | 1990 | J Infect Dis1990，162，6： | 1 |
| 13 | Plasma concentration of C-reactive protein is increased in type Ⅰ diabetic patients without clinical macroangiopathy and correlates with markers of endothelial dysfunction:evidence for chronic inflammation显示文摘 | Schalkwijk C G Poland D C van-Dijk W | 1999 | Diabetologia1999，42，3： | 1 |
| 14 | Cytomegalovirus and Rasmussen's encephalitis 显示文摘 | POWER C POLAND S D BLUME W T | 1990 | Lancet1990，336，8726： | 1 |
| 15 | Analysis of the four alleles of the murine aryl hydrocarbon receptor显示文摘 | Poland A Palen D Glover E | 1994 | Mol Pharmacol1994，46，： | 1 |
| 16 | The Effects of Met Expectations on Newcomer Attitudes and Behaviors:A Review and Meta-Analysis显示文摘 | POLAND T D PREMACK S L DAVIS K S | 1992 | Journal of Applied Psychology1992，77，3： | 1 |
| 17 | Mitsutaka Matsumoto Low -Carbon Society Scenario: ICT and Ecodesign 显示文摘 | FUJIMOTO J POLAND D | 2009 | The Information Society2009，25，： | 1 |
| 18 | Assessment of the association between pediatric asthma and Streptococcus pyogenes upper respiratory infection显示文摘 | Frey D Jacobson R Poland G | | 0，，： | 1 |
| 19 | Analysis of possible causes of recurrent respiratory tractinfections in children from Lodz显示文摘 | Poland SI Podsiadlowicz-Borzecka M Juralowicz D | 2003 | Pneumonologia Alergologia Polska2003，71，56： | 1 |
| 20 | Barley,oat and cereal-pea mixtures as dryland forages in the northern great plains显示文摘 | Carr P M Horsley R D Poland W W | 2004 | Agron Journal2004，96，： | 1 |
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