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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 | TEM-89 beta-lactamase produced by a Proteus mirabilis clinical isolate:new complex mutant (CMT 3) with mutations in both TEM-59 (IRT-17) and TEM-3 显示文摘 | Neuwirth C Madec S Siebor E | 2001 | Antimicrob Agents Chemother2001，45，12： | 1 |
| 3 | Retention of Listeria and Salmonella cells contaminating skim milk by tangential membranemicrofiltration ('Bactocatch' process)显示文摘 | MADEC M N MEJEAN S MAUBOIS J L | 1992 | Lait1992，72，： | 1 |
| 4 | TEM-89 beta-lactamase produced by a Proteus mirabilis clinical isolate: new complex mutant (CMT 3) with mutations in both TEM-59 (IRT-17) and TEM-3 显示文摘 | Neuwirth C Madec S Siebor E | 2001 | Antimicrob Agents Chemother2001，45，12： | 1 |
| 5 | Effect of statins on soluble CD40 ligand in hypercholesterolemic Type 2 diabetic patients 显示文摘 | Santini E Madec S Corretti V | 2008 | J Endocrinol Invest2008，31，7： | 1 |
| 6 | Retinol-binding protein 4 in women with untreated essential hypertension显示文摘 | Solini A Sanlini E Madec S | 2009 | Am J Hypertens2009，22，9： | 1 |
| 7 | Wnt signaling in estrogen-induced lactotroph proliferation显示文摘 | Giles A Madec F Friedrichsen S | 2011 | J Cell Sci2011，124，： | 1 |
| 8 | Transcriptomic a- nalysis of Ruditapes philippinarum hemocytes reveals cytoskeleton disruption after in vitro Vibrio tapetis challenge显示文摘 | Brulle F Jeffroy F Madec S | 2012 | Developmental Comparative Immu- nology2012，38，2： | 1 |
| 9 | Mixed layer depth over the global ocean : an examination of profile data and a profile-based climatology 显示文摘 | DE BOYER MONTEGUT C MADEC G FISCHER A S | 2004 | J Geophys Res2004，109，12： | 1 |
| 10 | Easy DNA extraction method and optimisation of PCR-Temporal Temperature Gel Electrophoresis to identify the predominant high and low GC-content bacteria from dairy products显示文摘 | Parayre S Falentin H Madec M N | 2007 | Journal of Microbiological Methods2007，69，3： | 1 |
| 11 | Lysis of starters in UF-cheeses:behavior of mesophilic lactococci and thermophilic lactobacilli显示文摘 | HANNON J A DEUTSCH S M MADEC M N | | 0，，04： | 1 |
| 12 | Effect of statins on solubleCD40 ligand in hypercholesterolemic Type 2 diabetic patients显示文摘 | Santini E Madec S Corretti V | 2008 | JEndocrinol Invest2008，31，7： | 1 |
| 13 | TEM-89 beta -lactamase produced by a proteus mirabilis clinical isolate:new complex mutant (CMT 3) with mutations in both TEM-59 (IRT-17) andTEM-3显示文摘 | Neuwirth C Madec S Siebor E | | 0，，12： | 1 |
| 14 | Rosiglitazone increases ma- trix production and quenches inflammation: studies in human cells 显示文摘 | Solini A Santini E Madec S | 2008 | Diabetes Metab Res Rev2008，24，3： | 1 |
| 15 | Influence of three anesthetic protocols on glomerular filtration rate in dogs 显示文摘 | Fusellier M Desfontis J C Madec S | 2007 | Am J Vet Res2007，68，8： | 1 |
| 16 | Impact of barrier layer on winter-spring variability of the southeastern Arabian Sea显示文摘 | Masson S Luo J J Madec G | 2005 | Geophysical research letters2005，32，07： | 1 |
| 17 | 查看详情显示文摘 | Zaborova E Deschamp J Guieu S Blériot Y Poli G Ménand M Madec D Prestat G Sollogoub M | | 0，，： | 1 |
| 18 | Retinolbinding protein4 in women with untreated essential hypertension 显示文摘 | Solini A Santini E Madec S | 2009 | Am J Hypertens2009，22，9： | 1 |
| 19 | Retinol-bindingrotein-4 in women with untreated essential hypertension显示文摘 | SOLINI A SANTINI E MADEC S | 2009 | Am JHypertens2009，22，9： | 1 |
| 20 | Mixed layer depth over the global ocean: an examination of profile data and a profile-based eli- matology显示文摘 | De Boyer Montegut C Madec G Fischer A S | 2004 | J Geophys Res2004，109，12： | 1 |
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