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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 | A role for peroxisome proliferator‐activated receptor gamma in resveratrol‐induced colon cancer cell apoptosis显示文摘 | Virginie Aires Bertrand Brassart Annie Carlier Alessandra Scagliarini Stéphane Mandard Emeric Limagne Eric Solary Laurent Martiny Michel Tarpin Dominique Delmas | 2014 | Mol. Nutr. Food Res2014，，9： | 2 |
| 3 | Stent underexpansion and residual reference segment stenosis are related to stent thrombosis after sirolimus-eluting stent implantation:an intrvascular ultrasound study显示文摘 | Carlier S G Mints G S | 2005 | J Am Coll Cardiol2005，45，7： | 1 |
| 4 | Image-based gating of intravascular ultrasound pullback sequences显示文摘 | O'Malley SM Granada JF Carlier S | 2008 | IEEE Transactions on Information Technology in Biomedicine2008，12，3： | 1 |
| 5 | Carboxylic acids in the troposphere, occurrence, sources, and sinks: A review 显示文摘 | Chebbi A Carlier P | 1996 | Atmospheric Environment1996，30，24： | 1 |
| 6 | Modulation of the interaction between G-actin and thymosin beta 4 by the ATP/ADP ratio:possible implication in the regulation of actin dynamics显示文摘 | Carlier M F Jean C Rieger K J | 1993 | Proc Natl Acad Sci USA1993，90，11： | 1 |
| 7 | Bifurcation coronary lesions treated with the 'crush' technique: an intravascular ultrasound analysis 显示文摘 | Costa RA Mintz GS Carlier SG | 2005 | J Am Coll Cardiol2005，6，： | 1 |
| 8 | Metabolism of a5-nitroimidazole in susceptible and resistant isogenic strains ofBacteroides fragilis显示文摘 | Carlier JP Sellier N Ranger MN | 1997 | Antimicrob Agents Chemother1997，41，12： | 1 |
| 9 | Continuation of pregnancy after first-trimester exposure to mifepristone:an observational prospective study显示文摘 | Bernard N Elefant E Carlier P | 2013 | BJOG2013，120，5： | 1 |
| 10 | Mechanism of actin-based motility 显示文摘 | Pantaloni D Le Clainche C Carlier M F | 2001 | Science2001，292，5521： | 1 |
| 11 | Shape-driven segmentation of the arterial wall in Intravascular Ultrasound images显示文摘 | Unal G Bucher S Carlier S | 2008 | IEEE Transactions on Information Technology in Biomedicine2008，12，3： | 1 |
| 12 | Immunodiagnosis of hydatidosis using monospecific immune serum anti-Ag5显示文摘 | Bout D Carlier Y Capron A | 1979 | Biomedicine1979，31，7： | 1 |
| 13 | Association of plaquecharacterization by intravascular ultrasound virtual histology and ar-terial remodeling显示文摘 | FUJII K CARLIER S G MINTZ G S | 2005 | Am J Cardiol2005，96，11： | 1 |
| 14 | The usc moderate therapeutic hypothermia for patients with severe head injuries:apreliminary report显示文摘 | Marion DW Obrist WD Carlier PM | 1993 | J Neurosurg1993，79，3： | 1 |
| 15 | The hydrolysis of ATP that accompanies polymerization is essentially irreversible显示文摘 | Carlier M F Pantaloni D Evans J A | 1988 | FEBS Lett1988，235，12： | 1 |
| 16 | An enhanced volumetric CT study 显示文摘 | Carlier RY Safa DM Parva P Ankylosing neurogenic myositis ossificans of the hip | 2005 | J Bone Joint Surg Br2005，87，3： | 1 |
| 17 | An algorithm for solving the Jobshop problem显示文摘 | CARLIER J PINSON F | 1989 | Management Science1989，35，2： | 1 |
| 18 | An algorithm for solving the jobshop problem显示文摘 | Carlier J Pinson E | 1989 | Management Science1989，35，： | 1 |
| 19 | Perioperativemanagement of phaeochromocytoma显示文摘 | Van Braeckel P Carlier S Steelant PJ | 2009 | Acta AnaesthesiolBelg2009，60，1： | 1 |
| 20 | Adenomatoid tumor of the uterus:presentation in endometrial curettings显示文摘 | Carlier MT Dardick L Lagace AF | 1986 | Int J Gynecol Pathol1986，5，1： | 1 |
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