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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 | Interlay method for myringoplasy显示文摘 | Komune S Wakizono S HisAshi W | 1992 | Auris Nasus larynx1992，19，： | 1 |
| 3 | Effect of oxygen concentration on nitrification and denitrification in single activated sludge flocs显示文摘 | HISASHI S YOSHIYUKI N HIDEKI O | 2003 | Biotechnology and Bioengineering2003，83，5： | 1 |
| 4 | Expression of survivin correlates with apoptosis, proliferation and angiogenesis during human coloreetal tumorigenesis显示文摘 | Hiroshi K Masao T Hisashi S | 2001 | Cancer2001，91，11： | 1 |
| 5 | Macroscale and microscale analyses of nitrification and denitrification in biofilms attached on membrane aerated biofilm reactor显示文摘 | Hisashi S Hideki O Bian R | 2004 | Water Research2004，38，： | 1 |
| 6 | Macroscale and microscale analyses of nitrification and denitrification in biofilms attached on membrane aerated biofilm reactors显示文摘 | HISASHI S HIDEKI O BIAN R | 2004 | Water Research2004，38，7： | 1 |
| 7 | Structural analysis of suspension bridges显示文摘 | HISASHI O KOICHI S | 1984 | J Eng Mech1984，110，3： | 1 |
| 8 | Dye adsorption on mesoporous activated carbon fiber obtained from pitch containing yttrium complex 显示文摘 | Hisashi T Takeshi Y Masahiko S | 1999 | Carbon1999，37，： | 1 |
| 9 | Microbial ecology of sulfate-reducing bacteria in wastewater biofilms analyzed by microelectrodes and fish ( fluorescent in situ hybridization) technique 显示文摘 | Satoshi O Hisashi S Tsukasa I | 1999 | Water Sci Technol1999，39，7： | 1 |
| 10 | interlay method for myringoplasy显示文摘 | Komune S Wakizono S Hisashi K | 1992 | Auris Nasus Larynx1992，19，1： | 1 |
| 11 | Immunomodulatory activities of Thunberginol A and related compounds on lymphocyte proliferation 显示文摘 | Hiroshi S Hisashi M Johji Y | 1998 | Biological & Pharmaceutical Bulletin1998，21，8： | 1 |
| 12 | The role of Thunberginol A, an isocoumarin constituent of Hydrangeae dulcis folium, on the signal transmission pathway for rat mask cell degranulation显示文摘 | Hisashi M Himshi S Tadashi K | 1999 | Bio- logical & Pharmaceutical Bulletin1999，22，9： | 1 |
| 13 | Expression of survivin correlates with apoptosis, proliferation, and angiogenesis during human colorectal tumorigenesis显示文摘 | KAWASAKI H MASAO T HISASHI S | 2001 | Can2001，91，： | 1 |
| 14 | Macroscale and microscale analyses of nitrification and denitrifica-tion in biofilms attached on membrane aerated biofilm reactors 显示文摘 | HISASHI S I-IIDEKI O BIAN R | 2004 | Water Research2004，38，6： | 1 |
| 15 | Reflection high-energy electron diffraction and atomic force microscopy studies on homoepitaxial growth of SrTiO3(001) 显示文摘 | MICHIO N HIDEKI Y HISASHI S | 1998 | Physics C1998，305，： | 1 |
| 16 | Prediction of temperature rise of concrete member using mathematical model for cement hydration and microstructure formation显示文摘 | Hisashi S Yoshihiro M | | 0，，： | 1 |
| 17 | N-acylphenylalanines and related compounds:a new class of oral hypoglycemic agents显示文摘 | Hisashi S Koji T Izumi K | 1988 | J Med Chem1988，31，： | 1 |
| 18 | Development of rice 'seed-mats' consisting of hardened seeds with a cover of soil for the rice transplantor 显示文摘 | Hiroyuki S Hisashi K Kensuke O | 2008 | Plant Production Science2008，11，1： | 1 |
| 19 | N-(cyclohexycarbonyl)-D-phenylalanine and related compounds:a new class of oral hypoglycemic agents显示文摘 | Hisashi S Masahiko N Yusuke S | 1989 | J Med Chem1989，32，： | 1 |
| 20 | Preparation and characteristics of fine hollow carbon particles显示文摘 | HISASHI T TAKHIRO S HAJIME Y | 1996 | Journal of Colloid and Interface Science1996，177，2： | 1 |
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