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| 1 | Combining computer vision and deep learning to enable ultra-scale aerial phenotyping and precision agriculture:A case study of lettuce production显示文摘Aerial imagery is regularly used by crop researchers,growers and farmers to monitor crops during the growing season.To extract meaningful information from large-scale aerial images collected from the field,high-throughput phenotypic analysis solutions are required,which not only produce high-quality measures of key crop traits,but also support professionals to make prompt and reliable crop management decisions.Here,we report AirSurf,an automated and open-source analytic platform that combines modern computer vision,up-to-date machine learning,and modular software engineering in order to measure yield-related phenotypes from ultra-large aerial imagery.To quantify millions of in-field lettuces acquired by fixed-wing light aircrafts equipped with normalised difference vegetation index(NDVI)sensors,we customised AirSurf by combining computer vision algorithms and a deep-learning classifier trained with over 100,000 labelled lettuce signals.The tailored platform,AirSurf-Lettuce,is capable of scoring and categorising iceberg lettuces with high accuracy(>98%).Furthermore,novel analysis functions have been developed to map lettuce size distribution across the field,based on which associated global positioning system(GPS)tagged harvest regions have been identified to enable growers and farmers to conduct precision agricultural practises in order to improve the actual yield as well as crop marketability before the harvest. | Alan Bauer Aaron George Bostrom Joshua Ball Christopher Applegate Tao Cheng Stephen Laycock Sergio Moreno Rojas Jacob Kirwan Ji Zhou | 2019 | Horticulture Research2019，6，1： | 14 |
| 2 | A phase 3, randomized, double-blind, placebo-controlled study of the safety and efficacy of the live, oral adenovirus type 4 and type 7 vaccine, in U.S. military recruits显示文摘 | Robert A. Kuschner Kevin L. Russell Mary Abuja Kristen M. Bauer Dennis J. Faix Howard Hait Jennifer Henrick Michael Jacobs Alan Liss Julia A. Lynch Qi Liu Arthur G. Lyons Mohammad Malik James E. Moon Jeremiah Stubbs Wellington Sun Doug Tang Andrew C. Towl | 2013 | Vaccine2013，，28： | 1 |
| 3 | Fibroepithelial Polyps Causing Ureteropelvic Junction Obstruction in Children显示文摘 | GREGORY S. ADEY SARA O. VARGAS ALAN B. RETIK JOSEPH G. BORER JAMES MANDELL W. HARDY HENDREN ROBERT L. LEBOWITZ STUART B. BAUER | 2003 | The Journal of Urology2003，，5： | 1 |
| 4 | Estimation and Mapping of Forest Stand Density, Volume,and Cover Type Using the k-nearest Neighbors Method 显示文摘 | Hector Franco Lopeza Alan R Ek Marvin E Bauer | 2001 | Remote Sensing of Environment2001，，77： | 1 |
| 5 | Delineation of Forest/Nonforest Land Use Classes Using Nearest Neighbor Methods 显示文摘 | Reija Haapanen Alan R Ek Marvin E Bauer | 2004 | Remote Sensing of Environment2004，，89： | 1 |
| 6 | Estimation and mapping of forest stand density, volume, and cover type using the knearest neighbors method显示文摘 | Franco-Lopez Hector Ek Alan R Bauer Marvin E | 2001 | Remote Sensing of Environment2001，77，3： | 1 |
| 7 | TUBULARIZED INCISED PLATE URETHROPLASTY:: EXPANDED USE IN PRIMARY AND REPEAT SURGERY FOR HYPOSPADIAS显示文摘 | JOSEPH G. BORER STUART B. BAUER CRAIG A. PETERS DAVID A. DIAMOND ANTHONY ATALA BARTLEY G. CILENTO ALAN B. RETIK | 2001 | The Journal of Urology2001，，2： | 1 |
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