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| 1 | Precise Agriculture:Effective Deep Learning Strategies to Detect Pest Insects显示文摘Pest insect monitoring and control is crucial to ensure a safe and profitable crop growth in all plantation types,as well as guarantee food quality and limited use of pesticides.We aim at extending traditional monitoring by means of traps,by involving the general public in reporting the presence of insects by using smartphones.This includes the largely unexplored problem of detecting insects in images that are taken in noncontrolled conditions.Furthermore,pest insects are,in many cases,extremely similar to other species that are harmless.Therefore,computer vision algorithms must not be fooled by these similar insects,not to raise unmotivated alarms.In this work,we study the capabilities of state-of-the-art(SoA)object detection models based on convolutional neural networks(CNN)for the task of detecting beetle-like pest insects on nonhomogeneous images taken outdoors by different sources.Moreover,we focus on disambiguating a pest insect from similar harmless species.We consider not only detection performance of different models,but also required computational resources.This study aims at providing a baseline model for this kind of tasks.Our results show the suitability of current SoA models for this application,highlighting how FasterRCNN with a MobileNetV3 backbone is a particularly good starting point for accuracy and inference execution latency.This combination provided a mean average precision score of 92.66%that can be considered qualitatively at least as good as the score obtained by other authors that adopted more specific models. | Luca Butera Alberto Ferrante Mauro Jermini Mauro Prevostini Cesare Alippi | 2022 | IEEE/CAA Journal of Automatica Sinica2022，9，2： | 3 |
| 2 | Early and late complications associated with transcatheter occlusion of secundum atrial septal defect显示文摘 | Massimo Chessa Mario Carminati Gianfranco Butera Roberta Margherita Bini Manuela Drago Luca Rosti Alessandro Giamberti Giuseppe Pomè Eduardo Bossone Alessandro Frigiola | 2002 | Journal of the American College of Cardiology2002，，6： | 2 |
| 3 | Immunity:研究开发出最优的HIV疫苗递送模式显示文摘HIV已不再占据头条新闻。这主要是因为抗逆转录病毒药物的成功开发已将HIV病毒感染导致的艾滋病(AIDS)转化为一种慢性的可控制的疾病。然而。当前在全世界大约0.367亿名HIV感染者中,仅约一半的人能够获得控制这种病毒所需的药物。与此同时。新的HIV感染率持续保持在非常高的水平,这突出强调了需要开发一种预防性疫苗。然而,几十年来。 | Matthias Pauthner Colin Havenar-Daughton Devin Sok Joseph P. Nkolola Raiza Bastidas Archana V. Boopathy Diane G. Carnathan Abishek Chandrashekar Kimberly M. Cirelli Christopher A. Cottrell Alexey M. Eroshkin Javier Guenaga Kirti Kaushik Daniel W. Kulp Jinyan Liu Laura E. McCoy Aaron L. Oom Gabriel Ozorowski Kai W. Post Shailendra K. Sharma Jon M. Steichen Steven W. de Taeye Talar Tokatlian Alba Torrents de la Peña Salvatore T. Butera Celia C. LaBranche David C. Montefiori Guido Silvestri Ian A. Wilson Darrell J. Irvine Rogier W. Sanders William R. Schief Andrew B. Ward Richard T. Wyatt Dan H. Barouch Shane Crotty Dennis R. Burton | 2017 | 现代生物医学进展2017，17，27： | 2 |
| 4 | Patients operated for tetralogy of fallot and with non-sustained ventricular tachycardia have reduced heart rate variability显示文摘 | Butera G Bonnet D Sidi D | 2004 | Herz2004，29，3： | 1 |
| 5 | Inhibition of HIV activation in latently infected cells by flavonoid compounds显示文摘 | Critchfield JW Butera ST Folks TM | | 0，，： | 1 |
| 6 | Early and late complications associated with transeatheter occlusion of seeundum atrial septal defeet显示文摘 | Chessa M Carminati M Butera G | 2002 | J Am Coll Cardiol2002，39，6： | 1 |
| 7 | Late complete artriovenous block af- ter percutaneous closure of a perimembranous ventricular septal de- fect 显示文摘 | Butera G Massimo C Mario C | 2006 | Catheter Cardiovasc Interv2006，67，6： | 1 |
| 8 | Response to Rv2628 latency antigen associates with cured tuberculosis and remote infection显示文摘 | Goletti D Butera O Vanini V | | 0，，： | 1 |
| 9 | Residual shunt after patent foramen ovale closure:preliminary results from italian patent foramen ovalesurvey显示文摘 | Caputi L Butera G Anzola G P | 2013 | J Stroke Cerebrovasc Dis2013，22，7： | 1 |
| 10 | Transcatheter closure of congenital ventricular septal defect with Amplatzer septal occluders显示文摘 | Carminati M Butera G Chessa M | 2005 | Am J Cardiol2005，96，12： | 1 |
| 11 | Characterization of regulatory T ceils identified as CD4 ( + ) CD25 (high) CD39 ( + ) in patients with active tuberculosis显示文摘 | Chiacchio T Casetti R Butera O | 2009 | Clin Exp Immunol2009，156，3： | 1 |
| 12 | Characterization of regulatory T cells identified as CD4 (+)CD25 (high)CD39(+) in patients with aclive tuberculosis显示文摘 | Chiacchio T Casetti R Butera O Vanini V Carrara S Girardi E Di Mitri D Battistini L Martini F Borsellino G Goletti D | 2009 | Clin Exp Immunol2009，156，3： | 1 |
| 13 | Transcatheter closure of Perimembranous ventricular septal defects Early and Long-Term Results 显示文摘 | Butera G Carminati M Chessa M | 2007 | J Am Coil C ardio2007，50，12： | 1 |
| 14 | Oxytrex minimizes physical dependence while providing effective analgesia: a ran- domized controlled trial in low back pain 显示文摘 | Webster LR Butera PG Moran LV | 2006 | J Pain2006，7，12： | 1 |
| 15 | Early and late complications associated with transcatheter occlusion of secundum atrial septal defect显示文摘 | Chessa M Carminati M Butera G ct al | 2002 | J Am Coll Cardiol2002，39，： | 1 |
| 16 | Percutaneous closure of ventricular septal defects in children aged《12:early and mid-term results显示文摘 | BUTERA G CARMINATI M CHESSA M | 2006 | Eur Heart J2006，27，23： | 1 |
| 17 | Acute myelogenous leukemia显示文摘 | Joshua L. Shipley James N. Butera | 2009 | Experimental Hematology2009，，6： | 1 |
| 18 | Heat capacity and thermodynamic functions of the RFe2 compounds (R=Gd,Tb,Dy,Ho,Er,Tm,Lu) over the temperature region 8 to 300 K显示文摘 | Germano D J Butera R A | | 0，，： | 1 |
| 19 | Region of difference 1 antigen - specific CD4 + memory T cells correlate with a favorable outcome of tuberculosis显示文摘 | Goletti D Butera O Bizzoni F | 2006 | JID2006，194，7： | 1 |
| 20 | Dynamic nature of errly organ dysfunction determines outcome in acute pancreatitis显示文摘 | ButerA Imrie CW Carter CR | 2002 | Br J Surg2002，89，： | 1 |
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