{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,2,21]],"date-time":"2025-02-21T20:20:15Z","timestamp":1740169215845,"version":"3.37.3"},"reference-count":71,"publisher":"Institute of Electrical and Electronics Engineers (IEEE)","license":[{"start":{"date-parts":[[2021,1,1]],"date-time":"2021-01-01T00:00:00Z","timestamp":1609459200000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/creativecommons.org\/licenses\/by\/4.0\/legalcode"}],"funder":[{"DOI":"10.13039\/501100006469","name":"The Science and Technology Development Fund, Macao SAR","doi-asserted-by":"publisher","award":["0001\/2018\/AFJ"],"award-info":[{"award-number":["0001\/2018\/AFJ"]}],"id":[{"id":"10.13039\/501100006469","id-type":"DOI","asserted-by":"publisher"}]}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":["IEEE Access"],"published-print":{"date-parts":[[2021]]},"DOI":"10.1109\/access.2021.3060768","type":"journal-article","created":{"date-parts":[[2021,2,22]],"date-time":"2021-02-22T23:13:05Z","timestamp":1614035585000},"page":"33235-33254","source":"Crossref","is-referenced-by-count":0,"title":["Simple Fusion of Object Detectors for Improved Performance and Faster Deployment"],"prefix":"10.1109","volume":"9","author":[{"given":"Chan-Tong","family":"Lam","sequence":"first","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Jose","family":"Gaspar","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Wei","family":"Ke","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Marcus","family":"Im","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"263","reference":[{"key":"ref71","first-page":"740","article-title":"Microsoft COCO: Common objects in context","author":"lin","year":"2014","journal-title":"Vision Computer"},{"journal-title":"Pattern Recognition and Machine Learning","year":"2007","author":"bishop","key":"ref70"},{"key":"ref39","doi-asserted-by":"publisher","DOI":"10.1016\/j.jnca.2017.11.007"},{"key":"ref38","doi-asserted-by":"publisher","DOI":"10.1109\/ICCVW.2017.95"},{"key":"ref33","doi-asserted-by":"publisher","DOI":"10.1109\/WACV.2016.7477574"},{"key":"ref32","article-title":"Very deep convolutional networks for large-scale image recognition","author":"simonyan","year":"2014","journal-title":"arXiv 1409 1556"},{"key":"ref31","first-page":"2688","article-title":"Ensemble methods for object detection","author":"heras","year":"2020","journal-title":"Proc 24th Eur Conf Artif Intell (ECAI)"},{"key":"ref30","doi-asserted-by":"publisher","DOI":"10.1145\/3123266.3129395"},{"key":"ref37","article-title":"Weighted boxes fusion: Ensembling boxes from different object detection models","author":"solovyev","year":"2019","journal-title":"arXiv 1910 13302"},{"key":"ref36","doi-asserted-by":"publisher","DOI":"10.1109\/ICPR.2018.8545182"},{"key":"ref35","doi-asserted-by":"publisher","DOI":"10.1109\/ICCV.2011.6126229"},{"key":"ref34","doi-asserted-by":"publisher","DOI":"10.1109\/TIP.2015.2499702"},{"key":"ref60","doi-asserted-by":"publisher","DOI":"10.1007\/3-540-45014-9_7"},{"key":"ref62","doi-asserted-by":"publisher","DOI":"10.1007\/s10994-006-9449-2"},{"key":"ref61","doi-asserted-by":"publisher","DOI":"10.1109\/32.58771"},{"key":"ref63","first-page":"1133","article-title":"The sources of increased accuracy for two proposed boosting algorithms","volume":"1129","author":"skalak","year":"1996","journal-title":"Proc Amer Assoc Artif Intell AAAI Integrating Multiple Learned Models Workshop"},{"key":"ref28","doi-asserted-by":"publisher","DOI":"10.1145\/3065386"},{"key":"ref64","doi-asserted-by":"crossref","first-page":"832","DOI":"10.1109\/34.709601","article-title":"The random subspace method for constructing decision forests","volume":"20","author":"ho","year":"1998","journal-title":"IEEE Trans Pattern Anal Mach Intell"},{"key":"ref27","doi-asserted-by":"publisher","DOI":"10.1007\/s11263-015-0816-y"},{"key":"ref65","first-page":"257","article-title":"Vii. on the association of attributes in statistics: With illustrations from the material of the childhood society, &c","volume":"194","author":"yule","year":"1900","journal-title":"Philos Trans R Soc Lond Ser A Containing Papers Math Phys Character"},{"key":"ref66","doi-asserted-by":"publisher","DOI":"10.2307\/2340126"},{"key":"ref29","doi-asserted-by":"publisher","DOI":"10.1007\/s11263-009-0275-4"},{"journal-title":"Numerical Taxonomy The Principles and Practice of Numerical Classification","year":"1973","author":"sneath","key":"ref67"},{"key":"ref68","doi-asserted-by":"publisher","DOI":"10.1177\/001316446002000104"},{"key":"ref69","first-page":"211","article-title":"Pruning adaptive boosting","volume":"97","author":"margineantu","year":"1997","journal-title":"Proc ICML"},{"key":"ref2","doi-asserted-by":"publisher","DOI":"10.1109\/VTCFall.2016.7880852"},{"key":"ref1","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-030-41404-7_11"},{"key":"ref20","first-page":"21","article-title":"SSD: Single shot MultiBox detector","author":"liu","year":"2016","journal-title":"Vision Computer"},{"key":"ref22","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2017.690"},{"key":"ref21","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2016.91"},{"key":"ref24","article-title":"YOLOv4: Optimal speed and accuracy of object detection","author":"bochkovskiy","year":"2020","journal-title":"arXiv 2004 10934"},{"key":"ref23","article-title":"YOLOv3: An incremental improvement","author":"redmon","year":"2018","journal-title":"arXiv 1804 02767"},{"key":"ref26","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2009.5206848"},{"key":"ref25","first-page":"17","article-title":"Deep learning of representations for unsupervised and transfer learning","author":"bengio","year":"2012","journal-title":"Proc ICML Workshop Unsupervised Transf Learn"},{"key":"ref50","doi-asserted-by":"publisher","DOI":"10.1007\/s11263-014-0733-5"},{"key":"ref51","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2016.90"},{"key":"ref59","doi-asserted-by":"publisher","DOI":"10.1080\/095400996116820"},{"key":"ref58","first-page":"231","article-title":"Neural network ensembles, cross validation, and active learning","volume":"7","author":"krogh","year":"1994","journal-title":"Proc Adv Neural Inf Process Syst"},{"key":"ref57","doi-asserted-by":"publisher","DOI":"10.1007\/3-540-45164-1_12"},{"key":"ref56","doi-asserted-by":"publisher","DOI":"10.1016\/j.inffus.2014.02.006"},{"key":"ref55","first-page":"552","article-title":"Deep mixture of experts via shallow embedding","author":"wang","year":"2019","journal-title":"Proc 35th Conf Uncertainty Artif Intell (UAI)"},{"key":"ref54","doi-asserted-by":"publisher","DOI":"10.5220\/0007367301350144"},{"key":"ref53","doi-asserted-by":"publisher","DOI":"10.1023\/A:1010933404324"},{"key":"ref52","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2017.106"},{"key":"ref10","doi-asserted-by":"crossref","DOI":"10.1016\/j.knosys.2020.105590","article-title":"Object detection binary classifiers methodology based on deep learning to identify small objects handled similarly: Application in video surveillance","volume":"194","author":"p\u00e9rez-hern\u00e1ndez","year":"2020","journal-title":"Knowl -Based Syst"},{"key":"ref11","doi-asserted-by":"publisher","DOI":"10.1109\/IRC.2018.00043"},{"key":"ref40","doi-asserted-by":"publisher","DOI":"10.1613\/jair.614"},{"key":"ref12","doi-asserted-by":"publisher","DOI":"10.1109\/ICIP.2017.8296499"},{"key":"ref13","doi-asserted-by":"publisher","DOI":"10.1109\/TCE.2012.6311328"},{"key":"ref14","doi-asserted-by":"publisher","DOI":"10.1007\/978-981-10-3770-2_3"},{"key":"ref15","doi-asserted-by":"publisher","DOI":"10.24251\/HICSS.2019.081"},{"key":"ref16","doi-asserted-by":"publisher","DOI":"10.1109\/TITS.2020.2972974"},{"key":"ref17","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2014.81"},{"key":"ref18","doi-asserted-by":"publisher","DOI":"10.1109\/ICCV.2015.169"},{"key":"ref19","doi-asserted-by":"publisher","DOI":"10.1109\/TPAMI.2016.2577031"},{"key":"ref4","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2013.411"},{"key":"ref3","doi-asserted-by":"publisher","DOI":"10.1155\/2018\/3518959"},{"key":"ref6","doi-asserted-by":"publisher","DOI":"10.1520\/SSMS20180033"},{"key":"ref5","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-319-63309-1_65"},{"article-title":"Deep neural networks for object detection in agricultural robotics","year":"2017","author":"solberg","key":"ref8"},{"key":"ref7","doi-asserted-by":"publisher","DOI":"10.1109\/TII.2020.3001493"},{"journal-title":"The PASCAL Visual Object Classes Challenge 2007 (VOC2007) Results","year":"2007","author":"everingham","key":"ref49"},{"key":"ref9","doi-asserted-by":"publisher","DOI":"10.1016\/j.neucom.2019.04.028"},{"key":"ref46","doi-asserted-by":"publisher","DOI":"10.1023\/A:1007511322260"},{"key":"ref45","doi-asserted-by":"publisher","DOI":"10.1007\/BF00117832"},{"key":"ref48","first-page":"633","article-title":"An alternative model for mixtures of experts","author":"xu","year":"1995","journal-title":"Proc Adv Neural Inf Process Syst"},{"key":"ref47","doi-asserted-by":"publisher","DOI":"10.1162\/neco.1991.3.1.79"},{"key":"ref42","doi-asserted-by":"publisher","DOI":"10.1007\/BF00058655"},{"key":"ref41","doi-asserted-by":"publisher","DOI":"10.1109\/MCAS.2006.1688199"},{"key":"ref44","doi-asserted-by":"publisher","DOI":"10.1016\/S0893-6080(05)80023-1"},{"key":"ref43","first-page":"1612","article-title":"A short introduction to boosting","volume":"14","author":"freund","year":"1999","journal-title":"J Jpn Soc Artif Intell"}],"container-title":["IEEE Access"],"original-title":[],"link":[{"URL":"http:\/\/xplorestaging.ieee.org\/ielx7\/6287639\/9312710\/09359740.pdf?arnumber=9359740","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2021,12,17]],"date-time":"2021-12-17T19:56:57Z","timestamp":1639771017000},"score":1,"resource":{"primary":{"URL":"https:\/\/ieeexplore.ieee.org\/document\/9359740\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2021]]},"references-count":71,"URL":"https:\/\/doi.org\/10.1109\/access.2021.3060768","relation":{},"ISSN":["2169-3536"],"issn-type":[{"type":"electronic","value":"2169-3536"}],"subject":[],"published":{"date-parts":[[2021]]}}}