{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,7,7]],"date-time":"2026-07-07T11:05:40Z","timestamp":1783422340659,"version":"3.54.6"},"reference-count":46,"publisher":"Informa UK Limited","issue":"1","license":[{"start":{"date-parts":[[2022,10,11]],"date-time":"2022-10-11T00:00:00Z","timestamp":1665446400000},"content-version":"vor","delay-in-days":0,"URL":"http:\/\/creativecommons.org\/licenses\/by\/4.0\/"}],"funder":[{"name":"State key Program of National Nature Science of China","award":["U20A20121"],"award-info":[{"award-number":["U20A20121"]}]},{"name":"Ningbo public welfare project","award":["202002N3109, 2022S094"],"award-info":[{"award-number":["202002N3109, 2022S094"]}]},{"name":"Zhejiang natural fund project","award":["LY21F020006"],"award-info":[{"award-number":["LY21F020006"]}]},{"name":"Ningbo","award":["2019B10125, 2019B10028, 20201ZDYF020077, 20211Z DYF020230, 2022Z074"],"award-info":[{"award-number":["2019B10125, 2019B10028, 20201ZDYF020077, 20211Z DYF020230, 2022Z074"]}]},{"name":"Ningbo Fenghua District industrial chain key core technology","award":["202106206"],"award-info":[{"award-number":["202106206"]}]},{"name":"Quzhou Science and Technology Program Project","award":["2020K06\u00a0"],"award-info":[{"award-number":["2020K06\u00a0"]}]}],"content-domain":{"domain":["www.tandfonline.com"],"crossmark-restriction":true},"short-container-title":["Connection Science"],"published-print":{"date-parts":[[2022,12,31]]},"DOI":"10.1080\/09540091.2022.2130878","type":"journal-article","created":{"date-parts":[[2022,10,11]],"date-time":"2022-10-11T16:39:16Z","timestamp":1665506356000},"page":"2481-2499","update-policy":"https:\/\/doi.org\/10.1080\/tandf_crossmark_01","source":"Crossref","is-referenced-by-count":8,"title":["A point and density map hybrid network for crowd counting and localization based on unmanned aerial vehicles"],"prefix":"10.1080","volume":"34","author":[{"given":"Lei","family":"Zhao","sequence":"first","affiliation":[{"name":"Faculty of Electrical Engineering and Computer Science, Ningbo University, Ningbo, People's Republic of China"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Zhengwei","family":"Bao","sequence":"additional","affiliation":[{"name":"Ningbo Jiwang Information Technology Co., Ltd, Ningbo, People's Republic of China"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Zhijun","family":"Xie","sequence":"additional","affiliation":[{"name":"Faculty of Electrical Engineering and Computer Science, Ningbo University, Ningbo, People's Republic of China"},{"name":"Zhejiang Engineering Research Center of Advcanced Mass spectrometry and Clinical Application, Ningbo, People's Republic of China"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Guangyan","family":"Huang","sequence":"additional","affiliation":[{"name":"School of Information Technology, Deakin University, Melbourne, Australia"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Zeeshan Ur","family":"Rehman","sequence":"additional","affiliation":[{"name":"Faculty of Electrical Engineering and Computer Science, Ningbo University, Ningbo, People's Republic of China"}],"role":[{"vocabulary":"crossref","role":"author"}]}],"member":"301","published-online":{"date-parts":[[2022,10,11]]},"reference":[{"key":"CIT0001","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR42600.2020.00465"},{"key":"CIT0002","doi-asserted-by":"publisher","DOI":"10.1109\/ACCESS.2019.2918650"},{"key":"CIT0003","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-030-01228-1_45"},{"key":"CIT0004","doi-asserted-by":"publisher","DOI":"10.1109\/CVPRW.2018.00057"},{"key":"CIT0005","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-030-66823-5_41"},{"key":"CIT0006","doi-asserted-by":"publisher","DOI":"10.1007\/s10489-019-01573-7"},{"key":"CIT0007","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2016.90"},{"key":"CIT0008","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2017.243"},{"key":"CIT0009","doi-asserted-by":"publisher","DOI":"10.1109\/ICASSP40776.2020.9053070"},{"key":"CIT0010","doi-asserted-by":"publisher","DOI":"10.1007\/s10489-018-1394-9"},{"key":"CIT0011","doi-asserted-by":"publisher","DOI":"10.1016\/j.neucom.2021.06.055"},{"key":"CIT0012","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-030-01216-8_34"},{"key":"CIT0013","unstructured":"Lempitsky, V. S. & Zisserman, A. (2010). Learning to count objects in images. In J.D. Lafferty, C.K.I. Williams, J. Shawe-Taylor, R.S. Zemel, & A. Culotta (Eds.), Advances in Neural Information Processing Systems 23: 24th Annual Conference on Neural Information Processing Systems 2010 (pp. 1324\u20131332). Curran Associates."},{"key":"CIT0014","doi-asserted-by":"publisher","DOI":"10.1109\/ICCV.2019.00615"},{"key":"CIT0015","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2018.00120"},{"key":"CIT0016","doi-asserted-by":"crossref","unstructured":"Liang, D., Xu, W. & Bai, X. (2022). An end-to-end transformer model for crowd localization. CoRR. https:\/\/arxiv.org\/abs\/2202.13065.","DOI":"10.1007\/978-3-031-19769-7_3"},{"key":"CIT0017","first-page":"1","author":"Liang D.","year":"2022","journal-title":"IEEE Transactions on Multimedia"},{"key":"CIT0018","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2017.106"},{"key":"CIT0019","doi-asserted-by":"publisher","DOI":"10.1109\/ICCV.2017.324"},{"key":"CIT0020","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2019.00131"},{"key":"CIT0021","doi-asserted-by":"publisher","DOI":"10.1109\/TCSVT.2019.2942970"},{"key":"CIT0022","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2019.00524"},{"key":"CIT0023","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2019.00663"},{"key":"CIT0024","doi-asserted-by":"crossref","DOI":"10.1109\/ACCESS.2020.3014910","volume":"8","author":"Liu Y.","year":"2020","journal-title":"IEEE Access"},{"key":"CIT0025","doi-asserted-by":"publisher","DOI":"10.1109\/ICCVW54120.2021.00317"},{"key":"CIT0026","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR52688.2022.01167"},{"key":"CIT0027","unstructured":"Loshchilov, I. & Hutter, F. (2017). SGDR: Stochastic gradient descent with warm restarts. OpenReview.net. https:\/\/openreview.net\/forum?id=Skq89Scxx."},{"key":"CIT0028","unstructured":"Loshchilov, I. & Hutter, F. (2019). Decoupled weight decay regularization. OpenReview.net. https:\/\/openreview.net\/forum?id=Bkg6RiCqY7."},{"key":"CIT0029","doi-asserted-by":"publisher","DOI":"10.1109\/ICCV.2019.00624"},{"issue":"8","key":"CIT0030","first-page":"2739","volume":"43","author":"Sam D. B.","year":"2021","journal-title":"IEEE Transactions on Pattern Analysis and Machine Intelligence"},{"key":"CIT0031","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2017.429"},{"key":"CIT0032","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2018.00550"},{"key":"CIT0033","unstructured":"Simonyan, K. & Zisserman, A. (2015). Very deep convolutional networks for large-scale image recognition. In Y. Bengio, & Y. LeCun (Eds.), 3rd International Conference on Learning Representations, ICLR 2015, Conference Track Proceedings. OpenReview.net. http:\/\/arxiv.org\/abs\/1409.1556"},{"key":"CIT0034","doi-asserted-by":"publisher","DOI":"10.1109\/AVSS.2017.8078491"},{"key":"CIT0035","doi-asserted-by":"publisher","DOI":"10.1109\/ICCV48922.2021.00335"},{"key":"CIT0036","unstructured":"Tan, M. & Le, Q. V. (2021). EfficientNetV2: Smaller models and faster training. In M. Meila, & T. Zhang (Eds.), Proceedings of the 38th International Conference on Machine Learning, ICML 2021, Virtual Event (Vol. 139, pp. 10096\u201310106). PMLR. http:\/\/proceedings.mlr.press\/v139\/tan21a.html."},{"key":"CIT0037","unstructured":"Wang, B., Liu, H., Samaras, D. & Nguyen, M. H. (2020).\u00a0Distribution matching for crowd counting. In H. Larochelle, M. Ranzato, R. Hadsell, M. Balcan, & H. Lin (Eds.), Advances in Neural Information Processing Systems 33: Annual Conference on Neural Information Processing Systems 2020, NEURIPS 2020. Virtual. https:\/\/proceedings.neurips.cc\/paper\/2020\/hash\/118bd558033a1016fcc82560c65cca5f-Abstract.html"},{"key":"CIT0038","doi-asserted-by":"publisher","DOI":"10.1109\/TPAMI.2020.3013269"},{"key":"CIT0039","doi-asserted-by":"publisher","DOI":"10.1007\/s10489-021-02537-6"},{"key":"CIT0040","doi-asserted-by":"publisher","DOI":"10.1109\/TIP.2003.819861"},{"key":"CIT0041","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR46437.2021.00772"},{"key":"CIT0042","doi-asserted-by":"publisher","DOI":"10.1007\/s11263-021-01542-z"},{"key":"CIT0043","doi-asserted-by":"publisher","DOI":"10.1109\/ICIP.2017.8296324"},{"key":"CIT0044","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2016.70"},{"key":"CIT0045","unstructured":"Zhu, P., Wen, L., Bian, X., Ling, H. & Hu, Q. (2018). Vision meets drones: A challenge. CoRR. http:\/\/arxiv.org\/abs\/1804.07437."},{"key":"CIT0046","doi-asserted-by":"publisher","DOI":"10.1109\/ACCESS.2018.2875495"}],"container-title":["Connection Science"],"original-title":[],"language":"en","link":[{"URL":"https:\/\/www.tandfonline.com\/doi\/pdf\/10.1080\/09540091.2022.2130878","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2023,4,17]],"date-time":"2023-04-17T15:25:12Z","timestamp":1681745112000},"score":1,"resource":{"primary":{"URL":"https:\/\/www.tandfonline.com\/doi\/full\/10.1080\/09540091.2022.2130878"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2022,10,11]]},"references-count":46,"journal-issue":{"issue":"1","published-print":{"date-parts":[[2022,12,31]]}},"alternative-id":["10.1080\/09540091.2022.2130878"],"URL":"https:\/\/doi.org\/10.1080\/09540091.2022.2130878","relation":{},"ISSN":["0954-0091","1360-0494"],"issn-type":[{"value":"0954-0091","type":"print"},{"value":"1360-0494","type":"electronic"}],"subject":[],"published":{"date-parts":[[2022,10,11]]},"assertion":[{"value":"The publishing and review policy for this title is described in its Aims & Scope.","order":1,"name":"peerreview_statement","label":"Peer Review Statement"},{"value":"http:\/\/www.tandfonline.com\/action\/journalInformation?show=aimsScope&journalCode=ccos20","URL":"http:\/\/www.tandfonline.com\/action\/journalInformation?show=aimsScope&journalCode=ccos20","order":2,"name":"aims_and_scope_url","label":"Aim & Scope"},{"value":"2022-07-07","order":0,"name":"received","label":"Received","group":{"name":"publication_history","label":"Publication History"}},{"value":"2022-09-23","order":2,"name":"accepted","label":"Accepted","group":{"name":"publication_history","label":"Publication History"}},{"value":"2022-10-11","order":3,"name":"published","label":"Published","group":{"name":"publication_history","label":"Publication History"}}]}}