{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,3,28]],"date-time":"2025-03-28T08:12:05Z","timestamp":1743149525557,"version":"3.40.3"},"publisher-location":"Cham","reference-count":15,"publisher":"Springer International Publishing","isbn-type":[{"type":"print","value":"9783030675134"},{"type":"electronic","value":"9783030675141"}],"license":[{"start":{"date-parts":[[2021,1,1]],"date-time":"2021-01-01T00:00:00Z","timestamp":1609459200000},"content-version":"tdm","delay-in-days":0,"URL":"http:\/\/www.springer.com\/tdm"},{"start":{"date-parts":[[2021,1,1]],"date-time":"2021-01-01T00:00:00Z","timestamp":1609459200000},"content-version":"vor","delay-in-days":0,"URL":"http:\/\/www.springer.com\/tdm"}],"content-domain":{"domain":["link.springer.com"],"crossmark-restriction":false},"short-container-title":[],"published-print":{"date-parts":[[2021]]},"DOI":"10.1007\/978-3-030-67514-1_35","type":"book-chapter","created":{"date-parts":[[2021,1,30]],"date-time":"2021-01-30T19:02:34Z","timestamp":1612033354000},"page":"439-449","update-policy":"https:\/\/doi.org\/10.1007\/springer_crossmark_policy","source":"Crossref","is-referenced-by-count":1,"title":["Object Recognition Through UAV Observations Based on Yolo and Generative Adversarial Network"],"prefix":"10.1007","author":[{"given":"Bo","family":"Li","sequence":"first","affiliation":[]},{"given":"Zhigang","family":"Gan","sequence":"additional","affiliation":[]},{"given":"Evgeny Sergeevich","family":"Neretin","sequence":"additional","affiliation":[]},{"given":"Zhipeng","family":"Yang","sequence":"additional","affiliation":[]}],"member":"297","published-online":{"date-parts":[[2021,1,31]]},"reference":[{"key":"35_CR1","doi-asserted-by":"crossref","unstructured":"Redmon, J., Divvala, S., Girshick, R., Farhadi, A.: You only look once: unified, real-time object detection. In: The IEEE Conference on Computer Vision and Pattern Recognition (CVPR), pp. 779\u2013788 (2016)","DOI":"10.1109\/CVPR.2016.91"},{"key":"35_CR2","unstructured":"Goodfellow, I.J., et al.: Generative Adversarial Networks, June 2014"},{"key":"35_CR3","doi-asserted-by":"crossref","unstructured":"Ledig, C., et al.: Photo-realistic single image super-resolution using a generative adversarial network. In: The IEEE Conference on Computer Vision and Pattern Recognition (CVPR), pp. 4681\u20134690 (2017)","DOI":"10.1109\/CVPR.2017.19"},{"key":"35_CR4","doi-asserted-by":"crossref","unstructured":"Simon, M., Milz, S., Amende, K., Gross, H.-M.: Complex-YOLO: real-time 3D Object detection on point clouds, September 2018","DOI":"10.1109\/CVPRW.2019.00158"},{"key":"35_CR5","unstructured":"Radford, A., Metz, L., Chintala, S.: Unsupervised representation learning with deep convolutional generative adversarial networks. In: International Conference of Learning Representation (ICLR), January 2016"},{"key":"35_CR6","unstructured":"Zeng, F., Shi, H., Wang, H.: The object recognition and adaptive threshold selection in the vision system for landing an Unmanned Aerial Vehicle. In: 2009 International Conference on Information and Automation, pp. 117\u2013122 (2009)"},{"key":"35_CR7","doi-asserted-by":"crossref","unstructured":"Kechagias-Stamatis, O., Aouf, N., Nam, D.: 3D automatic target recognition for UAV platforms. In: 2017 Sensor Signal Processing for Defence Conference (SSPD), London, pp. 1\u20135 (2017)","DOI":"10.1109\/SSPD.2017.8233223"},{"key":"35_CR8","doi-asserted-by":"crossref","unstructured":"Ibrahim, A.W.N., Ching, P.W., Seet, G.L.G., Lau, W.S.M., Czajewski, W.: Moving objects detection and tracking framework for UAV-based surveillance. In: 2010 Fourth Pacific-Rim Symposium on Image and Video Technology, Singapore, Singapore, pp. 456\u2013461 (2010)","DOI":"10.1109\/PSIVT.2010.83"},{"key":"35_CR9","doi-asserted-by":"crossref","unstructured":"Wang, C., Zhao, R., Yang, X., Wu, Q.: Research of UAV target detection and flight control based on deep learning. In: 2018 International Conference on Artificial Intelligence and Big Data (ICAIBD), Chengdu, pp. 170\u2013174 (2018)","DOI":"10.1109\/ICAIBD.2018.8396188"},{"key":"35_CR10","doi-asserted-by":"crossref","unstructured":"Li, X., Yan, B., Wang, H., Luo, X., Yang, Q., Yan, W.: Corner detection based target tracking and recognition for UAV-based patrolling system. In: 2016 IEEE International Conference on Information and Automation (ICIA), Ningbo, China, pp. 282\u2013286 (2016)","DOI":"10.1109\/ICInfA.2016.7831836"},{"key":"35_CR11","doi-asserted-by":"crossref","unstructured":"Sommer, L., Schumann, A., Muller, T., Schuchert, T., Beyerer, J.: Flying object detection for automatic UAV recognition. In: 2017 14th IEEE International Conference on Advanced Video and Signal Based Surveillance (AVSS), Lecce, Italy, pp. 1\u20136 (2017)","DOI":"10.1109\/AVSS.2017.8078557"},{"key":"35_CR12","doi-asserted-by":"crossref","unstructured":"Wang, J., Pundit, S.P., Abdelzaher, A.F., Watts, M.: Asynchronous localization of ground objects using a 2-UAV system. In: 2019 IEEE Conference on Multimedia Information Processing and Retrieval (MIPR), San Jose, CA, USA, pp. 316\u2013321 (2019)","DOI":"10.1109\/MIPR.2019.00063"},{"key":"35_CR13","doi-asserted-by":"crossref","unstructured":"Zientara, P.A., Choi, J., Sampson, J., Narayanan, V.: Drones as collaborative sensors for image recognition. In: 2018 IEEE International Conference on Consumer Electronics (ICCE), Las Vegas, NV, pp. 1\u20134 (2018)","DOI":"10.1109\/ICCE.2018.8326187"},{"issue":"3","key":"35_CR14","first-page":"165","volume":"40","author":"LI Zhe","year":"2019","unstructured":"Zhe, L.I., Jianzeng, L.I.: Analysis of blurred image restoration for small UAV. J. Ordnance Equipment Eng. 40(3), 165\u2013168 (2019)","journal-title":"J. Ordnance Equipment Eng."},{"issue":"10","key":"35_CR15","first-page":"131","volume":"40","author":"C Yang","year":"2019","unstructured":"Yang, C., Chen, D., Liu, Z., et al.: Image dehazing method based on deep learning. J. Ordnance Equipment Eng. 40(10), 131\u2013135 (2019)","journal-title":"J. Ordnance Equipment Eng."}],"container-title":["Lecture Notes of the Institute for Computer Sciences, Social Informatics and Telecommunications Engineering","IoT as a Service"],"original-title":[],"language":"en","link":[{"URL":"https:\/\/link.springer.com\/content\/pdf\/10.1007\/978-3-030-67514-1_35","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2021,4,24]],"date-time":"2021-04-24T13:05:18Z","timestamp":1619269518000},"score":1,"resource":{"primary":{"URL":"https:\/\/link.springer.com\/10.1007\/978-3-030-67514-1_35"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2021]]},"ISBN":["9783030675134","9783030675141"],"references-count":15,"URL":"https:\/\/doi.org\/10.1007\/978-3-030-67514-1_35","relation":{},"ISSN":["1867-8211","1867-822X"],"issn-type":[{"type":"print","value":"1867-8211"},{"type":"electronic","value":"1867-822X"}],"subject":[],"published":{"date-parts":[[2021]]},"assertion":[{"value":"31 January 2021","order":1,"name":"first_online","label":"First Online","group":{"name":"ChapterHistory","label":"Chapter History"}},{"value":"IoTaaS","order":1,"name":"conference_acronym","label":"Conference Acronym","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"International Conference on Internet of Things as a Service","order":2,"name":"conference_name","label":"Conference Name","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"Xi'an","order":3,"name":"conference_city","label":"Conference City","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"China","order":4,"name":"conference_country","label":"Conference Country","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"2020","order":5,"name":"conference_year","label":"Conference Year","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"19 November 2020","order":7,"name":"conference_start_date","label":"Conference Start Date","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"20 November 2020","order":8,"name":"conference_end_date","label":"Conference End Date","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"6","order":9,"name":"conference_number","label":"Conference Number","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"iotaas2020","order":10,"name":"conference_id","label":"Conference ID","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"https:\/\/iotaas.eai-conferences.org\/2020\/","order":11,"name":"conference_url","label":"Conference URL","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"Double-blind","order":1,"name":"type","label":"Type","group":{"name":"ConfEventPeerReviewInformation","label":"Peer Review Information (provided by the conference organizers)"}},{"value":"Confy+","order":2,"name":"conference_management_system","label":"Conference Management System","group":{"name":"ConfEventPeerReviewInformation","label":"Peer Review Information (provided by the conference organizers)"}},{"value":"136","order":3,"name":"number_of_submissions_sent_for_review","label":"Number of Submissions Sent for Review","group":{"name":"ConfEventPeerReviewInformation","label":"Peer Review Information (provided by the conference organizers)"}},{"value":"63","order":4,"name":"number_of_full_papers_accepted","label":"Number of Full Papers Accepted","group":{"name":"ConfEventPeerReviewInformation","label":"Peer Review Information (provided by the conference organizers)"}},{"value":"0","order":5,"name":"number_of_short_papers_accepted","label":"Number of Short Papers Accepted","group":{"name":"ConfEventPeerReviewInformation","label":"Peer Review Information (provided by the conference organizers)"}},{"value":"46% - The value is computed by the equation \"Number of Full Papers Accepted \/ Number of Submissions Sent for Review * 100\" and then rounded to a whole number.","order":6,"name":"acceptance_rate_of_full_papers","label":"Acceptance Rate of Full Papers","group":{"name":"ConfEventPeerReviewInformation","label":"Peer Review Information (provided by the conference organizers)"}},{"value":"3.69","order":7,"name":"average_number_of_reviews_per_paper","label":"Average Number of Reviews per Paper","group":{"name":"ConfEventPeerReviewInformation","label":"Peer Review Information (provided by the conference organizers)"}},{"value":"No","order":9,"name":"external_reviewers_involved","label":"External Reviewers Involved","group":{"name":"ConfEventPeerReviewInformation","label":"Peer Review Information (provided by the conference organizers)"}},{"value":"Due to COVID-19 pandemic the conference was held virtually","order":10,"name":"additional_info_on_review_process","label":"Additional Info on Review Process","group":{"name":"ConfEventPeerReviewInformation","label":"Peer Review Information (provided by the conference organizers)"}}]}}