[1] 唐江平, 周晓飞, 贺鑫, 等.基于深度学习的新型冠状病毒肺炎诊断研究综述[J].计算机工程, 2021, 47(5):1-15. TANG J P, ZHOU X F, HE X, et al.Survey of studies of COVID-19 diagnosis based on deep learning[J].Computer Engineering, 2021, 47(5):1-15.(in Chinese) [2] XU X T, CHEN P, WANG J F, et al.Evolution of the novel coronavirus from the ongoing Wuhan outbreak and modeling of its spike protein for risk of human transmission[J].Science China Life Sciences, 2020, 63(3):457-460. [3] FISHER D, WILDER-SMITH A.The global community needs to swiftly ramp up the response to contain COVID-19[J].Lancet (London, England), 2020, 395(10230):1109-1110. [4] LEE V J, CHIEW C J, KHONG W X.Interrupting transmission of COVID-19:lessons from containment efforts in Singapore[J].Journal of Travel Medicine, 2020, 27(3):1-5. [5] LAI S, RUKTANONCHAI N W, ZHOU L, et al.Effect of non-pharmaceutical interventions for containing the COVID-19 outbreak:an observational and modelling study[J].Nature, 2020, 585:410-413. [6] 齐春阳.基于单目视觉夜间前方车辆检测与距离研究[D].长春:吉林大学, 2020. QI C Y.Research on vehicle detection and distance at night based on monocular vision[D].Changchun:Jilin University, 2020.(in Chinese) [7] BIAN S Z, ZHOU B, BELLO H, et al.A wearable magnetic field based proximity sensing system for monitoring COVID-19 social distancing[C]//Proceedings of 2020 International Symposium on Wearable Computers.New York, USA:ACM Press, 2020:1-5. [8] PUNN N S, SONBHADRA S K, AGARWAL S, et al.Monitoring COVID-19 social distancing with person detection and tracking via fine-tuned YOLOv3 and DeepSort techniques[EB/OL].[2021-10-02].https://arxiv.org/abs/2005.01385. [9] SATHYAMOORTHY A J, PATEL U, SAVLE Y A, et al.COVID-robot:monitoring social distancing constraints in crowded scenarios[EB/OL].[2021-10-02].https://arxiv.org/abs/2008.06585. [10] BOCHKOVSKIY A, WANG C Y, LIAO H Y M.YOLOv4:optimal speed and accuracy of object detection[EB/OL].[2021-10-02].https://arxiv.org/abs/2004.10934. [11] 张凯, 刘秀民, 陈玉环, 等.基于人工智能的新型冠状病毒肺炎放射科预警系统研究[J].中国医疗设备, 2020, 35(6):63-66. ZHANG K, LIU X M, CHEN Y H, et al.Research on an early warning system of Coronavirus Disease 2019 based on artificial intelligence in radiology department[J].China Medical Devices, 2020, 35(6):63-66.(in Chinese) [12] 陈新华, 蒋建文, 周华, 等.COVID-19疫情背景下的医院人工智能快速布局和发展战略探讨[J].中国工程科学, 2020, 22(2):130-137. CHEN X H, JIANG J W, ZHOU H, et al.Rapid layout and development strategy of hospital artificial intelligence during the COVID-19 pandemic[J].Strategic Study of CAE, 2020, 22(2):130-137.(in Chinese) [13] WANG C Y, MARK LIAO H Y, WU Y H, et al.CSPNet:a new backbone that can enhance learning capability of CNN[C]//Proceedings of IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops.Washington D.C., USA:IEEE Press, 2020:1571-1580. [14] 刘晓蓉, 李小霞, 秦昌辉.融合多尺度对比池化特征的行人重识别方法[J].计算机工程, 2022, 48(4):292-298. LIU X R, LI X X, QIN C H.Person re-identification method with multi-scale contrast pooling feature[J].Computer Engineering, 2022, 48(4):292-298.(in Chinese) [15] LIN T Y, DOLLÁR P, GIRSHICK R, et al.Feature pyramid networks for object detection[C]//Proceedings of IEEE Conference on Computer Vision and Pattern Recognition.Washington D.C., USA:IEEE Press, 2017:936-944. [16] 张永亮, 陆阳, 朱芜强, 等.基于多尺度特征提取和特征融合的交通标志检测[J/OL].计算机工程:1-11[2021-12-17].https://doi.org/10.19678/j.issn.1000-3428.0062282. ZHANG Y L, LU Y, ZHU W Q, et al.Traffic sign detection based on multi-scale feature extraction and feature fusion[J/OL].Computer Engineering:1-11[2021-12-17].https://doi.org/10.19678/j.issn.1000-3428.0062282. (in Chinese) [17] 彭成, 张乔虹, 唐朝晖, 等.基于YOLOv5增强模型的口罩佩戴检测方法研究[J].计算机工程, 2022, 48(4):39-49. PENG C, ZHANG Q H, TANG Z H, et al.Research on mask wearing detection method based on YOLOv5 enhancement model[J].Computer Engineering, 2022, 48(4):39-49.(in Chinese) [18] WOJKE N, BEWLEY A, PAULUS D.Simple online and realtime tracking with a deep association metric[C]//Proceedings of IEEE International Conference on Image Processing.Washington D.C., USA:IEEE Press, 2017:3645-3649. [19] BEWLEY A, GE Z Y, OTT L, et al.Simple online and realtime tracking[C]//Proceedings of IEEE International Conference on Image Processing.Washington D.C., USA:IEEE Press, 2016:3464-3468. [20] 张晶晶, 杨鹏, 刘元盛, 等.基于智能驾驶的动态目标跟踪研究[J].计算机工程, 2018, 44(7):14-19. ZHANG J J, YANG P, LIU Y S, et al.Research on dynamic target tracking based on intelligent driving[J].Computer Engineering, 2018, 44(7):14-19.(in Chinese) [21] 国务院应对新型冠状病毒感染肺炎疫情联防联控机制关于进一步做好当前新冠肺炎疫情防控工作的通知[J].中华人民共和国国务院公报, 2021(4):13-15. Notice of the State Council on the joint prevention and control mechanism for the new coronavirus pneumonia epidemic on further improving the prevention and control of the current new coronavirus pneumonia epidemic[J].Bulletin of the State Council of the People's Republic of China, 2021(4):13-15.(in Chinese) [22] REZAEI M, KLETTE R.Computer vision for driver assistance[M].Berlin, Germany:Springer, 2017. [23] REZAEI M, AZARMI M.DeepSOCIAL:social distancing monitoring and infection risk assessment in COVID-19 pandemic[EB/OL].[2021-12-17].https://arxiv.org/abs/2008.11672. [24] KARAMAN O, ALHUDHAIF A, POLAT K.Development of smart camera systems based on artificial intelligence network for social distance detection to fight against COVID-19[J].Applied Soft Computing, 2021, 110:1-10. [25] BAI J, HAO P L, CHEN S H.Traffic scene understanding using lightweight convolutional neural network image semantic segmentation[J].Journal of Automotive Safety and Energy, 2018, 9(4):433-440. [26] HUANG H Y, KUENG R, PRESKILL J.Information-theoretic bounds on quantum advantage in machine learning[J].Physical Review Letters, 2021, 126(19):1-5. |