Opto-Electronic Engineering, Volume. 51, Issue 11, 240208-1(2024)
Dual view fusion detection method for event camera detection of unmanned aerial vehicles
[1] Bouguettaya A, Zarzour H, Kechida A et al. Vehicle detection from UAV imagery with deep learning: a review[J]. IEEE Trans Neural Netw Learn Syst, 33, 6047-6067(2022).
[2] Chen H Y, Liu D B, Yan X W. Infrared image UAV target detection algorithm based on IDOU-YOLO[J]. Journal of Applied Optics, 45, 723-731(2024).
[3] Han J T, Tan K, Zhang W G et al. Identification of salt marsh vegetation “fairy circles” using random forest method and spatial-spectral data of unmanned aerial vehicle LiDAR[J]. Opto-Electron Eng, 51, 230188(2024).
[4] Park S, Choi Y. Applications of unmanned aerial vehicles in mining from exploration to reclamation: a review[J]. Minerals, 10, 663(2020).
[5] Sziroczak D, Rohacs D, Rohacs J. Review of using small UAV based meteorological measurements for road weather management[J]. Prog Aerosp Sci, 134, 100859(2022).
[7] Khan A, Gupta S, Gupta S K. Emerging UAV technology for disaster detection, mitigation, response, and preparedness[J]. J Field Robot, 39, 905-955(2022).
[8] Li Y, Liu M, Jiang D D. Application of unmanned aerial vehicles in logistics: a literature review[J]. Sustainability, 14, 14473(2022).
[9] Mademlis I, Mygdalis V, Nikolaidis N et al. High-level multiple-UAV cinematography tools for covering outdoor events[J]. IEEE Trans Broadcast, 65, 627-635(2019).
[10] Xi Y D, Yu Y, Ding Y Y et al. An optoelectronic system for fast search of low slow small target in the air[J]. Opto-Electron Eng, 45, 170654(2018).
[11] Zhang R M, Xiao Y F, Jia Z N et al. Improved YOLOv7 algorithm for target detection in complex environments from UAV perspective[J]. Opto-Electron Eng, 51, 240051(2024).
[12] Chen X, Peng D L, Gu Y. Real-time object detection for UAV images based on improved YOLOv5s[J]. Opto-Electron Eng, 49, 210372(2022).
[13] Zhang M C, Niu C H, Liu L S et al. Infrared small target detection algorithm for UAV detection system[J]. Laser Technol, 48, 114-120(2024).
[15] Chiper F L, Martian A, Vladeanu C et al. Drone detection and defense systems: Survey and a software-defined radio-based solution[J]. Sensors, 22, 1453(2022).
[16] de Quevedo Á D, Urzaiz F I, Menoyo J G et al. Drone detection and radar-cross-section measurements by RAD-DAR[J]. IET Radar Sonar Navig, 13, 1437-1447(2019).
[17] Gallego G, Delbrück T, Orchard G et al. Event-based vision: a survey[J]. IEEE Trans Pattern Anal Mach Intell, 44, 154-180(2020).
[18] Shariff W, Dilmaghani M S, Kielty P et al. Event cameras in automotive sensing: a review[J]. IEEE Access, 12, 51275-51306(2024).
[19] Paredes-Vallés F, Scheper K Y W, De Croon G C H E. Unsupervised learning of a hierarchical spiking neural network for optical flow estimation: from events to global motion perception[J]. IEEE Trans Pattern Anal Mach Intell, 42, 2051-2064(2020).
[24] Lagorce X, Orchard G, Galluppi F et al. HOTS: a hierarchy of event-based time-surfaces for pattern recognition[J]. IEEE Trans Pattern Anal Mach Intell, 39, 1346-1359(2017).
[27] Li J N, Li J, Zhu L et al. Asynchronous spatio-temporal memory network for continuous event-based object detection[J]. IEEE Trans Image Process, 31, 2975-2987(2022).
[30] Afshar S, Nicholson A P, Van S A et al. Event-based object detection and tracking for space situational awareness[J]. IEEE Sensors Journal, 20, 15117-15132(2020).
[39] Li B Y, Xiao C, Wang L G et al. Dense nested attention network for infrared small target detection[J]. IEEE Trans Image Process, 32, 1745-1758(2023).
[40] Dai Y M, Li X, Zhou F et al. One-stage cascade refinement networks for infrared small target detection[J]. IEEE Trans Geosci Remote Sens, 61, 5000917(2023).
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Miao Li, Nuo Chen, Wei An, Boyang Li, Qiang Ling, Weixing Li. Dual view fusion detection method for event camera detection of unmanned aerial vehicles[J]. Opto-Electronic Engineering, 2024, 51(11): 240208-1
Category: Article
Received: Sep. 2, 2024
Accepted: Oct. 12, 2024
Published Online: Jan. 24, 2025
The Author Email: Wei An (安玮)