Journal of Applied Optics, Volume. 45, Issue 2, 346(2024)
Infrared target detection algorithm based on improved Faster R-CNN
[1] CAO Hongyan, SHEN Xiaolin, LIU Changming et al. Improved YOLOv3 infrared target detection algorithm[J]. Electronic Measurement and Instrument, 34, 188-194(20).
[2] GU Jiaojiao, LI Bingzhen, LIU Ke et al. Infrared ship target detection algorithm based on improved Faster R-CNN[J]. Infrared Technology, 43, 170-178(2021).
[4] CHEN Haiyun, YU Honghao, WANG Haichuan et al. Infrared target detection algorithm based on improved YOLOX[J]. Electronic Measurement Technology, 45, 72-81(2022).
[5] GIRSHICK R. Faster R-CNN[C], 1440-1448(2015).
[6] HE K, GKIOXARI G, DOLLÁR P et al. Mask R-CNN[C], 2961-2969(2017).
[7] CAI Z, VASCONCELOS N. Cascade R-CNN: high quality object detection and instance segmentation[J]. IEEE Transactions on Pattern Analysis and Machine Intelligence, 43, 1483-1498(2019).
[8] REDMON J, DIVVALA S, GIRSHICK R et al. You only look once: unified, real-time object detection[C], 779-788(2016).
[9] REDMON J, FARHADI A. Yolo9000: better, faster, stronger[C], 7263-7271(2017).
[11] LIN T Y, GOYAL P, GIRSHICK R et al. Focal loss for dense object detection[C], 2980-2988(2017).
[12] HU J, SHEN L, SUN G. Squeeze-and-excitation networks[C], 7132-7141(2018).
[13] QIN Z, ZHANG P, WU F et al. Fcanet: frequency channel attention networks[C], 783-792(2021).
[14] LIN T Y, DOLLÁR P, GIRSHICK R et al. Feature pyramid networks for object detection[C], 2117-2125(2017).
[15] WANG K, LIU S, QI L, QIN H et al. Path aggregation network for instance segmentation[C], 8759-8768(2018).
[17] LIN T Y, MAIRE M, BELONGIE S et al. Microsoft coco: common objects in context[C], 740-755(2014).
Get Citation
Copy Citation Text
Xichen WANG, Fulun PENG, Yexun LI, Junju ZHANG. Infrared target detection algorithm based on improved Faster R-CNN[J]. Journal of Applied Optics, 2024, 45(2): 346
Category: Research Articles
Received: Apr. 11, 2023
Accepted: --
Published Online: May. 28, 2024
The Author Email: Junju ZHANG (张俊举(1979—))