Electronics Optics & Control, Volume. 31, Issue 5, 72(2024)

Target Detection in Fused Infrared and Visible Images Based on BF-YOLOv5

HAO Bo1,2, GU Jiming1,2, and LIU Livei1,2
Author Affiliations
  • 1[in Chinese]
  • 2[in Chinese]
  • show less
    References(14)

    [3] [3] GAO J,GUO Y,LIN Z,et al.Robust infrared small target detection using multiscale gray and variance difference measures[J].IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing,2018,11(12):5039-5052.

    [5] [5] CANIOU J.Passive infrared detection:theory and applications[M].New York:Springer,1999:225.

    [6] [6] GIRSHICK R.Fast R-CNN[C]//International Conference on Computer Vision.Santiago:IEEE,2015:1440-1448.

    [7] [7] REN S Q,HE K M,GIRSHICK R,et al.Faster R-CNN:towards real-time object detection with region proposal networks[J].Transactions on Pattern Analysis and Machine Intelligence,2017,39(6):1137-1149.

    [8] [8] HE K M,GKIOXARI G,DOLLR P,et al.Mask R-CNN[C]//International Conference on Computer Vision.Venice:IEEE,2017:2980-2988.

    [9] [9] LIU W,ANGUELOV D,ERHAN D,et al.SSD:single shot multibox detector[C]//European Conference on Computer Vision.Amsterdam:ECCV,2016:21-37.

    [10] [10] REDMON J,DIVVALA S,GIRSHICK R,et al.You only look once:unified,real-time object detection[C]//Conference on Computer Vision and Pattern Recognition.Las Vegas:IEEE,2016:779-788.

    [12] [12] LIU J J,ZHANG S T,WANG S,et al.Multispectral deep neural networks for pedestrian detection[R].Los Alamos:arXiv Preprint 2016:arXiv:1611.02644.

    [13] [13] PARK K,KIM S,SOHN K.Unified multi-spectral pedestrian detection based on probabilistic fusion networks[J].Pattern Recognition,2018,80:143-155.

    [14] [14] ZHANG H,FROMONT E,LEFVRE S,et al.Guided attentive feature fusion for multispectral pedestrian detection[C]//Winter Conference on Applications of Computer Vision.Waikoloa:IEEE,2021:72-80.

    [18] [18] TANG L F,YUAN J T,ZHANG H,et al.PIAFusion:a progressive infrared and visible image fusion network based on illumination aware[J].Information Fusion,2022(83-84):79-92.

    [19] [19] CAO Z W,YANG H H,ZHAO J,et al.Attention fusion for one-stage multispectral pedestrian detection[J].Sensors,2021,21(12):4184.

    [20] [20] FANG Q Y,HAN D P,WANG Z K.Cross-modality fusion transformer for multispectral object detection [R].Los Alamos:arXiv Preprint 2021:arXiv:2111.00273.

    [21] [21] CHEN Y T,SHI J H,YE Z L,et al.Multimodal object detection via probabilistic ensembling[C]//European Conference on Computer Vision.Tel Aviv:ECCV,2022:139-158.

    Tools

    Get Citation

    Copy Citation Text

    HAO Bo, GU Jiming, LIU Livei. Target Detection in Fused Infrared and Visible Images Based on BF-YOLOv5[J]. Electronics Optics & Control, 2024, 31(5): 72

    Download Citation

    EndNote(RIS)BibTexPlain Text
    Save article for my favorites
    Paper Information

    Category:

    Received: Jul. 6, 2023

    Accepted: --

    Published Online: Aug. 23, 2024

    The Author Email:

    DOI:10.3969/j.issn.1671-637x.2024.05.012

    Topics