Infrared and Laser Engineering, Volume. 52, Issue 7, 20220875(2023)

Cross-modal geo-localization method based on GCI-CycleGAN style translation

Qingge Li, Xiaogang Yang, Ruitao Lu, Siyu Wang, Jiwei Fan, and Hai Xia
Author Affiliations
  • Missile Engineering Institute, PLA Rocket Force University of Engineering, Xi'an 710025, China
  • show less
    References(21)

    [3] [3] Yang X, Cheng S, Xi J. Aircraft Heterogeneous Scene Matching Guidance Technology[M]. Beijing: Science Press, 2016. (in Chinese)

    [5] Y Fang, J Hu, C Du, et al. SAR-optical image matching by integrating Siamese U-Net with FFT correlation. IEEE Geoscience and Remote Sensing Letters, 19, 1-5(2021).

    [6] [6] Kwon O. Similarity measures f object matching in computer vision[D]. Engl: University of Bolton, 2016.

    [8] [8] Bay H, Tuytelaars T, Gool L V. SURF: Speeded up robust features[C]European Conference on Computer Vision, 2006: 407417.

    [9] [9] Detone D, Malisiewicz T, Rabinovich A. Superpoint: Selfsupervised interest point detection deion[C]Proceedings of the IEEE Conference on Computer Vision Pattern Recognition Wkshops, 2018: 224236.

    [10] [10] Sarlin PE, Detone D, Malisiewicz T, et al. Superglue: Learning feature matching with graph neural wks[C]Proceedings of the IEEECVF Conference on Computer Vision Pattern Recognition, 2020: 49384947.

    [11] [11] Dusmanu M, Rocco I, Pajdla T, et al. D2: A trainable cnn f joint deion detection of local features[C]Proceedings of the IEEECVF Conference on Computer Vision Pattern Recognition, 2019: 80928101.

    [12] [12] Jiang W, Trulls E, Hosang J, et al. Cotr: Crespondence transfmer f matching across images[C]Proceedings of the IEEECVF International Conference on Computer Vision, 2021: 62076217.

    [13] [13] Sun J, Shen Z, Wang Y, et al. LoFTR: Detectfree local feature matching with transfmers[C]Proceedings of the IEEECVF Conference on Computer Vision Pattern Recognition, 2021: 89228931.

    [14] [14] Efe U, Ince K G, Alatan A. Dfm: A perfmance baseline f deep feature matching[C]Proceedings of the IEEECVF Conference on Computer Vision Pattern Recognition, 2021: 42844293.

    [15] [15] Goodfellow I, PougetAbadie J, Mirza M, et al. Generative adversarial s[C]Advances in Neural Infmation Processing Systems, 2014: 139144.

    [18] [18] Zhu J, Park T, Isola P, et al. Unpaired imagetoimage translation using cycleconsistent adversarial wks[C] Proceedings of the IEEE International Conference on Computer Vision, 2017: 22232232.

    [21] [21] Zhang R, Isola P, Efros A A, et al. The unreasonable effectiveness of deep features as a perceptual metric[C]Proceedings of the IEEE Conference on Computer Vision Pattern Recognition, 2018: 586595.

    Tools

    Get Citation

    Copy Citation Text

    Qingge Li, Xiaogang Yang, Ruitao Lu, Siyu Wang, Jiwei Fan, Hai Xia. Cross-modal geo-localization method based on GCI-CycleGAN style translation[J]. Infrared and Laser Engineering, 2023, 52(7): 20220875

    Download Citation

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

    Category: Image processing

    Received: Dec. 6, 2022

    Accepted: --

    Published Online: Aug. 16, 2023

    The Author Email:

    DOI:10.3788/IRLA20220875

    Topics