Infrared and Laser Engineering, Volume. 52, Issue 7, 20220875(2023)
Cross-modal geo-localization method based on GCI-CycleGAN style translation
[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.
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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
Category: Image processing
Received: Dec. 6, 2022
Accepted: --
Published Online: Aug. 16, 2023
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