Infrared Technology, Volume. 47, Issue 3, 351(2025)
Visible and Infrared Image Matching Method Based on Multi-Scale Feature Point Extraction
[5] [5] JIANG X, MA J, XIAO G, et al. A review of multimodal image matching: methods and applications[J]. Information Fusion, 2021, 73: 22-71.
[7] [7] CUI Z, QI W, LIU Y. A fast image template matching algorithm based on normalized cross correlation[C]//Journal of Physics: Conference Series, 2020, 1693(1): 012163.
[8] [8] Lowe D G. Distinctive image features from scale-invariant keypoints[J]. International Journal of Computer Vision, 2004, 60(2): 91-110.
[9] [9] MA W, WEN Z, WU Y, et al. Remote sensing image registration with Modified SIFT and enhanced feature matching[J]. IEEE Geoscience & Remote Sensing Letters, 2016, 14(1): 3-7.
[10] [10] YE Y, SHAN J, Bruzzone L, et al. Robust registration of multimodal remote sensing images based on structural similarity[J]. arXiv preprint arXiv: 2103.16871, 2021.
[11] [11] DeTone D, Malisiewicz T, Rabinovich A. Superpoint: self-supervised interest point detection and description[C]//Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition Workshops, 2018: 224-236.
[12] [12] Dusmanu M, Rocco I, Pajdla T, et al. D2-Net: a trainable cnn for joint detection and description of local features[J]. arXiv preprint arXiv: 1905.03561, 2019.
[14] [14] ZHANG H, LI L, NI W, et al. Explore better network framework for high-resolution optical and SAR image matching[J]. IEEE Transactions on Geoscience and Remote Sensing, 2021, 60: 1-18.
[15] [15] TIAN Y, FAN B, WU F. L2-net: Deep learning of discriminative patch descriptor in euclidean space[C]//Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2017: 661-669.
[16] [16] WANG Y, YANG J, WANG L, et al. Light field image super-resolution using deformable convolution[J]. IEEE Transactions on Image Processing, 2020, 30: 1057-1071.
[17] [17] ZHANG L, Rusinkiewicz S. Learning to detect features in texture images[C]//Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2018: 6325-6333.
[18] [18] JIA X, ZHU C, LI M, et al. LLVIP: A visible-infrared paired dataset for low-light vision[C]//Proceedings of the IEEE/CVF International Conference on Computer Vision, 2021: 3496-3504.
[19] [19] Toet A. The TNO multiband image data collection[J]. Data in Brief, 2017, 15: 249-251.
[20] [20] Ghazali K H B, MA J. An innovative face detection based on skin color segmentation[J]. International Journal of Computer Applications, 2011, 34(2): 6-10.
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LI Ziqian, BAN Yanwameng, LIU Yun, HE Dong, DU Rucai. Visible and Infrared Image Matching Method Based on Multi-Scale Feature Point Extraction[J]. Infrared Technology, 2025, 47(3): 351