A reliable matching algorithm for heterogeneous remote sensing images considering the spatial distribution of matched features

References

• Bangsong, W, Zhang, J. Jixian, L. Lu, G. Huang, and Z. Zhao. 2015. “A Uniform SIFT-Like Algorithm for SAR Image Registration.” Geoscience and Remote Sensing Letters 12 (7): 1426. IEEE. doi:10.1109/LGRS.2015.2406336.
   Web of Science ®Google Scholar
• Bay, H., A. Ess, T. Tuytelaars and Van Gool, L. 2008. “Speeded-Up Robust Features (SURF).” Computer Vision and Image Understanding 110 (3): 346–359. doi:10.1016/j.cviu.2007.09.014.
   Web of Science ®Google Scholar
• Bian, J. W., W. Y. Lin, Y. Matsushita, S. K. Yeung, T. D. Nguyen, and M. M. Cheng. 2017. “Gms: Grid-Based Motion Statistics for Fast, Ultra-Robust Feature Correspondence.” Proceedings of the IEEE conference on computer vision and pattern recognition, 4181–4190. doi:10.1007/S11263-019-01280-3.
   Google Scholar
• Bowyer, A. 1981. “Computing Dirichlet Tessellations.” The Computer Journal 24 (2): 162–166. doi:10.1093/comjnl/24.2.162.
   Web of Science ®Google Scholar
• Chen, Z., Z. Chi, K. B. Zinglersen, Y. Tian, K. Wang, F. Hui, and X. Cheng. 2020. “A New Image Mosaic of Greenland Using Landsat-8 OLI Images.” Science Bulletin 65 (7): 522–524. doi:10.1016/j.scib.2020.01.014.
   PubMed Web of Science ®Google Scholar
• Fan, J., Y. Wu, M. Li, W. Liang, and Y. Cao. 2018. “SAR and Optical Image Registration Using Nonlinear Diffusion and Phase Congruency Structural Descriptor.” IEEE Transactions on Geoscience and Remote Sensing 56 (9): 5368–5379. doi:10.1109/TGRS.2018.2815523.
   Web of Science ®Google Scholar
• Fischler, M. A., and R. C. Bolles. 1981. “Random Sample Consensus: A Paradigm for Model Fitting with Applications to Image Analysis and Automated Cartography.” Communications of the ACM 24 (6): 381–395. doi:10.1145/358669.358692.
   Web of Science ®Google Scholar
• Goncalves, H., L. Corte-Real, and J. A. Goncalves. 2011. “Automatic Image Registration Through Image Segmentation and SIFT.” IEEE Transactions on Geoscience and Remote Sensing 49 (7): 2589–2600. doi:10.1109/TGRS.2011.2109389.
   Web of Science ®Google Scholar
• Harris, C., and M. Stephens. 1988. “A Combined Corner and Edge Detector.” Alvey Vision Conference 15 (50): 10–5244.
   Google Scholar
• Jiang, X., J. Ma, A. Fan, H. Xu, G. Lin, T. Lu, and X. Tian. 2020. “Robust Feature Matching for Remote Sensing Image Registration via Linear Adaptive Filtering.” IEEE Transactions on Geoscience and Remote Sensing 59 (2): 1577–1591. doi:10.1109/TGRS.2020.3001089.
   Web of Science ®Google Scholar
• Kakooei, M., and Y. Baleghi. 2017. “Fusion of Satellite, Aircraft, and UAV Data for Automatic Disaster Damage Assessment.” International Journal of Remote Sensing 38 (8–10): 2511–2534. doi:10.1080/01431161.2017.1294780.
   Web of Science ®Google Scholar
• Li, J., Q. Hu, and M. L. Ai. 2019. “Locality Affine-Invariant Feature Matching.” Isprs Journal of Photogrammetry and Remote Sensing 154: 28–40. doi:10.1016/j.isprsjprs.2019.05.006.
   Web of Science ®Google Scholar
• Li, J., Q. Hu, and M.R. Ai. 2019. “Multi-Modal Image Matching Based on Radiation-Variation Insensitive Feature Transform.” IEEE Transactions on Image Processing 29: 3296–3310. doi:10.1109/TIP.2019.2959244.
   Web of Science ®Google Scholar
• Li, J., Q. Hu, and M. Ai. 2020. “Robust Geometric Model Estimation Based on Scaled Welsch Q-Norm.” IEEE Transactions on Geoscience and Remote Sensing 58 (8): 5908–5921. doi:10.1109/TGRS.2020.2972982.
   Web of Science ®Google Scholar
• Li, J., Q. Hu, M. Ai, Zhong, R. 2017. “Robust Feature Matching via Support-Line Voting and Affine-Invariant Ratios.” Isprs Journal of Photogrammetry and Remote Sensing 132: 61–76. doi:10.1016/j.isprsjprs.2017.08.009.
   Web of Science ®Google Scholar
• Li, W., and H. Leung. 2004. “A Maximum Likelihood Approach for Image Registration Using Control Point and Intensity.” Image Processing IEEE Transactions On 13: 1115–1127. doi:10.1109/TIP.2004.828435.
   PubMed Web of Science ®Google Scholar
• Lin, W. Y., F. Wang, M. M. Cheng, S. -K. Yeung, P. H. S. Torr, M. N. Do, and J. Lu. 2017. “CODE: Coherence Based Decision Boundaries for Feature Correspondence.” IEEE Transactions on Pattern Analysis and Machine Intelligence 40 (1): 34–47. doi:10.1109/TPAMI.2017.2652468.
   PubMed Web of Science ®Google Scholar
• Liu, J., and G. Zeng. 2012. “Description of Interest Regions with Oriented Local Self-Similarity.” Optics Communications 285 (10–11): 2549–2557. doi:10.1016/j.optcom.2012.01.065.
   Web of Science ®Google Scholar
• Li, J., W. Xu, P. Shi, Zhang, Y. and Hu, Q. 2022. “LNIFT: Locally Normalized Image for Rotation Invariant Multimodal Feature Matching.” IEEE Transactions on Geoscience and Remote Sensing 60: 1–14. doi:10.1109/TGRS.2022.3165940.
   Web of Science ®Google Scholar
• Lowe, D. G. 2004. “Distinctive Image Features from Scale-Invariant Keypoints.” International Journal of Computer Vision 60 (2): 91–110. doi:10.1023/B:VISI.0000029664.99615.94.
   Web of Science ®Google Scholar
• Ma, J., X. Jiang, J. Jiang, J. Zhao, and X. Guo. 2019. “LMR: Learning a Two-Class Classifier for Mismatch Removal.” IEEE Transactions on Image Processing 28 (8): 4045–4059. doi:10.1109/TIP.2019.2906490.
   PubMed Web of Science ®Google Scholar
• Ma, J., J. Zhao, J. Jiang, H. Zhou, and X. Guo. 2019. “Locality Preserving Matching.” International Journal of Computer Vision 127 (5): 512–531. doi:10.1007/s11263-018-1117-z.
   Web of Science ®Google Scholar
• Mikolajczyk, K., and C. Schmid. 2004. “Scale & Affine Invariant Interest Point Detectors.” International Journal of Computer Vision 60 (1): 63–86. doi:10.1023/B:VISI.0000027790.02288.f2.
   Web of Science ®Google Scholar
• M, Y. K., E. Trulls, Y. Ono, V. Lepetit, M. Salzmann, and P. Fua. 2018. “Learning to Find Good Correspondences.” Proceedings of the IEEE conference on computer vision and pattern recognition, 2666–2674. doi:10.48550/arXiv.1711.05971.
   Google Scholar
• Paul, S., and U. C. Pati. 2016. “Remote Sensing Optical Image Registration Using Modified Uniform Robust SIFT.” IEEE Geoscience and Remote Sensing Letters 13 (9): 1300–1304. doi:10.1109/LGRS.2016.2582528.
   Web of Science ®Google Scholar
• Sedaghat, A., and H. Ebadi. 2015. “Remote Sensing Image Matching Based on Adaptive Binning SIFT Descriptor.” IEEE Transactions on Geoscience and Remote Sensing 53 (10): 5283–5293. doi:10.1109/TGRS.2015.2420659.
   Web of Science ®Google Scholar
• Sedaghat, A., and N. Mohammadi. 2018. “Uniform Competency-Based Local Feature Extraction for Remote Sensing Images.” Isprs Journal of Photogrammetry and Remote Sensing 135: 142–157. doi:10.1016/j.isprsjprs.2017.11.019.
   Web of Science ®Google Scholar
• Sedaghat, A., M. Mokhtarzade, and H. Ebadi. 2011. “Uniform Robust Scale-Invariant Feature Matching for Optical Remote Sensing Images.” IEEE Transactions on Geoscience and Remote Sensing 49 (11): 4516–4527. doi:10.1109/TGRS.2011.2144607.
   Web of Science ®Google Scholar
• Shechtman, E., and M. Irani. 2007. “Matching Local Self-Similarities Across Images and Videos.” 2007 IEEE Conference on Computer Vision and Pattern Recognition, IEEE, 1–8. doi:10.1109/CVPR.2007.383198.
   Google Scholar
• Wang, G., Y. Chen, and X. Zheng. 2018. “Gaussian Field Consensus: A Robust Nonparametric Matching Method for Outlier Rejection.” Pattern recognition 74: 305–316. doi:10.1016/j.patcog.2017.09.029.
   Web of Science ®Google Scholar
• Watson, D. F. 1981. “Computing the N-Dimensional Delaunay Tessellation with Application to Voronoi Polytopes.” The Computer Journal 24 (2): 167–172. doi:10.1093/comjnl/24.2.167.
   Web of Science ®Google Scholar
• Wu, Y., W. Ma, M. Gong, L. Su, and L. Jiao. 2014. “A Novel Point-Matching Algorithm Based on Fast Sample Consensus for Image Registration.” IEEE Geoscience and Remote Sensing Letters 12 (1): 43–47. doi:10.1109/LGRS.2014.2325970.
   Web of Science ®Google Scholar
• Xiang, Y., F. Wang, and H. You. 2018. “OS-SIFT: A Robust SIFT-Like Algorithm for High-Resolution Optical-To-SAR Image Registration in Suburban Areas.” IEEE Transactions on Geoscience and Remote Sensing 56 (6): 3078–3090. doi:10.1109/TGRS.2018.2790483.
   Web of Science ®Google Scholar
• Xue, L., S. Yang, Y. Li, and Ma, J. 2019. “An Automatic Shadow Detection Method for High-Resolution Remote Sensing Imagery Based on Polynomial Fitting.” International Journal of Remote Sensing 40 (8): 2986–3007. doi:10.1080/01431161.2018.1538586.
   Web of Science ®Google Scholar
• Xue, L., S. Yang, and Y. Liu. 2021. “Remote Sensing Image Matching Featured by the Optimal Entropy Classification.” Journal of Applied Remote Sensing 15 (4): 044515. doi:10.1117/1.JRS.15.044515.
   Web of Science ®Google Scholar
• Xu, Q., Y. Zhang, and B. Li. 2014. “Improved SIFT Match for Optical Satellite Images Registration by Size Classification of Blob-Like Structures.” Remote Sensing Letters 5 (5): 451–460. doi:10.1080/2150704X.2014.917774.
   Web of Science ®Google Scholar
• Yang, S., Y. Li, G. Feng and Zhang, L. 2014. “A Method Aimed at Automatic Landslide Extraction Based on Background Values of Satellite Imagery.” International Journal of Remote Sensing 35 (6): 2247–2266. doi:10.1080/01431161.2014.890760.
   Web of Science ®Google Scholar
• Ye, Y., and J. Shan. 2014. “A Local Descriptor Based Registration Method for Multispectral Remote Sensing Images with Non-Linear Intensity Differences.” Isprs Journal of Photogrammetry and Remote Sensing 90: 83–95. doi:10.1016/j.isprsjprs.2014.01.009.
   Web of Science ®Google Scholar
• Ye, Y., J. Shan, S. Hao, Bruzzone, L. and Qin, Y. 2018. “A Local Phase Based Invariant Feature for Remote Sensing Image Matching.” Isprs Journal of Photogrammetry and Remote Sensing 142: 205–221. doi:10.1016/j.isprsjprs.2018.06.010.
   Web of Science ®Google Scholar
• Ye, Y., L. Shen, M. Hao, Wang, J., and Xu, Z. 2017. “Robust Optical-To-SAR Image Matching Based on Shape Properties.” IEEE Geoscience and Remote Sensing Letters 14 (4): 564–568. doi:10.1109/LGRS.2017.2660067.
   Web of Science ®Google Scholar
• Yi, Z., C. Zhiguo, and X. Yang. 2008. “Multi-Spectral Remote Image Registration Based on SIFT.” Electronics letters 44 (2): 107–108. doi:10.1049/el:20082477.
   Web of Science ®Google Scholar
• Zhang, J., Q. Zhou, X. Shen, and Li, Y. 2019. “Cloud Detection in High-Resolution Remote Sensing Images Using Multi-Features of Ground Objects.” Journal of Geovisualization and Spatial Analysis 3 (2): 1–9. doi:10.1007/s41651-019-0037-y.
   Google Scholar
• Zheng, J., H. Fu, W. Li, Wu, W., Yu, L., Yuan, S., and Kanniah, K. D. 2021. “Growing Status Observation for Oil Palm Trees Using Unmanned Aerial Vehicle (UAV) Images.” Isprs Journal of Photogrammetry and Remote Sensing 173: 95–121. doi:10.1016/j.isprsjprs.2021.01.008.
   Web of Science ®Google Scholar
• Zheng, J., Q. Z. Xu, B. Zhai and Wang, Y. 2020. “Accurate Hyperspectral and Infrared Satellite Image Registration Method Using Structured Topological Constraints.” Infrared Physics & Technology 104: 103122. doi:10.1016/j.infrared.2019.103122.
   Web of Science ®Google Scholar