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Research Article

Interferometric phase diagram generation method based on dot trace texture information and semantic segmentation of correlation coefficients

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Article: 2364678 | Received 13 Mar 2024, Accepted 31 May 2024, Published online: 14 Jun 2024

References

  • Chen B, Li Z, Zhang C, Ding M, Zhu W, Zhang S, Han B, Du J, Cao Y, Zhang C, et al. 2022. Wide area detection and distribution characteristics of landslides along Sichuan expressways. Remote Sens. 14:3431–3452.
  • Dalla Torre A, Van Leeuwen F. 2003. A detailed analysis of the operational orbit of the hipparcos satellite. Space Sci Rev. 108(3):451–470. doi: 10.1023/A:1026215716256.
  • Dellinger F, Delon J, Gousseau Y, Michel J, Tupin F. 2015. SAR-SIFT: a SIFT-like algorithm for SAR images. IEEE Trans Geosci Remote Sens. 53:453–466.
  • Fan R, Hou B, Liu J, Yang J, Hong Z. 2020. Registration of multiresolution remote sensing images based on L2-siamese model. IEEE J Sel Top Appl Earth Obs Remote Sens. 14:237–248.
  • Goldstein RM, Werner CL. 1998. Radar interferogram filtering for geophysical applications. Geophys Res Lett. 25(21):4035–4038. doi: 10.1029/1998GL900033.
  • Jiang H, Ma Y, Su Z, Dai M, Yang F, He X. 2019. Speckle-interferometric phase fringe patterns de-noising by using fringes’ direction and curvature. Opt. Lasers Eng. 119:30–36.
  • Li T, Chen KS, Lee JS. 2020. Enhanced interferometric phase noise filtering of the refined InSAR filter. IEEE Geosci Remote Sens Lett. 17:1528–1532.
  • Lowe DG. 2004. Distinctive Image Features from Scale-Invariant Keypoints. International Journal of Computer Vision. 60:91–110. 10.1023/B:VISI.0000029664.99615.94.
  • Lu Z, Kwoun O, Rykhus R. 2007. Interferometric synthetic aperture radar (InSAR): its past, present and future. Photogramm Eng Rem S. 73:217–221.
  • Mao S, Yang J, Gou S, Jiao L, Xiong T, Xiong L. 2021. Multi-scale fused SAR image registration based on deep forest. Remote Sens. 13:2227–2245.
  • Men P, Guo H, An J, Li G. 2022. An improved L2Net for repetitive texture image registration with intensity difference heterogeneous SAR images. Remote Sens. 14:2527–2547.
  • Misra I, Rohil MK, Moorthi SM, Dhar D. 2021. FIRM: framework for image registration using multistage feature detection and mode-guided motion smoothness keypoint optimization. IEEE Trans Geosci Remote Sens. 60:1–12.
  • Misra I, Rohil MK, Moorthi SM, Dhar D. 2022. Feature based remote sensing image registration techniques: a comprehensive and comparative review. Int J Remote Sens. 43(12):4477–4516. doi: 10.1080/01431161.2022.2114112.
  • Misra I, Rohil MK, Moorthi SM, Dhar D. 2023. MIRACLE: multi-satellite Island image registration using anisotropic coherence locality enhanced nonlinear diffusion and Mahalanobis distance guided marginalization. Int J Remote Sens. 44(12):3753–3776. doi: 10.1080/01431161.2023.2225713.
  • Misra I, Rohil MK, Moorthi SM, Dhar D. 2024. Direct feature extraction and image co-registration of morphological structure from Bayer pattern raw planetary images. Expert Syst Appl. 238:122274. doi: 10.1016/j.eswa.2023.122274.
  • Misra I, Rout L, Arya S, Bhateja Y, Moorthi SM, Dhar D. 2021. Phobos image enhancement using unpaired multi-frame acquisitions from Indian Mars Color Camera. Planet Space Sci. 201:105215. doi: 10.1016/j.pss.2021.105215.
  • Ni X, Cao C, Ding L, Jiang T, Zhang H, Jia H, Li G, Zhao J, Chen W, Ji W, et al. 2012. A fully automatic registration approach based on contour and SIFT for HJ-1 images. Sci China Earth Sci. 55(10):1679–1687. doi: 10.1007/s11430-012-4455-7.
  • Ordóñez Á, Acción Á, Argüello F, Heras DB. 2021. HSI-MSER: hyperspectral image registration algorithm based on MSER and SIFT. IEEE J Sel Top Appl Earth Obs Remote Sens. 14:12061–12072.
  • Pourfard M, Hosseinian T, Saeidi R, Motamedi SA, Abdollahifard MJ, Mansoori R, Safabakhsh R. 2022. KAZE-SAR: SAR image registration using KAZE detector and modified SURF descriptor for tackling speckle noise. IEEE Trans Geosci Remote Sens. 60:1–12.
  • Reddy BS, Chatterji BN. 1996. An FFT-based technique for translation, rotation, and scale-invariant image registration. IEEE Trans Image Process. 5(8):1266–1271.
  • Rublee E, Rabaud V, Konolige K, Bradski G. 2011. ORB: an efficient alternative to SIFT or SURF. In Proceedings of the 2011 International Conference on Computer Vision. 2564–2571. Barcelona, Spain.
  • Wang T, Perissin D, Rocca F, Liao MS. 2011. Three Gorges Dam stability monitoring with time-series InSAR image analysis. Sci China Earth Sci. 54(5):720–732. doi: 10.1007/s11430-010-4101-1.
  • Xiong X, Jin G, Xu Q, Liu X, Shi Q. 2024. Robust multi-view UAV SAR image registration based on selective correlation of log gradient descriptor. Int J Appl Earth Obs Geoinf. 127:103678. doi: 10.1016/j.jag.2024.103678.
  • Xu G, Gao Y, Li J, Xing M. 2020. InSAR phase denoising: a review of current technologies and future directions. IEEE Geosc Rem Sen M. 8:64–82.
  • Xu H, Li Z, Li S, Liu W, Li J, Liu A, Li W. 2021. A nonlocal noise reduction method based on fringe frequency compensation for SAR interferogram. IEEE J Sel Top Appl Earth Obs Remote Sens. 14:9756–9767.
  • Yague-Martinez N, De Zan F, Prats-Iraola P. 2017. Coregistration of interferometric stacks of sentinel-1 TOPS data. IEEE Geosci Remote Sens Lett. 14:1002–1006.
  • Yan Z, Yan H, Wang T. 2021. A fast non-local means filtering method for interferometric phase based on wavelet packet transform. Radio Sci. 56:1–14.
  • Yang H, Li X, Zhao L, Chen S. 2019. A novel coarse-to-fine scheme for remote sensing image registration based on SIFT and phase correlation. Remote Sens. 11(15):1833. doi: 10.3390/rs11151833.
  • Ye Y, Tag T, Zhu B, Yang C, Li B, Hao S. 2022. A multiscale framework with unsupervised learning for remote sensing image registration. IEEE Trans Geosci Remote Sens. 60:1–15.
  • Zhang J, Ma W, Wu Y, Jiao L. 2019. Multimodal remote sensing image registration based on image transfer and local features. IEEE Geosci Remote Sens Lett. 16:1210–1214.
  • Zhang H, Ni W, Yan W, Xiang D, Wu J, Yang X, Bian H. 2019. Registration of multimodal remote sensing image based on deep fully convolutional neural network. IEEE J Sel Top Appl Earth Obs Remote Sens. 12:3028–3042.
  • Zou W, Li Y, Li Z, Ding X. 2009. Improvement of the accuracy of InSAR image co-registration based on tie points–a review. Sensors. 9(2):1259–1281. doi: 10.3390/s90201259.