190
Views
3
CrossRef citations to date
0
Altmetric
Research Article

Concatenating wide-parallax satellite orthoimages for simplified regional mapping via utilizing line-point consistency

ORCID Icon, , , , , , & show all
Pages 4857-4882 | Received 28 Feb 2023, Accepted 12 Jul 2023, Published online: 08 Aug 2023

References

  • Adel, E., M. Elmogy, and H. Elbakry. 2015. “Image Stitching System Based on ORB Feature-Based Technique and Compensation Blending.” International Journal of Advanced Computer Science & Applications 6 (9). https://doi.org/10.14569/ijacsa.2015.060907.
  • Brown, M., and D. G. Lowe. 2007. “Automatic Panoramic Image Stitching Using Invariant Features.” International Journal of Computer Vision 74 (1): 59–73. https://doi.org/10.1007/s11263-006-0002-3.
  • Chen, Y. S., and Y. Y. Chuang. 2016. Natural Image Stitching with the Global Similarity Prior. Paper presented at the 14th European Conference on Computer Vision (ECCV), Amsterdam, NETHERLANDS, Oct 08-16.
  • Cui, J., M. Liu, Z. Zhang, S. Yang, and J. Ning. 2021. “Robust UAV Thermal Infrared Remote Sensing Images Stitching via Overlap-Prior-Based Global Similarity Prior Model.” IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing 14:270–282. https://doi.org/10.1109/jstars.2020.3032011.
  • Dennison, P. E., and D. A. Roberts. 2003. “Endmember Selection for Multiple Endmember Spectral Mixture Analysis Using Endmember Average RMSE.” Remote Sensing of Environment 87 (2–3): 123–135. https://doi.org/10.1016/s0034-4257(03)00135-4.
  • Fan, B., F. C. Wu, Z. Y. Hu, and Ieee. 2010. Line Matching Leveraged by Point Correspondences. Paper presented at the 23rd IEEE Conference on Computer Vision and Pattern Recognition (CVPR), San Francisco, CA, Jun 13-18.
  • Fan, B., F. C. Wu, and Z. Y. Hu. 2012. “Robust Line Matching Through Line-Point Invariants.” Pattern Recognition 45 (2): 794–805. https://doi.org/10.1016/j.patcog.2011.08.004.
  • Fan, J., Y. Ye, J. Li, G. Liu, and Y. Li. 2022. “A Novel Multiscale Adaptive Binning Phase Congruency Feature for SAR and Optical Image Registration.” IEEE Transactions on Geoscience and Remote Sensing 60:1–16. https://doi.org/10.1109/tgrs.2022.3206804.
  • 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. https://doi.org/10.1145/358669.358692.
  • Fraser, C. S., and H. B. Hanley. 2005. “Bias-Compensated RPCs for Sensor Orientation of High-Resolution Satellite Imagery.” Photogrammetric Engineering and Remote Sensing 71 (8): 909–915. https://doi.org/10.14358/pers.71.8.909.
  • Gao, J. H., S. J. Kim, M. S. Brown, and Ieee. 2011. Constructing Image Panoramas Using Dual-Homography Warping. Paper presented at the IEEE Conference on Computer Vision and Pattern Recognition (CVPR), Colorado Springs, CO, Jun 20-25.
  • Grodecki, J., and G. Dial. 2003. “Block Adjustment of High-Resolution Satellite Images Described by Rational Polynomials.” Photogrammetric Engineering and Remote Sensing 69 (1): 59–68. https://doi.org/10.14358/pers.69.1.59.
  • Hao, M., M. C. Zhou, and L. P. Cai. 2021. “An Improved Graph-Cut-Based Unsupervised Change Detection Method for Multispectral Remote Sensing Images.” International Journal of Remote Sensing 42 (11): 4005–4022. https://doi.org/10.1080/01431161.2021.1881182.
  • Huang, D., C. Zhu, Y. H. Wang, and L. M. Chen. 2014. “HSOG: A Novel Local Image Descriptor Based on Histograms of the Second-Order Gradients.” IEEE Transactions on Image Processing 23 (11): 4680–4695. https://doi.org/10.1109/tip.2014.2353814.
  • Hui, W., and J. Chen. 2020. UAV Remote Sensing Image Stitching, 352–360. Springer International Publishing. https://doi.org/10.1007/978-3-030-32456-8_38.
  • Igarashi, T., and Y. Igarashi. 2009. “Implementing As-Rigid-As-Possible Shape Manipulation and Surface Flattening.” Journal of Graphics GPU and Game Tools 14 (1): 17–30. https://doi.org/10.1080/2151237X.2009.10129273.
  • Jia, Q., X. Gao, X. Fan, Z. Luo, L. Haojie, and Z. Chen. 2016. Novel Coplanar Line-Points Invariants for Robust Line Matching Across Views. Paper presented at the 14th European Conference on Computer Vision (ECCV), Amsterdam, NETHERLANDS, OCT 08-16, 2016.
  • Jia, Q., Z. Li, X. Fan, H. Zhao, S. Teng, X. Ye, and L. Jan Latecki. 2021. Leveraging Line-Point Consistence to Preserve Structures for Wide Parallax Image Stitching. Paper presented at the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR), 2021, Nashville, TN, USA.
  • Jiang, Y., K. Xu, R. Zhao, G. Zhang, K. Cheng, and P. Zhou. 2017. “Stitching Images of Dual-Cameras Onboard Satellite.” ISPRS Journal of Photogrammetry and Remote Sensing 128:274–286. https://doi.org/10.1016/j.isprsjprs.2017.03.018.
  • Liao, T., and L. Nan. 2020. “Single-Perspective Warps in Natural Image Stitching.” IEEE Transactions on Image Processing 29:724–735. https://doi.org/10.1109/tip.2019.2934344.
  • Lin, C. C., S. U. Pankanti, K. N. Ramamurthy, A. Y. Aravkin, and Ieee. 2015. Adaptive As-Natural-As-Possible Image Stitching. Paper presented at the IEEE Conference on Computer Vision and Pattern Recognition (CVPR), Boston, MA, Jun 07-12.
  • Li, L. L., and C. L. Tan. 2010. “Recognizing Planar Symbols with Severe Perspective Deformation.” Ieee Transactions on Pattern Analysis and Machine Intelligence 32 (4): 755–762. https://doi.org/10.1109/tpami.2009.196.
  • Liu, S., F. Lin, X. Tong, H. Zhang, H. Lin, H. Xie, Y. Zhen, and S. Zheng. 2022. “Dynamic PSF-Based Jitter Compensation and Quality Improvement for Push-Broom Optical Images Considering Terrain Relief and the TDI Effect.” Applied Optics 61 (16): 4655–4662. https://doi.org/10.1364/AO.453163.
  • Li, L., J. Yao, L. Xiaohu, T. Jinge, and J. Shan. 2016. “Optimal Seamline Detection for Multiple Image Mosaicking via Graph Cuts.” ISPRS Journal of Photogrammetry and Remote Sensing 113:1–16. https://doi.org/10.1016/j.isprsjprs.2015.12.007.
  • Lowe, D. G. 2004. “Distinctive Image Features from Scale-Invariant Keypoints.” International Journal of Computer Vision 60 (2): 91–110. https://doi.org/10.1023/b:visi.0000029664.99615.94.
  • Mayaux, P., G. F. De Grandi, Y. Rauste, M. Simard, and S. Saatchi. 2002. “Large-Scale Vegetation Maps Derived from the Combined L-Band GRFM and C-Band CAMP Wide Area Radar Mosaics of Central Africa.” International Journal of Remote Sensing 23 (7): 1261–1282. https://doi.org/10.1080/01431160110092894.
  • Megha, V., and K. K. Rajkumar. 2021. Automatic Satellite Image Stitching Based on Speeded Up Robust Feature. Paper presented at the 2021 International Conference on Artificial Intelligence and Machine Vision (AIMV), Gandhinagar, Gujarat, India.
  • Meng, W., S. Zhu, B. Zhu, and S. Bian. 2013. “The research of TDI-CCDs imagery stitching using information mending algorithm.” In ISPDI 2013 - Fifth International Symposium on Photoelectronic Detection and Imaging. Vol. 8908. Beijing, China: SPIE.
  • Miyoshi, G. T., N. N. Imai, A. M. G. Tommaselli, E. Honkavaara, R. Nasi, and E. A. S. Moriya. 2018. “Radiometric Block Adjustment of Hyperspectral Image Blocks in the Brazilian Environment.” International Journal of Remote Sensing 39 (15–16): 4910–4930. https://doi.org/10.1080/01431161.2018.1425570.
  • Phinn, S., M. Stanford, P. Scarth, A. T. Murray, and P. T. Shyy. 2002. “Monitoring the Composition of Urban Environments Based on the Vegetation-Impervious Surface-Soil (VIS) Model by Subpixel Analysis Techniques.” International Journal of Remote Sensing 23 (20): 4131–4153. https://doi.org/10.1080/01431160110114998.
  • Rublee, E., V. Rabaud, K. Konolige, G. Bradski, and Ieee. 2011. ORB: An Efficient Alternative to SIFT or SURF. Paper presented at the IEEE International Conference on Computer Vision (ICCV), Barcelona, SPAIN, Nov 06-13.
  • Tao, C. V., and Y. Hu. 2001. “Use of the Rational Function Model for Image Rectification.” Canadian Journal of Remote Sensing 27 (6): 593–602. https://doi.org/10.1080/07038992.2001.10854900.
  • Toutin, T. 2003. “Block Bundle Adjustment of Ikonos In-Track Images.” International Journal of Remote Sensing 24 (4): 851–857. https://doi.org/10.1080/0143116021000009877.
  • Tuna, C., G. Unal, and E. Sertel. 2018. “Single-Frame Super Resolution of Remote-Sensing Images by Convolutional Neural Networks.” International Journal of Remote Sensing 39 (8): 2463–2479. https://doi.org/10.1080/01431161.2018.1425561.
  • Wang, L., S. Y. You, U. Neumann, and Ieee. 2008. SUPPORTING RANGE and SEGMENT-BASED HYSTERESIS THRESHOLDING in EDGE DETECTION. Paper presented at the 15th IEEE International Conference on Image Processing (ICIP 2008), San Diego, CA, Oct 12-15.
  • Wang, T. Y., G. Zhang, D. R. Li, R. S. Zhao, M. J. Deng, T. Zhu, and L. Yu. 2018. “Planar Block Adjustment and Orthorectification of Chinese Spaceborne SAR YG-5 Imagery Based on RPC.” International Journal of Remote Sensing 39 (3): 640–654. https://doi.org/10.1080/01431161.2017.1388938.
  • Xie, R. P., J. M. Tu, J. Yao, M. H. Xia, and S. W. Li. 2019. “A Robust Projection Plane Selection Strategy for UAV Image Stitching.” International Journal of Remote Sensing 40 (8): 3118–3138. https://doi.org/10.1080/01431161.2018.1539273.
  • Xu, Q., L. B. Luo, J. Chen, W. P. Gong, D. H. Guo, and Ieee. 2020. UAV IMAGE MOSAICING BASED MULTI-REGION LOCAL PROJECTION DEFORMATION. Paper presented at the IEEE International Geoscience and Remote Sensing Symposium (IGARSS), Electr Network, Waikoloa, HI, USA, Sep 26Oct 02.
  • Ye, Y. X., L. Bruzzone, J. Shan, F. Bovolo, and Q. Zhu. 2019. “Fast and Robust Matching for Multimodal Remote Sensing Image Registration.” IEEE Transactions on Geoscience and Remote Sensing 57 (11): 9059–9070. https://doi.org/10.1109/tgrs.2019.2924684.
  • Yeh, C. K., and V. J. D. Tsai. 2011. SELF-CALIBRATED DIRECT GEO-REFERENCING of AIRBORNE PUSHBROOM HYPERSPECTRAL IMAGES. Paper presented at the IEEE International Geoscience and Remote Sensing Symposium (IGARSS), Vancouver, CANADA, Jul 24-29.
  • Ye, Y., B. Zhu, T. Tang, C. Yang, X. Qizhi, and G. Zhang. 2022. “A Robust Multimodal Remote Sensing Image Registration Method and System Using Steerable Filters with First- and Second-Order Gradients.” ISPRS Journal of Photogrammetry and Remote Sensing 188:331–350. https://doi.org/10.1016/j.isprsjprs.2022.04.011.
  • Yuan, X., Y. Zheng, W. Zhao, S. Jiongming, and W. Jianzhai. 2021. “Image Stitching Method by Multi‐Feature Constrained Alignment and Colour Adjustment.” IET Image Processing 15 (7): 1499–1507. https://doi.org/10.1049/ipr2.12120.
  • Zaragoza, J., T. J. Chin, M. S. Brown, D. Suter, and Ieee. 2013. As-Projective-As-Possible Image Stitching with Moving DLT. Paper presented at the 26th IEEE Conference on Computer Vision and Pattern Recognition (CVPR), Portland, OR, Jun 23-28.
  • Zhang, X. S., R. T. Feng, X. H. Li, H. F. Shen, and Z. X. Yuan. 2022. “Block Adjustment-Based Radiometric Normalization by Considering Global and Local Differences.” Ieee Geoscience and Remote Sensing Letters 19:5. https://doi.org/10.1109/lgrs.2020.3031398.
  • Zhang, L. L., and R. Koch. 2013. “An Efficient and Robust Line Segment Matching Approach Based on LBD Descriptor and Pairwise Geometric Consistency.” Journal of Visual Communication and Image Representation 24 (7): 794–805. https://doi.org/10.1016/j.jvcir.2013.05.006.
  • Zhang, Y. J., Y. Wan, X. H. Huang, and X. Ling. 2016. “DEM-Assisted RFM Block Adjustment of Pushbroom Nadir Viewing HRS Imagery.” IEEE Transactions on Geoscience and Remote Sensing 54 (2): 1025–1034. https://doi.org/10.1109/tgrs.2015.2472498.
  • Zhang, D., L. Yuan, S. Wang, H. Yu, C. Zhang, H. Daogang, G. Han, J. Wang, and Y. Wang. 2019. “Wide Swath and High Resolution Airborne HyperSpectral Imaging System and Flight Validation.” Sensors 19 (7): 1667. https://doi.org/10.3390/s19071667.
  • Zhang, Y. J., M. T. Zheng, X. D. Xiong, and J. X. Xiong. 2015. “Multistrip Bundle Block Adjustment of ZY-3 Satellite Imagery by Rigorous Sensor Model without Ground Control Point.” Ieee Geoscience and Remote Sensing Letters 12 (4): 865–869. https://doi.org/10.1109/lgrs.2014.2365210.
  • Zhou, G., and X. Liu. 2022. “Orthorectification Model for Extra-Length Linear Array Imagery.” IEEE Transactions on Geoscience and Remote Sensing 60:1–10. https://doi.org/10.1109/tgrs.2022.3223911.
  • Zhu, B., C. Yang, J. Dai, J. Fan, Y. Qin, and Y. Ye. 2023. “R₂FD₂: Fast and Robust Matching of Multimodal Remote Sensing Images via Repeatable Feature Detector and Rotation-Invariant Feature Descriptor.” IEEE Transactions on Geoscience and Remote Sensing 61:1–15. https://doi.org/10.1109/tgrs.2023.3264610.

Reprints and Corporate Permissions

Please note: Selecting permissions does not provide access to the full text of the article, please see our help page How do I view content?

To request a reprint or corporate permissions for this article, please click on the relevant link below:

Academic Permissions

Please note: Selecting permissions does not provide access to the full text of the article, please see our help page How do I view content?

Obtain permissions instantly via Rightslink by clicking on the button below:

If you are unable to obtain permissions via Rightslink, please complete and submit this Permissions form. For more information, please visit our Permissions help page.