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Articles

Ehlers pan-sharpening performance enhancement using HCS transform for n-band data sets

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Pages 4974-5002 | Received 09 Sep 2016, Accepted 08 Apr 2017, Published online: 26 May 2017

References

  • Aiazzi, B., L. Alparone, S. Baronti, A. Garzelli, and M. Selva. 2012. “Twenty-Five Years of Pansharpening: Acritical Review and New Developments.” In Signal and Image Processing for Remote Sensing, edited by C. H. Chen and F. L. Boca Raton. USA: CRC Press.
  • Amarsaikhan, D., M. Saandar, M. Ganzorig, H. H. Blotevogel, E. Egshiglen, R. Gantuyal, B. Nergui, and D. Enkhjargal. 2012. “Comparison of Multisource Image Fusion Methods and Land Cover Classification.” International Journal of Remote Sensing 33 (8): 2532–2550. doi:10.1080/01431161.2011.616552.
  • Ballester, C., V. Caselles, L. Igual, J. Verdera, and B. Rouge. 2006. “A Variational Model for P+XS Image Fusion.” International Journal of Computer Vision 69 (1): 43–58. doi:10.1007/s11263-006-6852-x.
  • Carper, W., T. Lillesand, and R. Kiefer. 1990. “The Use of Intensity-Hue-Saturation Transformations for Merging SPOT Panchromatic and Multi-Spectral Image Data.” Photogrametric Engineering and Remote Sensing 56 (4): 459–467.
  • Choi, M. 2006. “A New Intensity-Hue-Saturation Fusion Approach to Image Fusion with A Tradeoff Parameter.” IEEE Transactions on Geoscience and Remote Sensing 44 (6): 1672–1682. doi:10.1109/TGRS.2006.869923.
  • Dahiya, S., P. K. Garg, and M. K. Jat. 2013. “A Comparative Study of Various Pixel-Based Image Fusion Techniques as Applied to an Urban Environment.” International Journal of Image and Data Fusion 4 (3): 197–213. doi:10.1080/19479832.2013.778335.
  • Duran, J., A. Buades, B. Coll, and C. Sbert. 2014. “A Nonlocal Variational Model for Pansharpening Image Fusion.” SIAM Journal on Imaging Sciences 7 (2): 761–796. doi:10.1137/130928625.
  • Ehlers, M., S. Klonus, P. Johan, and P. Rosso. 2010. “Multi-Sensor Image Fusion for Pansharpening in Remote Sensing.” International Journal of Image and Data Fusion 1 (1): 25–45. doi:10.1080/19479830903561985.
  • Foo, P. H., and G. W. Ng. 2013. “High-Level Information Fusion: An Overview.” Journal of Advanced Information Fusion 8 (1): 33–72.
  • Gamba, P. 2013. “Image and Data Fusion in Remote Sensing of Urban Areas: Status, Issues and Research Trends.” International Journal of Image and Data Fusion 5 (1): 2–12. doi:10.1080/19479832.2013.848477.
  • Guo, Q., Q. Wang, M. Ehlers, and H. Q. Zhang. 2015. “Quality Studies for N-Band Image Fusion.” 2015 International Conference on Fuzzy Theory and Its Applications,Yilan, Taiwan, Nov. 18-20, 6–11.doi: 10.1109/iFUZZY.2015.7391885.
  • He, X., L. Condat, J. Bioucas-Dias, J. Chanussot, and J. Xia. 2014. “A New Pansharpening Method Based on Spatial and Spectral Sparsity Priors.” IEEE Transactions on Image Processing 23 (9): 4160–4174. doi:10.1109/TIP.2014.2333661.
  • Klonus, S., and M. Ehlers. 2007. “Image Fusion Using the Ehlers Spectral Characteristics Preservation Algorithm.” Giscience & Remote Sensing 44 (2): 93–116. doi:10.2747/1548-1603.44.2.93.
  • Kurz, F., and O. Hellwich. 2000. “Empirical Estimation of Vegetation Parameters Using Multisensor Data Fusion.” International Archives of Photogrammetry and Remote Sensing 33 (Part B7): 733–737.
  • Laben, C. A., and B. V. Brower. 2000. “Process for Enhancing the Spatial Resolution of Multispectral Imagery Using Pan-Sharpening.” U. S. Patent 6011875.
  • Li, S., J. T. Kwok, and Y. Wang. 2002. “Using the Discrete Wavelet Transform to Merge Landsat TM and SPOT Panchromatic Images.” Information Fusion 3 (1): 17–23. doi:10.1016/S1566-2535(01)00037-9.
  • Ling, Y. R., M. Ehlers, E. L. Usery, and M. Madden. 2007. “FFT-Enhanced IHS Transform Method for Fusing High-Resolution Satellite Images.” ISPRS Journal of Photogrammetry & Remote Sensing 61 (6): 381–392. doi:10.1016/j.isprsjprs.2006.11.002.
  • Liu, J. G. 2000. “Smoothing Filter Based Intensity Modulation: A Spectral Preserve Image Fusion Technique for Improving Spatial Details.” International Journal of Remote Sensing 21 (18): 3461–3472. doi:10.1080/014311600750037499.
  • Otazu, X., M. G. Audicana, O. Fors, and J. Nunez. 2005. “Introduction of Sensor Spectral Response into Image Fusion Methods. Application to Wavelet-Based Methods.” IEEE Transactions on Geoscience and Remote Sensing 43 (10): 2376–2385. doi:10.1109/TGRS.2005.856106.
  • Padwick, C., M. Deskevich, F. Pacifici, and S. Smallwood. 2010. “Worldview-2 Pan-Sharpening.” In Proceedings of ASPRS 2010 Annual Conference. San Diego, California USA. April 26-30.
  • Pohl, C., and J. L. van Genderen. 2015. “Structueing Contemporary Remote Sensing Image Fusion.” International Journal of Image and Data Fusion 6 (1): 3–21. doi:10.1080/19479832.2014.998727.
  • Pradhan, P. S., R. L. King, N. H. Younan, and D. W. Holcomb. 2006. “Estimation of the Number of Decomposition Levels for a Wavelet-Based Multiresolution Multisensor Image Fusion.” IEEE Transactions on Geoscience and Remote Sensing 44 (12): 3674–3686. doi:10.1109/TGRS.2006.881758.
  • Shah, V. P., N. H. Younan, and R. L. King. 2008. “An Efficient Pan-Sharpening Method via a Combined Adaptive-PCA Approach and Contourlets.” IEEE Transactions on Geosicence and Remote Sensing 46 (5): 1323–1335. doi:10.1109/TGRS.2008.916211.
  • Thomas, C., and L. Wald. 2005. “Assessment of the Quality of Fused Products.” In New Strategies for European Remote Sensing: Proceedings of the 24th Symposium of the European Association of Remote Sensing Laboratories, Dubrovnik, Croatia, Rotterdam: Millpress. pp. 317–325. May 25-27.
  • Thomas, C., and L. Wald. 2007. “Comparing Distances for Quality Assessment of Fused Images.” In Proceedings of the 26th Symposium of the European Association of Remote Sensing Laboratories, pp. 101–111. Varsovie, Poland: Millpress.
  • Tu, T. M., W. C. Cheng, C. P. Chang, P. S. Huang, and J. C. Chang. 2007. “Best Tradeoff for High-Resolution Image Fusion to Preserve Spatial Details and Minimize Colour Distortion.” IEEE Geoscience and Remote Sensing Letters 4 (2): 302–306. doi:10.1109/LGRS.2007.894143.
  • Tu, T. M., S. C. Su, H. C. Shyu, and P. S. Huang. 2001. “A New Look at IHS like Image Fusion Methods.” Information Fusion 2 (3): 177–186. doi:10.1016/S1566-2535(01)00036-7.
  • van der Meer, F. 1997. “What Does Multisensor Image Fusion Add in Terms of Information Content for Visual Interpretation.” International Journal of Remote Sensing 18 (2): 445–452. doi:10.1080/014311697219187.
  • Vivone, G., L. Alparone, J. Chanussot, M. Dalla Mura, A. Garzelli, G. Licciardi, R. Restaino, and L. Wald. 2015. “A Critical Comparison among Pansharpening Algorithms.” IEEE Transactions on Geoscience and Remote Sensing 53 (5): 2565–2586. doi:10.1109/TGRS.2014.2361734.
  • Vivone, G., R. Restaino, M. Dalla Mura, G. Licciardi, and J. Chanussot. 2014. “Contrast and Error-Based Fusion Schemes for Multispectral Image Pansharpening.” IEEE Geoscience and Remote Sensing Letters 11 (5): 930–934. doi:10.1109/LGRS.2013.2281996.
  • Wald, L., T. Ranchin, and M. Magolini. 1997. “Fusion of Satellite Images of Different Spatial Resolutions: Assessing the Quality of Resulting Images.” Photogrammetric Engineering and Remote Sensing 63 (6): 691–699.
  • Zhang, J. X. 2010. “Multi-Source Remote Sensing Data Fusion: Status and Trends.” International Journal of Image and Data Fusion 1 (1): 5–24. doi:10.1080/19479830903561035.
  • Zhang, Y. 2002. “Problems in the Fusion of Commercial High Resolution Satellite Images as Well as Landsat 7 Images and Initial Solutions.” International Archives of Photogrammetry and Remote Sensing 34: 7–12. (Part 4). (on CD-ROM).
  • Zhang, Y., and G. Hong. 2005. “An IHS and Wavelet Integrated Approach to Improve Pan-Sharpening Visual Quality of Natural Colour Ikonos and Quickbird Images.” Information Fusion 6 (3): 225–234. doi:10.1016/j.inffus.2004.06.009.
  • Zhang, Z., Z. Shi, and Z. An. 2013. “Hyperspectral and Panchromatic Image Fusion Using Unmixing-Based Constrained Nonnegative Matrix Factorization.” OPTIK -International Journal for Light and Electron Optics 124 (13): 1601–1608. doi:10.1016/j.ijleo.2012.04.022.
  • Zhou, J., D. L. Civco, and J. A. Silander. 1998. “A Wavelet Transform Method to Merge Landsat TM and SPOT Panchromatic Data.” International Journal of Remote Sensing 19 (4): 743–757. doi:10.1080/014311698215973.

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