Analysis of image fusion techniques over multispectral and microwave SAR images

International Conference on Communication and Signal Processing, ICCSP 2013 - Proceedings

Volumn , Issue , 2013, Pages 1037-1042

  Gupta, Vivek Kumar ^a   Neog, Amit ^a   Katiyar, S K ^a  

^a MAULANA AZAD NATIONAL INSTITUTE OF TECHNOLOGY   (India)

Author keywords

Image Classification Accuracy; Image Fusion Techniques; Image registration; Kappa Statistics; Synthetic Aperture Radar (SAR) image

Indexed keywords

CLASSIFICATION ACCURACY; IMAGE FUSION TECHNIQUES; INDIAN SPACE RESEARCH ORGANIZATIONS; INTENSITY HUE SATURATIONS; KAPPA STATISTIC; REMOTE SENSING APPLICATIONS; SYNTHETIC APERTURE RADAR (SAR) IMAGES; TEMPORAL AND SPECTRAL RESOLUTIONS;

COMMUNICATION; FEATURE EXTRACTION; IMAGE FUSION; IMAGE RECONSTRUCTION; IMAGE REGISTRATION; IMAGE SEGMENTATION; OBJECT RECOGNITION; PRINCIPAL COMPONENT ANALYSIS; SIGNAL PROCESSING; SPACE RESEARCH; SYNTHETIC APERTURE RADAR;

IMAGE CLASSIFICATION;

EID: 84883363616     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/iccsp.2013.6577214     Document Type: Conference Paper

References (21)

1. Yi. Yang, "A Novel Image Fusion Algorithm Based on IHS and Discrete Wavelet Transform ", Proceedings of the IEEE International conference on Automation & Logistics, Jinan, China.18-21, Aug, 2007.
2. Zhijun Wang, Djemel Ziou, Costas Armenakis, Deren Li, and Qingquan Li, "A Comparative Analysis of Image Fusion Methods, " IEEE transactions on geoscience and remote sensing, vol. 43, no. 6. 1391-1402, June 2005.
3. P. S. Chavez and J. A. Bowell, "Comparison of the spectral information content of Landsat thematic mapper and SPOT for three different sites in the Phoenix, Arizona region, " Photogramm. Eng. Remote Sens., vol. 54, no. 12. 1699-1708, 1988.
4. J. Zhou, D. L. Civco, and J. A. Silander, "A wavelet transform method to merge Landsat TM and SPOT panchromatic data, " Int. J. Remote Sens., vol. 19, no. 4. 743-757, 1998.
5. R. A. Schowengerdt, Remote Sensing: Models and Methods for Image Processing, 2nd ed. Orlando, FL: Academic, 1997.
6. S. Klonus, & M. Ehlers, "Performance of evaluation methods in image fusion", 12th International conference on information fusion Seattle, WA, USA. 1409-1416, July 6-9, 2009.
7. Pat S.Chavez Jr., Stuart C. Sides, Jeffrey A. Anderson, "Comparison of three different methods to merge multiresolution and multispectral data: Landsat-TM and SPOT panchromatic", Journal of photogrammetric Engineering & Remote Sensing, vol.57, no.3.295-303, 1991.
8. S. Klonus, M. Ehlers, "Image fusion using the Ehlers spectral characteristics preserving algorithm", Geosciences & Remote Sensing, vol.44, no.2.93-116, 2007.
9. Y. Siddiqui, "The modified IHS method for fusing satellite imagery", Proceedings of the ASPRS 2003 Annual Conference, May, 2003.
10. J. R. Jensen, "Introductory digital image processing: a remote sensing perspective", Upper saddle river: Pearson Prentice Hall, 2005.
11. J. Zhou, D. L. Civco, J. A. Silander, "A wavelet transform method to merge LANDSAT-TM and SPOT panchromatic data, " International Journal of Remote Sensing, vol.19, no.4.743-757, 1998.
12. M. Shensa, "The discrete wavelet transform", IEEE transactions on signal processing, vol. 40, no.10.2464-2482, 1992.
13. Gilbert Strang, Nguyen Truong, "Wavelets and filter banks", Wellesley-Cambridge press, 1997.
14. U. Gangkofner, D. Holcomb, "HP Resolution Merge, " ERDAS EMAGINE Help, Leica Geosystems Geospatial Imaging, LLC, 2008.
15. Luciano Alparone, Stefano Baronti, Andrea Garzelli, Filippo Nencini, "Landsat ETM+ and SAR Image Fusion Based on Generalized Intensity Modulation", IEEE Transactions on Geoscience and Remote Sensing, Vol. 42, No. 12. 2833-2839, December 2004.
16. J.A. Richards, Remote Sensing with Imaging Radar. 2009:Verlag Berlin Heidelberg: Springer, Ch.8.264-267.
17. Mahdi Hasanlou, M. R. Saradjian and F. Samadzadegan, "Satellite image fusion quality measurement by separating radiometric and geometric components", IEEE, International Symposium, Geoscience and Remote Sensing Symposium.416-419, 2012.
18. T.M. Lillesand, R.W. Kiefer, J. W. Chipman, Remote Sensing and Image Interpretation. 6th edition, 2012:John Wiley & Sons, Ch.7.585-592.
19. Jun-Wei Hsieh, Hong-Yuan Mark Liao1, Kuo-Chin Fan, Ming-Tat Ko, Yi-Ping Hung, "Image registration using a New Edge-Based Approach", Computer vision and image understanding, Vol. 67, No. 2.112-130, 1997.
20. The image tested is downloaded from Astrium-Geo [Online]. Available: http://www.astrium-geo.com/en/23-sample-imagery. Accessed on 8/Nov/2012.
21. Yun Zhang and Rakesh K. Mishra "A review and comparison of commercially available pan-sharpening techniques for high resolution satellite image fusion", IEEE, International Symposium, Geoscience and Remote Sensing Symposium.182-185, 2012.