Combining mutual information and scale invariant feature transform for fast and robust multisensor SAR image registration

American Society for Photogrammetry and Remote Sensing Annual Conference 2009, ASPRS 2009

Volumn 2, Issue , 2009, Pages 795-806

  Suri, Sahil ^a   Schwind, Peter ^a   Reinartz, Peter ^a   Uhl, Johannes ^a  

^a GERMAN AEROSPACE CENTER DLR   (Germany)

Author keywords

[No Author keywords available]

Indexed keywords

ATTRACTIVE SOLUTIONS; COMPUTER VISION APPLICATIONS; DATA SETS; FALSE ALARMS; FEATURE-BASED; MATCHING THRESHOLD; MULTI SENSOR; MULTI-TEMPORAL; MULTIMODAL REGISTRATION; MUTUAL INFORMATIONS; NUMBER OF FALSE ALARMS; PROCESSING CHAIN; SAR IMAGES; SCALE INVARIANT FEATURE TRANSFORMS; SIFT FEATURE; SIMILARITY METRICS; SUBPIXEL REGISTRATION; URBAN AREAS;

COMPUTER VISION; ERRORS; IMAGE REGISTRATION; PHOTOGRAMMETRY; REMOTE SENSING;

SYNTHETIC APERTURE RADAR;

EID: 84868569152     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: None     Document Type: Conference Paper

References (23)

1. Brown, L.G., 1992. A Survey of Image Registration Techniques, ACM Computing Surveys, 24:325-376
2. Bovolo, F. and Bruzzone, L., 2005. A Detail-Preserving Scale-Driven Approach to Change Detection in Multitemporal SAR Images. GeoRS, 43: 2963-2972.
3. Borghys, D., Perneel, C. and Acheroy, M., 2001. A hierarchical approach for registration of high-resolution polarimetric sar images. Proceedings from the SPIE Conference on Image and Signal Processing for Remote Sensing, September 17-21, 2001
4. Chen, H., Varshney, P.K., and Arora, M.K., 2003 Mutual information based image registration for remote sensing data. International Journal of Remote Sensing, 24(18):3701-3706.
5. Cole Rhodes, A.A., Johnson, K.L., LeMoigne, J., and Zavorin, I., 2003. Multiresolution registration of remote sensing imagery by optimization of mutual information using a stochastic gradient. IEEE Trans. on Image Processing, 12(12):1495-1511.
6. Eineder, M., Breit, H., Fritz, T., Schättler, B. and Roth, A., 2005, TerraSAR-X SAR Products and Processing Algorithms. Proceedings from the IGARSS, 4870-4873, July 25-29, 2005.
7. Fischler, M.A. and Bolles, R.C., 1981, Random sample consensus: a paradigm for model fitting with applications to image analysis and automated cartography. Commun. ACM, 2:381-395.
8. Hegarat-Mascle, L., S., Zribi, M., Alem, F., Weisse, A. and Loumagne, C., 2002, Soil moisture estimation from ERS/SAR data: toward an operational methodology. IEEE Trans. on Geoscience and Remote Sensing, 40:2647-2658.
9. Hua X., Pierce, L.E., and Ulaby, F.T., 2003 Mutual information based registration of SAR images. Proceedings from the IGARSS, 6:4028-4031, 28June-02 July, 2003
10. Holden, M., Hill, D.L.G., Denton, E.R.E., Jarosz, J.M., Cox, T.C.S., Rohlfing, T., Goodey J., and Hawkes, D.J., 2000. Voxel Similarity measures for 3-D serial MR brain image registration. IEEE Transactions on Medical Imaging, 19(2):94-102.
11. Hough, P.V.C., Methods and means for recognizing complex patterns. U.S. Patent, 3069654, 1962.
12. Krieger, G., Fiedler, H., Zink, M., Hajnsek, I., Younis, M., Huber, S., Bachmann, M., Hueso Gonzalez, J., Werner, M. and Moreira, A., 2007, The TanDEM-X mission: A satellite formation for high resolution SAR interferometry. Proceedings from the International Astronautical Congress, September 24-28, 2007.
13. Li, H., Manjunath, B. and Mitra, S., 1995, A Contour-Based Approach to Multisensor Image Registration. IEEE Trans. on Imaging Processing, 4, 320-334.
14. Lowe, D., 2004, Distinctive image features from scale-invariant keypoints. International Journal of Computer Vision, 20: 91-110.
15. Lowe, D.G., 1999, Object Recognition from Local Scale-Invariant Features. Proceedings from the International Conference on Computer Vision, 1150-1157, September 20-25, 2007
16. Moghaddam, M., Dungan, J.L. and Acker, S., 2002, Forest variable estimation from fusion of SAR and multispectral optical data. IEEE Trans. on Geoscience and Remote Sensing, 40:2176-2187
17. Palubinskas, G., Meyer, F.J., Runge, H., Reinartz, P., Scheiber, R. and Bamler, R., 2005, Estimation of along-track velocity of road vehicles in SAR data. Proceedings from the SPIE conference on Image and signal processing for remote sensing, 5982:1-9, September 20-22, 2005.
18. Roth, A., 2003, TerraSAR-X: A new perspective for scientific use of high resolution spaceborne SAR data. Proceedings from the GRSS/ISPRS Joint Workshop on Remote Sensing and Data Fusion over Urban Areas URBA, May 22-23, 2003
19. Schreiber, R., Reigber, A., Ulbricht, A., Papathanassiou, K., Horn, R., Buckreuss, S. and Moreira, A., 1999, Overview of interferometric data acquisition and processing modes of the experimental airborne SAR system of DLR. Proceedings from the IGARSS 1:35-37, 28 June-02 July, 1999
20. Schwind, P., Suri, S., Reinartz, P., Siebert A., (In Press) Applicability of the SIFT operator to geometric SAR image registration. To be published in International Journal of Remote Sensing
21. Suri, S., and Reinartz, P., (2008). Application of generalized partial estimation for mutual information based registration of high resolution sar and optical imagery. Proceedings from the International Conference on Information Fusion, June 30-July 3, 2008.
22. Touzi, R., Lopes, A. and Bousquet, P., 1988, A statistical and geometrical edge detector for SAR images. IEEE Trans. Geoscience and Remote Sensing, 26:764-773.
23. Wachowiak, M.P., Smolikova, R., and Peters, T.M., 2003. Multiresolution Biomedical Image Registration Using Generalized Information Measures, Lecture Notes in Computer Science 2879 (MICCAI 2003):846-853.