Image registration method using Harris Corner and modified Hausdorff distance with near set

2015 IEEE 2nd International Conference on Recent Trends in Information Systems, ReTIS 2015 - Proceedings

Volumn , Issue , 2015, Pages 393-398

  Biswas, Biswajit ^a   Chakrabarti, Amlan ^a   Dey, Kashi Nath ^a  

^a UNIVERSITY OF CALCUTTA   (India)

Author keywords

Harris Corner Detection; Image registration; Modified Hausdorff distance; Near Set; Scale invariant features

Indexed keywords

AFFINE TRANSFORMS; ALGORITHMS; COMPUTER VISION; EDGE DETECTION; FEATURE EXTRACTION; GEOMETRY; INFORMATION SYSTEMS; MEDICAL IMAGING; REMOTE SENSING;

AFFINE TRANSFORMATIONS; HARRIS CORNER DETECTION; IMAGE INTENSITY VARIATIONS; MODIFIED HAUSDORFF DISTANCE; NEAR SET; REGISTRATION ALGORITHMS; REGISTRATION METHODS; SCALE INVARIANT FEATURES;

IMAGE REGISTRATION;

EID: 84954097839     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/ReTIS.2015.7232911     Document Type: Conference Paper

References (28)

1. H. Li, B. S. Manjunath, and S. K. Mitra, A contour based approach to multisensor image registration, IEEE Trans. Image Processing, vol. 4, pp. 320-334, Mar. 1995.
2. L. G. Brown, A survey of image registration techniques, Comput. Surv., vol. 24, no. 4, pp. 325-376, 1992.
3. Q. Zheng and R. Chellappa, A computational vision approach to image registration, IEEE Trans. Image Processing, vol. 2, pp. 311-326, July 1993.
4. E. J. M. Rignot, R. Kowk, J. C. Curlander, and S. S. Pang, Automated multisensor registration: Requirements and techniques, Photogramm. Eng. Remote Sensing, vol. 57, pp. 1029-038, Aug. 1991.
5. J. Ton and A. K. Jain, Registering Landsat images by point matching, IEEE Trans. Geosci. Remote Sensing, vol. 27, pp. 642-651, Sept. 1989.
6. J. Flusser and T. Suk, A moment-based approach to registration of images with affine geometric distortion, IEEE Trans. Geosci. Remote Sensing, vol. 32, pp. 382-387, May 1994.
7. H. H. Li and Y. T. Zhou, Automatic visual/IR image registration, Opt. Eng., vol. 35, pp. 391-400, Feb. 1996.
8. B. S. Reddy and B. N. Chatterji, An FFT-based technique for translation, rotation, and scale-invariant image registration, IEEE Trans. Image Processing, vol. 5, pp. 1266-1271, Aug. 1996.
9. J. Flusser, An adaptive method for image registration, Pattern Recognit, vol. 25, no. 1, pp. 45-54, 1992.
10. Goshtasby, Registration of images with geometric distortions, IEEE Trans. Geosci. Remote Sensing, vol. 26, pp. 60-64, Jan. 1988.
11. B. Zitova, J. Flusser, Image registration methods: A survey, Image and Vision Computing, vol. 21, pp. 977-1000,2003.
12. C. Harris and M. J. Stephens, A combined corner and edge detector, In Proceed. Alvey Vision Conference, pp. 147-152, 1988.
13. C. Mikolajczyk, K. Schmid, et al., Indexing based on scale invariant interest points, Computer Vision, ICCV 2001, vol. 1, pp. 525-531, 2001.
14. D. Lowe, Distinctive image features from scale-invariant key points, In International Journal of Computer Vision, vol. 20, pp. 91-110, 2003.
15. D. H Ballard, Generalizing the hough transform to detect arbitrary shapes, Pattern Recognition, vol. 13, no. 2, pp. 111-122, 1981.
16. D. G. Lowe, Object recognition from local scale-invariant features, In Proc. of the International Conference on Computer Vision ICCV, Corfurence, pp. 1150-1157, 1999.
17. K. Mikolajczyk, T. Kadir, and L. Van Gool, A comparison of affine region detectors, Int. J. Comput. Vision, vol. 65, no. 1-2, pp. 43-72, 2005.
18. K. Mikolajczyk and C. Schmid, A performance evaluation of local descriptors, IEEE Trans. Pattern Anal. Mach. Intell., vol. 27, no. 10, pp. 1615-1630, 2005.
19. M. A. Fischler and R. C. Bolles, Random sample concensus: A paradigm for model fitting with applications to image analysis and automated cartography, ACM, vol. 24, pp. 381-395,1981.
20. T. Lindeberg, Feature detection with automatic scale selection, International Journal of Computer Vision, vol. 30, no. 2, pp. 79-116,1998.
21. A. Goshtas, 2-D and 3-D Image Registration, Willey & Sons.
22. J. F. Peters, Near sets: general theory about nearness of objects, Applied Mathematical Sciences, vol. 1, no. 53, pp. 2609-2029, 2007.
23. http://math. mu. Ac. in/mtts/downloads. html/
24. H. Goncalves, J. A. Goncalves, and L. C. Real, HAIRIS: A Method for Automatic Image Registration Through Histogram-Based Image Segmentation; IEEE Transactions on image processing, vol. 20, no. 3, March 2011.
25. T. Butz, J. Thiran, Affine registration with feature space mutual information. In: MICCAI'01. LNCS, vol. 2208. Springer, pp. 549-556, 2001.
26. L. Jicheng, W. Linlin and S. Huilin,. Hausdorff Distance Image Registration based on Features of Harris and SIFT. Information Technology Journal, vol. 12, pp. 1571-1578, 2013.
27. http://www. eros. usgs. gov/databases/
28. http://www. via. cornell. edu/databases/