Image alignment using learning prior appearance model

Proceedings - International Conference on Image Processing, ICIP

Volumn , Issue , 2006, Pages 341-344

  El Bazl, Ayman ^a   Farag, Aly ^a   Gimel'farb, Georgy ^b   Abdel Hakim, Alaa E ^a  

^a University of Louisville   (United States)

^b UNIVERSITY OF AUCKLAND   (New Zealand)

Author keywords

Appearance model; Markov Gibbs random field; Registration

Indexed keywords

AFFINE TRANSFORMATIONS; APPEARANCE MODELS; AUTOMATIC INITIALIZATION; COMPLEX OBJECTS; CONVENTIONAL ALGORITHMS; GIBBS ENERGY; GRADIENT SEARCH; IMAGE ALIGNMENT; MARKOV-GIBBS RANDOM FIELDS; NEW APPROACHES; PAIRWISE INTERACTION; REGISTRATION; TEXTURED OBJECTS; VISUAL APPEARANCE;

IMAGING SYSTEMS; VISUALIZATION;

IMAGE PROCESSING;

EID: 70450142530     PISSN: 15224880     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/ICIP.2006.313163     Document Type: Conference Paper

References (12)

1. B. Zitova and J. Flusser, "Image registration methods: a survey," Image and Vision Computing, vol. 21, pp. 977- 1000, 2003.
2. M. Holm, "Towards automatic rectification of satellite images using feature based matching," Proc. Int. Geoscience and Remote Sensing Symp. IGARSS'91, Espoo, Finland, 1991, pp. 2439-2442.
3. J. W. Hsieh et al., "Image registration using a new edgebased approach," Computer Vision and Image Understanding, vol. 67, pp. 112-130, 1997.
4. M. Sester, H. Hild, D. Fritsch, "Definition of ground control features for image registration using GIS data," Proc. Symp. on Object Recognition and Scene Classification from Multispectral and Multisensor Pixels, CDROM, Columbus, Ohio, 1998.
5. M. Roux, "Automatic registration of SPOT images and digitized maps," Proc. IEEE Int. Conf: on Image Processing ICIP'96, Lausanne, Switzerland, 1996, pp. 625- 628.
6. Y C. Hsieh, D. M. McKeown, F. P. Perlant, "Performance evaluation of scene registration and stereo matching for cartographic feature extraction," IEEE Trans. Pattern Analysis and Machine Intelligence, vol. 14, pp. 214-237, 1992.
7. D. G. Lowe, "Distinctive Image Features from Scale- Invariant Keypoints," Int. J. of Computer Vision, vol. 60, pp. 91-110, 2004.
8. Pope and J. Theiler, "Automated Image Registration (AIR) of MTI Imagery," Proc. SPIE 5093, vol. 27, pp. 294-300, 2003.
9. H. Foroosh et al., "Extension of phase correlation to subpixel registration," IEEE Trans. Image Processing, vol. 11, pp. 188-200, 2002.
10. A. A. Farag, A. El-Baz, and G. Gimel'farb, "Precise Segmentation of Multi-modal Images," IEEE Transactions on Image Processing, vol. 15, no. 4, pp. 952-968, April 2006.
11. P. Viola, "Alignment by Maximization of Mutual Information," Ph.D. dissertation, MIT, Cambridge, MA, 1995.
12. C. Studholme et al., "An overlap invariant entropy measure of 3D medical image alignment," Pattern Recognition, vol. 32, pp. 71-86, 1999.