Digital image stabilization based on statistical selection of feasible regions

IEEE Transactions on Consumer Electronics

Volumn 55, Issue 4, 2009, Pages 1748-1755

  Lee, Jinhee ^a   Lee, Sangkeun ^a   Paik, Joonki ^a  

^a Chung Ang University   (South Korea)

Author keywords

Feature histogram; Motion estimation; Sum absolute difference (SAD)

Indexed keywords

BITPLANE; CONSUMER APPLICATIONS; DIGITAL IMAGE STABILIZATION; EXISTING METHOD; FEASIBLE REGIONS; FEATURE DETECTION; FEATURE-HISTOGRAM; REGION ANALYSIS; STABILIZATION SYSTEMS; STATE-OF-THE-ART METHODS; STATISTICAL SELECTION;

ALGORITHMS; CAMERAS; CASCADES (FLUID MECHANICS); COMPUTER GRAPHICS; ESTIMATION; MOTION ESTIMATION; STABILIZATION; VIDEO CAMERAS;

EDGE DETECTION;

EID: 75449090793     PISSN: 00983063     EISSN: None     Source Type: Journal    
DOI: 10.1109/TCE.2009.5373727     Document Type: Article

References (27)

1. M. Oshima et al, "VHS camcorder with electronic image stabilizer," IEEE Trans. Consumer Electronics, vol.35, no.4, pp. 749-758, November 1989.
2. T. Kinugasa, N. Yamamoto, H. Komatsu, S. Takase, and T. Imaide, "Electronic image stabilizer for video camera use," IEEE Trans. Consumer Electronics, vol.36, no.3, pp. 520-525, August 1990.
3. K. Uomori, et al., "Automatic image stabilization system by full-digital signal processing," IEEE Trans. Consumer Electronics, vol.36, no.3, pp. 510-519, August 1990.
4. Y. Egusa, et al., "An application of fuzzy set theory for an electronic video camera image stabilizer," IEEE Transactions on Fuzzy Systems, vol.3, no.3, pp. 351-356, August 1995.
5. J. Paik, Y. Park, and S. Park, "An edge detection approach to digital image stabilization based on tri-state adaptive linear neurons," IEEE Trans. Consumer Electronics, vol.37, no.3, pp. 521-530, August 1991.
6. J. Paik, Y. Park, and D. Kim, "An adaptive motion decision system for digital image stabilizer based on edge pattern matching," IEEE Trans. Consumer Electronics, vol.38, no.3, pp. 607-615, August 1992.
7. S. J. Ko, S. H. Lee, and K. H. Lee, "Digital image stabilizing algorithms based on bit-plane matching," IEEE Trans. Consumer Electronics, vol.44, no.3, pp. 617-622, August 1998.
8. S. W. Jeon, et al., "Fast digital image stabilizer based on Gray-coded bitplane matching," IEEE Trans. Consumer Electronics, vol.45, no.3, pp. 598-603, August 1999.
9. F. Vella, et al., "Digital image stabilization by adaptive block motion vectors filtering," IEEE Trans. Consumer Electronics, vol.48, no.3, pp. 796-801, August 2002. (Pubitemid 35355515)
10. S. Erturk, "Digital image stabilization with sub-image phase correlation based global motion estimation," IEEE Trans. Consumer Electronics, vol.49, no.4, pp. 1320-1325, November 2003.
11. J. Y. Chang, et al., "Digital image translational and rotational motion stabilization using optical flow technique," IEEE Trans. Consumer Electronics, vol.48, no.1, pp. 108-115, February 2002.
12. J. S. Jin, Z. Zhu, and G. Xu, "A stable vision system for moving vehicles," IEEE Trans. Intelligent Transportation Systems, vol.1, no.1, pp. 32-39, March 2000.
13. G. R. Chen, et al., "A novel structure for digital image stabilizer," Proc. of 2000 IEEE Asia-Pacific Conference on Circuits and Systems, pp. 101-104, 2000.
14. S. Erturk, "Digital image stabilization with sub-image phase correlation based global motion estimation," IEEE Trans. Consumer Electronics, vol.49, no.4, pp. 1320-1325, November 2003.
15. A. Nait-Ali, "Genetic algorithms for blind digital image stabilization under very low SNR," IEEE Trans. Consumer Electronics, vol.53, no.3, pp. 857-863, August 2007.
16. C. T. Lin, C. T. Hong, and C. T. Yang, "Real-time image stabilization system using modified proportional integrated controller," IEEE Trans. Circuits and Systems for Video Technology, vol.19, no.3, pp. 427-431, March 2009.
17. S. C. Hsu, S. F. Liang, and C. T. Lin, "A robust digital image stabilization technique based on inverse method and background detection," IEEE Trans. Consumer Electronics, vol.51, no.2, pp. 335- 345, May 2005.
18. W. H. Cho, and K. S. Hong, "A fast CIS still image stabilization method without parallax and moving object problems", IEEE Trans. Comsumer Electronics, vol.54, no.2, pp. 197-205, May 2008.
19. J. Moon, and S. Jung, "Implementation of an image stabilization system for a small digital camera," IEEE Trans. Consumer Electronics, vol.54, no.2, pp 206-212, May 2008.
20. W. Cho, D. Kim, and K. Hong, "CMOS digital image stabilization," IEEE Trans. Consumer Electronics, vol.53, no.3, pp. 979-986, August 2007.
21. W. Cho and K. Hong, "Affine motion based CMOS distortion analysis and CMOS digital image stabilization."IEEE Trans. Consumer Electronics, vol.53, no.3, pp. 833-841, August 2007.
22. A. Angelos, and I. Andreadis, "An integrated architecture for adaptive image stabilization in zooming operation," IEEE Trans. Consumer Electronics, vol.54, no.2, pp. 600-608, May 2008.
23. O. Kwon, J. Shin, and J. Paik, "Video stabilization using Kalman filter and phase correlation matching," Proc. ICIAR 2005, LNCS, vol.3656, pp. 141-148, September 2005.
24. A. Jain, Fundamentals of digital image processing, Prentice-Hall, 1989.
25. C. Stiller and J. Konrad, "Estimating motion in image sequences," IEEE Signal Processing Magazine, vol.16, pp. 70-91, July 1999.
26. R. Hartley, Multiple view geometry in computer vision, Cambridge University, 2002, 2003.
27. I. Richardson, Video codec design, Wiley, 2004.