DLIG: Direct local indirect global alignment for video mosaicing

IEEE Transactions on Circuits and Systems for Video Technology

Volumn 21, Issue 12, 2011, Pages 1869-1878

  Vivet, Marc ^a   Martinez, Brais ^a   Binefa, Xavier ^a  

^a UNIVERSITAT POMPEU FABRA   (Spain)

Author keywords

Interlaced; kernel tracking; multiframe alignment; real time; video mosaicing

Indexed keywords

ALIGNMENT ALGORITHMS; CURRENT FIELDS; CURRENT FRAME; ERROR ACCUMULATION; GLOBAL ALIGNMENT; ILLUMINATION CHANGES; IMAGE PATCHES; INTERLACED; INTERLACED VIDEO; LOCAL MATCHING; MOSAICING; MULTI-FRAME; PAN-TILT-ZOOM CAMERA; QUANTITATIVE EVALUATION; REAL-TIME; SPATIAL COHERENCE; TRACKING ALGORITHM; VIDEO MOSAICING; VIDEO SEQUENCES;

ALGORITHMS; ALIGNMENT; TRACKING (POSITION);

IMAGE MATCHING;

EID: 83255166547     PISSN: 10518215     EISSN: None     Source Type: Journal    
DOI: 10.1109/TCSVT.2011.2154770     Document Type: Article

References (21)

1. M. Irani, S. Hsu, and P. Anandan, "Video compression using mosaic representations," Signal Process.: Image Commun., vol. 7, nos. 4-6, pp. 529-552, 1995.
2. M.-C. Lee, W.-G. Chen, C. Lin, C. Gu, T. Markoc, S. Zabinsky, and R. Szeliski, "A layered video object coding system using sprite and affine motion model," IEEE Trans. Circuits Syst. Video Technol., vol. 7, no. 1, pp. 130-145, Feb. 1997. (Pubitemid 127765193)
3. F. Caballero, L. Merino, J. Ferruz, and A. Ollero, "Homography based Kalman filter for mosaic building applications to UAV position estimation," in Proc. Int. Conf. Robot Automat., 2007, pp. 2004-2009. (Pubitemid 350140474)
4. N. R. Gracias and J. Santos-Victor, "Underwater video mosaics as visual navigation maps," Comput. Vision Image Understand., vol. 79, no. 1, pp. 66-91, 2000.
5. M. Irani and P. Anandan, "Video indexing based on mosaic representations," Proc. IEEE, vol. 86, no. 5, pp. 905-921, May 1998. (Pubitemid 128720231)
6. M. Vivet, B. Martinez, and X. Binefa, "Real-time motion detection for a mobile observer using multiple kernel tracking and belief propagation," in Proc. Iberian Conf. Patt. Recog. Image Anal., 2009, pp. 144-151.
7. A. Mittal and D. Huttenlocher, "Scene modeling for wide area surveillance and image synthesis," in Proc. IEEE Conf. Comput. Vision Patt. Recog., Jun. 2000, pp. 160-167.
8. R. Collins, A. Lipton, T. Kanade, H. Fujiyoshi, D. Duggins, Y. Tsin, D. Tolliver, N. Enomoto, and O. Hasegawa, "A system for video surveillance and monitoring," Robotics Inst., Pittsburgh, PA, Tech. Rep. CMU-RI-TR-00-12, 2000.
9. A. Rav-Acha, Y. Pritch, D. Lischinski, and S. Peleg, "Dynamosaicing: Mosaicing of dynamic scenes," IEEE Trans. Patt. Anal. Mach. Intell., vol. 29, no. 10, pp. 1789-1801, Oct. 2007.
10. M. Brown and D. G. Lowe, "Automatic panoramic image stitching using invariant features," Int. J. Comput. Vision, vol. 74, no. 1, pp. 59-73, 2007. (Pubitemid 46673104)
11. W. Wei, H. Jun, and T. Yiping, "Image matching for geomorphic measurement based on SIFT and RANSAC methods," in Proc. Int. Conf. Comput. Sci. Softw. Eng., vol. 2. 2008, pp. 317-320.
12. H. S. Sawhney, S. C. Hsu, and R. Kumar, "Robust video mosaicing through topology inference and local to global alignment," in Proc. 5th Eur. Conf. Comput. Vision, vol. 2. 1998, pp. 103-119.
13. E.-Y. Kang, I. Cohen, and G. Medioni, "A graph-based global registration for 2-D mosaics," in Proc. Int. Conf. Patt. Recog., 2000, pp. 1257-1260.
14. H. S. Sawhney and R. Kumar, "True multi-image alignment and its application to mosaicing and lens distortion correction," IEEE Trans. Patt. Anal. Mach. Intell., vol. 21, no. 3, pp. 235-243, Mar. 1999.
15. F. Winkelman and I. Patras, "Online globally consistent mosaicing using an efficient representation," in Proc. IEEE Int. Conf. Syst., Man Cybern., vol. 4. Oct. 2004, pp. 3116-3121. (Pubitemid 40408311)
16. A. Bevilacqua and P. Azzari, "A fast and reliable image mosaicing technique with application to wide area motion detection," in Proc. 4th Int. Conf. Image Anal. Reconstruct., 2007, pp. 501-512.
17. I. Matthews, T. Ishikawa, and S. Baker, "The template update problem," IEEE Trans. Patt. Anal. Mach. Intell., vol. 26, no. 6, pp. 810-815, Jun. 2004.
18. J. P. Lewis, "Fast normalized cross-correlation," Vision Interface, pp. 120-123, 1995.
19. S. Baker and I. Matthews, "Lucas-Kanade 20 years on: A unifying framework," Int. J. Comput. Vision, vol. 56, no. 3, pp. 221-255, 2004.
20. G. D. Hager, M. Dewan, and C. V. Stewart, "Multiple kernel tracking with SSD," in Proc. IEEE Conf. Comput. Vision Patt. Recog., Jun.-Jul. 2004, pp. 790-797.
21. S. Lovegrove and A. J. Davison, "Real-time spherical mosaicing using whole image alignment," in Proc. Eur. Conf. Comput. Vision, 2010, pp. 73-86.