Scale-space SIFT flow

2014 IEEE Winter Conference on Applications of Computer Vision, WACV 2014

Volumn , Issue , 2014, Pages 1112-1119

  Qiu, Weichao ^a,b   Wang, Xinggang ^a,b   Bai, Xiang ^a   Yuille, Alan ^b   Tu, Zhuowen ^c  

^a HUAZHONG UNIVERSITY OF SCIENCE AND TECHNOLOGY   (China)

^b UNIVERSITY OF CALIFORNIA   (United States)

^c UNIVERSITY OF CALIFORNIA   (United States)

Author keywords

[No Author keywords available]

Indexed keywords

COMPUTER SCIENCE; COMPUTERS;

EFFECTIVE APPROACHES; IMAGE LOCATIONS; IMAGE PAIRS; NATURAL SCENES; SCALE-SPACE; SIFT FEATURE; SIFT FLOWS; TIME REQUIREMENTS;

IMAGE MATCHING;

EID: 84904600960     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/WACV.2014.6835734     Document Type: Conference Paper

References (26)

1. S. Baker, D. Scharstein, J. Lewis, S. Roth, M. J. Black, and R. Szeliski. A database and evaluation methodology for optical flow. International Journal of Computer Vision, 92(1):1-31, 2011.
2. S. Belongie, J. Malik, and J. Puzicha. Shape matching and object recognition using shape contexts. PAMI, 24(4):509-522, 2002.
3. J. Crowley. A representation for visual information. PhD thesis, Carnegie Mellon University, 1981.
4. P. F. Felzenszwalb and D. P. Huttenlocher. Efficient belief propagation for early vision. International journal of computer vision, 70(1):41-54, 2006.
5. Y. HaCohen, E. Shechtman, D. B. Goldman, and D. Lischinski. Non-rigid dense correspondence with applications for image enhancement. In ACM Transactions on Graphics (TOG), volume 30, page 70. ACM 2011.
6. T. Hassner, V. Mayzels, and L. Zelnik-Manor. On sifts and their scales. In IEEE Conf. on Computer Vision and Pattern Recognition (CVPR), June. 2012.
7. I. Kokkinos and A. Yuille. Scale invariance without scale selection. In CVPR, pages 1-8, 2008.
8. S. Lazebnik, C. Schmid, and J. Ponce. Beyond bags of features: Spatial pyramid matching for recognizing natural scene categories. In CVPR, volume 2, pages 2169-2178, 2006.
9. T. Lindeberg. Scale-space theory in computer vision. Kluwer Academic Publishers, 1994.
10. T. Lindeberg. Feature detection with automatic scale selection. International Journal of Computer Vision, 30(2):79-116, 1998.
11. C. Liu, J. Yuen, and A. Torralba. Nonparametric scene parsing: Label transfer via dense scene alignment. In Computer Vision and Pattern Recognition, 2009. CVPR 2009. IEEE Conference on, pages 1972-1979. IEEE, 2009.
12. C. Liu, J. Yuen, and A. Torralba. Nonparametric scene parsing via label transfer. IEEE Transactions on Pattern Analysis and Machine Intelligence, 33(12):2368-2382, 2011.
13. C. Liu, J. Yuen, and A. Torralba. Sift flow: Dense correspondence across scenes and its applications. IEEE Transactions on Pattern Analysis and Machine Intelligence, 33(5):978-994, 2011.
14. C. Liu, J. Yuen, A. Torralba, J. Sivic, and W. T. Freeman. Sift flow: Dense correspondence across different scenes. In ECCV, pages 28-42. Springer, 2008.
15. H. Liu and S. Yan. Common visual pattern discovery via spatially coherent correspondences. In CVPR, pages 1609-1616. IEEE, 2010.
16. D. G. Lowe. Distinctive image features from scale-invariant keypoints. International Journal of Computer Vision, 60(2):91-110, 2004.
17. K. Mikolajczyk and C. Schmid. Scale & affine invariant interest point detectors. International Journal of Computer Vision, 60(1):63-86, 2004.
18. P. Perona and J. Malik. Scale-space and edge detection using anisotropic diffusion. IEEE Transactions on Pattern Analysis and Machine Intelligence, 12(7):629-639, 1990.
19. F. Pitie, A. C. Kokaram, and R. Dahyot. Automated colour grading using colour distribution transfer. Computer Vision and Image Understanding, 107(1):123-137, 2007.
20. M. Rubinstein, C. Liu, andW. T. Freeman. Annotation propagation in large image databases via dense image correspondence. In ECCV, pages 85-99. Springer, 2012.
21. E. Tola, V. Lepetit, and P. Fua. Daisy: An efficient dense descriptor applied to wide-baseline stereo. IEEE Transactions on Pattern Analysis and Machine Intelligence, 32(5):815-830, 2010.
22. B. Wang, Y. Yu, and Y.-Q. Xu. Example-based image color and tone style enhancement. To appear in ACM TOG, 30:4.
23. A. Witkin. Scale space filtering. In Proc. of 8th International Joint Conference on Artificial Intelligence, pages 1019-1022, 1983.
24. A. Yuille and T. Poggio. Scaling theorems for zero crossings. IEEE PAMI, 1:15-25, 1986.
25. J. Zhao, J. Ma, J. Tian, J. Ma, and D. Zhang. A robust method for vector field learning with application to mismatch removing. In CVPR, pages 2977-2984. IEEE, 2011.
26. F. Zhou and F. De la Torre. Factorized graph matching. In CVPR, pages 127-134. IEEE, 2012. .