Joint geodesic upsampling of depth images

Proceedings of the IEEE Computer Society Conference on Computer Vision and Pattern Recognition

Volumn , Issue , 2013, Pages 169-176

  Liu, Ming Yu ^a   Tuzel, Oncel ^a   Taguchi, Yuichi ^a  

^a MITSUBISHI ELECTRIC RESEARCH LABORATORIES   (United States)

Author keywords

depth; filtering; geodesic; upsampling

Indexed keywords

BENCHMARK DATASETS; DEPTH; GEODESIC; HIGH RESOLUTION COLOR IMAGES; HIGH RESOLUTION IMAGE; REAL TIME PERFORMANCE; SENSOR-FUSION APPLICATIONS; UP SAMPLING;

APPROXIMATION ALGORITHMS; FILTRATION; GEODESY; PATTERN RECOGNITION; PIXELS; SIGNAL SAMPLING;

IMPORTANCE SAMPLING;

EID: 84887396529     PISSN: 10636919     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/CVPR.2013.29     Document Type: Conference Paper

References (24)

1. A. Adams, J. Baek, and M. A. Davis. Fast high-dimensional filtering using the permutohedral lattice. In EUROGRAPHICS, 2010.
2. X. Bai and G. Sapiro. A geodesic framework for fast interactive image and video segmentation and matting. In CVPR, 2007.
3. A. Buades and B. Coll. A non-local algorithm for image denoising. In CVPR, 2005.
4. D. Chan, H. Buisman, C. Theobalt, and S. Thrun. A noiseaware filter for real-time depth upsampling. In ECCV Workshop on Multi-camera and Multi-modal Sensor Fusion Algorithms and Applications, 2008.
5. A. Criminisi, T. Sharp, C. Rother, and P. Pérez. Geodesic image and video editing. ACM Transaction on Graphics, 29(5):134:1-134:15, 2010.
6. J. Diebel and S. Thrun. An application of markov random fields to range sensing. In NIPS, 2005.
7. J. Dolson, J. Baek, C. Plagemann, and S. Thrun. Upsampling range data in dynamic environments. In CVPR, 2010.
8. G. Facciolo and V. Caselles. Geodesic neighborhoods for piecewise affine interpolation of sparse data. In ICIP, 2009.
9. K. He, J. Sun, and X. Tang. Guided image filtering. In ECCV, 2010.
10. H. Hirschmüller and D. Scharstein. Evaluation of cost functions for stereo matching. In CVPR, 2007.
11. J. Kopf, M. F. Cohen, D. Lischinski, and M. Uyttendaele. Joint bilateral upsampling. ACM Transaction on Graphics, 26(3), 2007.
12. A. Levin, D. Lischinski, and Y. Weiss. Colorization using optimization. ACM Transaction on Graphics, 23(3):689-694, 2004.
13. M.-Y. Liu, O. Tuzel, A. Veeraraghavan, Y. Taguchi, T. K. Marks, and R. Chellappa. Fast object localization and pose estimation in heavy clutter for robotic bin picking. IJRR, 31(8):951-973, 2012.
14. J. Park, H. Kim, Y.-W. Tai, M. S. Brown, and I. Kweon. High quality depth map upsampling for 3D-TOF cameras. In ICCV, 2011.
15. R. Raskar, K.-H. Tan, R. Feris, J. Yu, and M. Turk. Nonphotorealistic camera: Depth edge detection and stylized rendering using multi-flash imaging. ACM Transaction on Graphics, 23(3):679-688, 2004.
16. D. Scharstein and R. Szeliski. A taxonomy and evaluation of dense two-frame stereo correspondence algorithms. IJCV, 47(1-3):7-42, 2002.
17. M. Thorup and U. Zwick. Approximate distance oracles. In STOC, 2001.
18. P. J. Toivanen. New geodesic distance transforms for grayscale images. Pattern Recognition Letters, 17(5):437-450, 1996.
19. J. Yang, X. Ye, K. Li, and C. Hou. Depth recovery using an adaptive color-guided auto-regressive model. In ECCV, 2012.
20. Q. Yang. A non-local cost aggregation method for stereo matching. In CVPR, 2012.
21. Q. Yang, K.-H. Tan, and N. Ahuja. Real-time O(1) bilateral filtering. In CVPR, 2009.
22. Q. Yang, R. Yang, J. Davis, and D. Nister. Spatial-depth super resolution for range images. In CVPR, 2007.
23. L. Yatziv, A. Bartesaghi, and G. Sapiro. O(N) implementation of the fast marching algorithm. Journal of Computational Physics, 212(2):393-399, 2006.
24. L. Yatziv and G. Sapiro. Fast image and video colorization using chrominance blending. TIP, 15(5):1120-1129, 2006.