Dynamic super resolution of depth sequences with non-rigid motions

2013 IEEE International Conference on Image Processing, ICIP 2013 - Proceedings

Volumn , Issue , 2013, Pages 660-664

  Al Ismaeil, Kassem ^a   Aouada, Djamila ^a   Mirbach, Bruno ^b   Ottersten, Björn ^a  

^a UNIVERSITY OF LUXEMBOURG   (Luxembourg)

^b IEE S A   (Luxembourg)

Author keywords

Depth sequence; dynamic super resolution; motion estimation; moving object; ToF data; upsampling

Indexed keywords

OPTICAL RESOLVING POWER; SIGNAL SAMPLING; TEXTURES;

DEPTH SEQUENCE; MOVING OBJECTS; SUPER RESOLUTION; TOF DATA; UP SAMPLING;

MOTION ESTIMATION;

EID: 84897678068     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/ICIP.2013.6738136     Document Type: Conference Paper

References (23)

1. Farsiu, S.; Robinson, M.D.; Elad, M.; Milanfar, P., "Advances and challenges in super-resolution", International Journal of Imaging Systems and Technology, vol. 14, pp. 47-57, 2004
2. Farsiu, S.; Robinson, M.D.; Elad, M.; Milanfar, P., "Fast and robust multiframe super resolution," Image Processing, IEEE Transactions on, vol.13, no.10, pp.1327,1344, Oct. 2004
3. Zhouchen Lin; Heung-Yeung Shum, "Fundamental limits of reconstruction-based superresolution algorithms under local translation," Pattern Analysis and Machine Intelligence, IEEE Transactions on, vol.26, no.1, pp.83,97, Jan. 2004
4. Aodha, Oisin Mac; Campbell, Neill D. F.; Nair, Arun; Brostow, Gabriel J., "Patch based synthesis for single depth image super-resolution," Proceedings of the 12th European Conference on Computer Vision, vol. Part III, ECCV'12, pp.71-84, ISBN: 978-3-642-33711-6
5. Glasner, D.; Bagon, S.; Irani, M., "Super-resolution from a single image," Computer Vision, 2009 IEEE 12th International Conference on, vol., no., pp.349,356, Sept. 29 2009-Oct. 2 2009
6. Hardie, R.C.; Tuinstra, T.R.; Bognar, J.; Barnard, K.J.; Armstrong, E., "High resolution image reconstruction from digital video with global and non-global scene motion," Image Processing, 1997. Proceedings., International Conference on, vol.1, no., pp.153,156 vol.1, 26-29 Oct 1997
7. Farsiu, S.; Elad, M.; Milanfar, P., "Video-to-video dynamic super-resolution for grayscale and color sequences," EURASIP Journal on Applied Signal Processing, vol. 2006, pp.232-232, ID 61859
8. van Eekeren, A.; Schutte, K.; Dijk, J.; de Lange, D.J.J.; van Vliet, L.J., "Super-Resolution on Moving Objects and Background," Image Processing, 2006 IEEE International Conference on, vol., no., pp.2709,2712, 8-11 Oct. 2006
9. Van Eekeren, A.WM; Schutte, K.; van Vliet, L.J., "Multiframe Super-Resolution Reconstruction of Small Moving Objects," Image Processing, IEEE Transactions on, vol.19, no.11, pp.2901,2912, Nov. 2010
10. J. Diebel and S. Thrun, "An application of Markov random fields to range sensing," Proceedings of Conference on Neural Information Processing Systems (NIPS), pp. 291-298, 2005.
11. Johannes Kopf and Michael F. Cohen and Dani Lischinski and Matt Uyttendaele, "Joint bilateral upsampling," ACM Transactions on Graphics (Proceedings of SIGGRAPH 2007), vol.26, no.3, 2007
12. Qingxiong Yang; Ruigang Yang; Davis, J.; Nister, D., "Spatial-depth super resolution for range images," Computer Vision and Pattern Recognition, 2007. CVPR'07. IEEE Conference on, vol., no., pp.1,8, 17-22 June 2007
13. Garcia, F.; Aouada, D.; Mirbach, B.; Solignac, T.; Ottersten, B., "Real-time hybrid ToF multi-camera rig fusion system for depth map enhancement," Computer Vision and Pattern Recognition Workshops (CVPRW), 2011 IEEE Computer Society Conference on, vol., no., pp.1,8, 20-25 June 2011
14. Xueqin Xiang; Guangxia Li; Jing Tong; Zhigeng Pan, "Fast and simple super resolution for range data," Cyberworlds (CW), 2010 International Conference on, vol., no., pp.319,324, 20-22 Oct. 2010
15. Garcia, F.; Aouada, D.; Mirbach, B.; Ottersten, B., "Spatio-temporal ToF data enhancement by fusion," Image Processing (ICIP), 2012 19th IEEE International Conference on, vol., no., pp.981,984, Sept. 30 2012-Oct. 3 2012
16. Al Ismaeil, K.; Aouada, D.; Mirbach, B.; Ottersten, B., "Depth super-resolution by enhanced shift &add, " Proceedings of the 15th International Conference on Computer Analysis of Images and Patterns, CAIP'13, York, UK, 27-29 Aug. 2013.
17. L. Xu, J. Jia, S. B. Kang, "Improving sub-pixel correspondence through upsampling", J. of Computer Vision and Image Understanding (CVIU), vol 116, Issue 2, February 2012, pp. 250-261, ISSN 1077-3142.
18. Takeda, H.; Milanfar, P.; Protter, M.; Elad, M., "Superresolution without explicit subpixel motion estimation," Image Processing, IEEE Transactions on, vol.18, no.9, pp.1958,1975, Sept. 2009
19. http://users.soe.ucsc.edu/htakeda/SpaceTimeSKR.htm
20. http://users.soe.ucsc.edu/milanfar/software/superresolution. html
21. Elad, M.; Feuer, A., "Super-resolution reconstruction of continuous image sequences," Image Processing, 1999. ICIP 99. Proceedings. 1999 International Conference on, vol.3, no., pp.459,463 vol.3, 1999
22. Mallikarjuna, H. S.; Chaparro, L.F., "Iterative composite filtering for image restoration," Pattern Analysis and Machine Intelligence, IEEE Transactions on, vol.14, no.6, pp.674,678, Jun 1992
23. Al Ismaeil, K.; Aouada, D.; Mirbach, B.; Ottersten, B., "Dynamic super-resolution of depth sequences with nonrigid motions,". ICIP'13.