Removal of adherent waterdrops from images acquired with a stereo camera system

IEICE Transactions on Information and Systems

Volumn E89-D, Issue 7, 2006, Pages 2021-2027

  Tanaka, Yuu ^a   Yamashita, Atsushi ^a   Kaneko, Toru ^a   Miura, Kenjiro T ^a  

^a SHIZUOKA UNIVERSITY   (Japan)

Author keywords

Disparity estimation; Image restoration; Noise removal; Stereo images; Template matching

Indexed keywords

CAMERAS; IMAGE ANALYSIS; LENSES; SPURIOUS SIGNAL NOISE; STEREO VISION;

DISPARITY ESTIMATION; NOISE REMOVAL; STEREO IMAGES; TEMPLATE MATCHING;

IMAGE RECONSTRUCTION;

EID: 33747888206     PISSN: 09168532     EISSN: 17451361     Source Type: Journal    
DOI: 10.1093/ietisy/e89-d.7.2021     Document Type: Conference Paper

References (23)

1. Y. Tanaka, A. Yamashita, T. Kaneko, and K.T. Miura, "Restoration of images stained with waterdrops on a protection glass surface by using a stereo image pair," Proc. IAPR Conference on Machine Vision Applications (MVA2005), pp.152-155, 2005.
2. A. Yamashita, Y. Tanaka, and T. Kaneko, "Removal of adherent waterdrops from images acquired with stereo camera," Proc. 2005 IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS2005), pp.953-958, 2005.
3. A.C. Kokaram, R.D. Morris, W.J. Fitzgerald, and P.J.W. Rayner, "Detection of missing data in image sequences," IEEE Trans. Image Process., vol.4, no.11, pp.1496-1508, 1995.
4. A. Nagai, Y. Kuno, and Y. Shirai, "Surveillance system based on spatio-temporal information," Proc. 1996 IEEE International Conference on Image Processing (ICIP1996), vol.2, pp.593-596, 1996.
5. H. Hase, K. Miyake, and M. Yoneda, "Real-time snowfall noise elimination," Proc. 1999 IEEE International Conference on Image Processing (ICIP1999), vol.2, pp.406-409, 1999.
6. T. Matsuyama, T. Ohya, and H. Habe, "Background subtraction for non-stationary scenes," Proc. 4th Asian Conference on Computer Vision (ACCV2002), pp.662-667, 2002.
7. K. Garg and S.K. Nayar, "Detection and removal of rain from videos," Proc. 2004 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR2004), vol.1, pp.528-535, 2004.
8. A.C. Kokaram, R.D. Morris, W.J. Fitzgerald, and P.J.W. Rayner, "Interpolation of missing data in image sequences," IEEE Trans. Image Process., vol.4, no.11, pp.1509-1519, 1995.
9. S. Masnou and J.-M. Morel, "Level lines based disocclusion," Proc. 5th IEEE International Conference on Image Processing (ICIP1998), pp.259-263, 1998.
10. L. Joyeux, O. Buisson, B. Besserer, and S. Boukir, "Detection and removal of line scratches in motion picture films," Proc. IEEE International Conference on Computer Vision and Pattern Recognition (CVPR1999), pp.548-553, 1999.
11. M. Bertalmio, G. Sapiro, V. Caselles, and C. Ballester, "Image inpainting," Computer Graphics (SIGGRAPH 2000), pp.417-424, 2000.
12. S.H. Kang, T.F. Chan, and S. Soatto, "Inpainting from multiple views," Proc. 1st International Symposium on 3D Data Processing Visualization and Transmission, pp.622-625, 2002.
13. T.F. Chan and J. Shen, "Variational image inpainting," IMA Preprint, 1868, pp.1-28, 2002.
14. M. Bertalmio, L. Vese, G. Sapiro, and S. Osher, "Simultaneous structure and texture image inpainting," IEEE Trans. Image Process., vol.12, no.8, pp.882-889, 2003.
15. Y. Matsushita, E. Ofek, X. Tang, and H.-Y. Shum, "Full-frame video stabilization," Proc. 2005 IEEE Computer Society Conference on Computer Vision and Pattern Recognition, vol.1, pp.50-57, 2005.
16. A. Yamashita, T. Kaneko, and K.T. Miura, "A virtual wiper - Restoration of deteriorated images by using a pan-tilt camera," Proc. 2004 IEEE International Conference on Robotics and Automation (ICRA2004), pp.4724-4729, 2004.
17. A. Yamashita, T. Harada, T. Kaneko, and K.T. Miura, "Removal of adherent noises from images of dynamic scenes by using a pan-tilt camera," Proc. 2004 IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS2004), pp.437-442, 2004.
18. A. Yamashita, T. Harada, T. Kaneko, and K.T. Miura, "Virtual wiper - Removal of adherent noises from images of dynamic scenes by using a pan-tilt camera," Advanced Robotics, vol.19, no.3, pp.295-310, 2005.
19. A. Yamashita, M. Kuramoto, T. Kaneko, and K.T. Miura, "A virtual wiper - Restoration of deteriorated images by using multiple cameras," Proc. 2003 IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS2003), pp.3126-3131, 2003.
20. S.G. Lipson, H. Lipson, and D.S. Tannhauser, Optical Physics, Third ed., Cambridge University Press, 1995.
21. L.G. Brown, "A survey of image registration techniques," ACM Comput. Surv., vol.24, no.4, pp.325-376, 1992.
22. S.G. Narasimhan and S.K. Nayar, "Vision and the atmosphere," Int. J. Comput. Vis., vol.48, no.3, pp.233-254, 2002.
23. S.G. Narasimhan and S.K. Nayar, "Interactive (De)weathering of an image using physical models," Proc. IEEE Workshop on Color and Photometric Methods in Computer Vision (CPMCV), 2003.