Stereo seam carving a geometrically consistent approach
- PMID: 23969393
- DOI: 10.1109/TPAMI.2013.46
Stereo seam carving a geometrically consistent approach
Abstract
Image retargeting algorithms attempt to adapt the image content to the screen without distorting the important objects in the scene. Existing methods address retargeting of a single image. In this paper, we propose a novel method for retargeting a pair of stereo images. Naively retargeting each image independently will distort the geometric structure and hence will impair the perception of the 3D structure of the scene. We show how to extend a single image seam carving to work on a pair of images. Our method minimizes the visual distortion in each of the images as well as the depth distortion. A key property of the proposed method is that it takes into account the visibility relations between pixels in the image pair (occluded and occluding pixels). As a result, our method guarantees, as we formally prove, that the retargeted pair is geometrically consistent with a feasible 3D scene, similar to the original one. Hence, the retargeted stereo pair can be viewed on a stereoscopic display or further processed by any computer vision algorithm. We demonstrate our method on a number of challenging indoor and outdoor stereo images.
Similar articles
-
Depth-aware image seam carving.IEEE Trans Cybern. 2013 Oct;43(5):1453-61. doi: 10.1109/TCYB.2013.2273270. Epub 2013 Jul 22. IEEE Trans Cybern. 2013. PMID: 23893762
-
Resolution enhancement in multi-image stereo.IEEE Trans Pattern Anal Mach Intell. 2010 Sep;32(9):1721-8. doi: 10.1109/TPAMI.2010.90. IEEE Trans Pattern Anal Mach Intell. 2010. PMID: 20421665
-
A brief history about analytic tools in medical imaging: splines, wavelets, singularities and partial differential equations.Annu Int Conf IEEE Eng Med Biol Soc. 2007;2007:3474-80. doi: 10.1109/IEMBS.2007.4353079. Annu Int Conf IEEE Eng Med Biol Soc. 2007. PMID: 18002745 Review.
-
From quantitative microscopy to automated image understanding.J Biomed Opt. 2004 Sep-Oct;9(5):893-912. doi: 10.1117/1.1779233. J Biomed Opt. 2004. PMID: 15447010 Free PMC article. Review.
-
Generalized parallel-perspective stereo mosaics from airborne video.IEEE Trans Pattern Anal Mach Intell. 2004 Feb;26(2):226-37. doi: 10.1109/TPAMI.2004.1262190. IEEE Trans Pattern Anal Mach Intell. 2004. PMID: 15376897
Publication types
MeSH terms
LinkOut - more resources
Full Text Sources
Other Literature Sources
Research Materials