Low complexity 3D depth map generation for stereo applications
In this paper we propose a low complexity algorithm to generate 3D image depth map in good quality based on a single 2D image for stereo applications. Owing to the different characteristics of images, the 2-D images are first classified into three categories and then processed by the proposed low co...
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| creator | Cheng-An Chien Cheng-Yen Chang Jui-Sheng Lee Jia-Hou Chang Jiun-In Guo |
| description | In this paper we propose a low complexity algorithm to generate 3D image depth map in good quality based on a single 2D image for stereo applications. Owing to the different characteristics of images, the 2-D images are first classified into three categories and then processed by the proposed low complexity techniques to generate the depth map. With good quality in the generated depth map, we achieve about 90% in complexity reduction using the proposed algorithm, which is beneficial to real-time realization through hardware or software implementation for the stereo applications. |
| doi_str_mv | 10.1109/ICCE.2011.5722530 |
| format | Conference Proceeding |
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| identifier | ISSN: 2158-3994 |
| ispartof | 2011 IEEE International Conference on Consumer Electronics (ICCE), 2011, p.185-186 |
| issn | 2158-3994 2158-4001 |
| language | eng ; jpn |
| recordid | cdi_ieee_primary_5722530 |
| source | IEEE Electronic Library (IEL) Conference Proceedings |
| subjects | Complexity theory Image edge detection Image segmentation Pixel Three dimensional displays Transforms Videos |
| title | Low complexity 3D depth map generation for stereo applications |
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