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Multi-view Image Generation using Grid-mesh based Image Domain Warping and Occlusion Region Information
| Content Provider | Semantic Scholar |
|---|---|
| Author | Lim, Jong-Myeong Shin, Hong-Chang Lee, Gwang Soon Hur, Namho Yoo, Ji-Sang |
| Copyright Year | 2013 |
| Abstract | In this paper, we propose an algorithm that generates multi-view images by grid-mesh based image domain warping using occlusion mask and various image features obtained from the stereoscopic images. In the proposed algorithm, we first extract image saliency map, line segments and disparity saliency map from stereo images and then get them through a process that improves the quality of extracted features. This process is accomplished in two steps. In the first step, reliability of disparity saliency map on object boundary regions is enhanced by using occlusion information. And in the second step, we enhance the quality of image features in terms of temporal consistency by using temporal consistency information for stereo images. With these enhanced features, multi-view images are generated by grid-mesh based image domain warping technique. Experimental results show that the proposed algorithm performs better than existing algorithms in terms of visual quality. |
| File Format | PDF HTM / HTML |
| DOI | 10.5909/jbe.2013.18.6.859 |
| Alternate Webpage(s) | http://www.ndsl.kr/soc_img/society/ksbe/BSGHC3/2013/v18n6/BSGHC3_2013_v18n6_859.pdf |
| Alternate Webpage(s) | http://ocean.kisti.re.kr/downfile/volume/ksbe/BSGHC3/2013/v18n6/BSGHC3_2013_v18n6_859.pdf |
| Alternate Webpage(s) | https://doi.org/10.5909/jbe.2013.18.6.859 |
| Language | English |
| Access Restriction | Open |
| Content Type | Text |
| Resource Type | Article |
