Please use this identifier to cite or link to this item: https://doi.org/10.1109/CVPR.2012.6247662
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dc.titleVideo stabilization with a depth camera
dc.contributor.authorLiu, S.
dc.contributor.authorWang, Y.
dc.contributor.authorYuan, L.
dc.contributor.authorBu, J.
dc.contributor.authorTan, P.
dc.contributor.authorSun, J.
dc.date.accessioned2014-06-19T03:32:08Z
dc.date.available2014-06-19T03:32:08Z
dc.date.issued2012
dc.identifier.citationLiu, S.,Wang, Y.,Yuan, L.,Bu, J.,Tan, P.,Sun, J. (2012). Video stabilization with a depth camera. Proceedings of the IEEE Computer Society Conference on Computer Vision and Pattern Recognition : 89-95. ScholarBank@NUS Repository. <a href="https://doi.org/10.1109/CVPR.2012.6247662" target="_blank">https://doi.org/10.1109/CVPR.2012.6247662</a>
dc.identifier.isbn9781467312264
dc.identifier.issn10636919
dc.identifier.urihttp://scholarbank.nus.edu.sg/handle/10635/72160
dc.description.abstractPrevious video stabilization methods often employ homographies to model transitions between consecutive frames, or require robust long feature tracks. However, the homography model is invalid for scenes with significant depth variations, and feature point tracking is fragile in videos with textureless objects, severe occlusion or camera rotation. To address these challenging cases, we propose to solve video stabilization with an additional depth sensor such as the Kinect camera. Though the depth image is noisy, incomplete and low resolution, it facilitates both camera motion estimation and frame warping, which make the video stabilization a much well posed problem. The experiments demonstrate the effectiveness of our algorithm. © 2012 IEEE.
dc.description.urihttp://libproxy1.nus.edu.sg/login?url=http://dx.doi.org/10.1109/CVPR.2012.6247662
dc.sourceScopus
dc.typeConference Paper
dc.contributor.departmentELECTRICAL & COMPUTER ENGINEERING
dc.description.doi10.1109/CVPR.2012.6247662
dc.description.sourcetitleProceedings of the IEEE Computer Society Conference on Computer Vision and Pattern Recognition
dc.description.page89-95
dc.description.codenPIVRE
dc.identifier.isiutNOT_IN_WOS
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