FRAME INTERPOLATION WITH OCCLUSION DETECTION USING A TIME COHERENT SEGMENTATION

Rida Sadek, Coloma Ballester, Luis Garrido, Enric Meinhardt, Vicent Caselles

2012

Abstract

In this paper we propose an interpolation method to produce a sequence of plausible intermediate frames between two input images. The main feature of the proposed method is the handling of occlusions using a time coherent video segmentation into spatio-temporal regions. Occlusions and disocclusions are defined as points in a frame where a region ends or starts, respectively. Out of these points, forward and backward motion fields are used to interpolate the intermediate frames. After motion-based interpolation, there may still be some holes which are filled using a hole filling algorithm. We illustrate the proposed method with some experiments.

Paper Citation

in Harvard Style

Sadek R., Ballester C., Garrido L., Meinhardt E. and Caselles V. (2012). FRAME INTERPOLATION WITH OCCLUSION DETECTION USING A TIME COHERENT SEGMENTATION . In Proceedings of the International Conference on Computer Vision Theory and Applications - Volume 2: VISAPP, (VISIGRAPP 2012) ISBN 978-989-8565-04-4, pages 367-372. DOI: 10.5220/0003830803670372

in Bibtex Style

@conference{visapp12,
author={Rida Sadek and Coloma Ballester and Luis Garrido and Enric Meinhardt and Vicent Caselles},
title={FRAME INTERPOLATION WITH OCCLUSION DETECTION USING A TIME COHERENT SEGMENTATION},
booktitle={Proceedings of the International Conference on Computer Vision Theory and Applications - Volume 2: VISAPP, (VISIGRAPP 2012)},
year={2012},
pages={367-372},
publisher={SciTePress},
organization={INSTICC},
doi={10.5220/0003830803670372},
isbn={978-989-8565-04-4},
}

in EndNote Style

TY - CONF
JO - Proceedings of the International Conference on Computer Vision Theory and Applications - Volume 2: VISAPP, (VISIGRAPP 2012)
TI - FRAME INTERPOLATION WITH OCCLUSION DETECTION USING A TIME COHERENT SEGMENTATION
SN - 978-989-8565-04-4
AU - Sadek R.
AU - Ballester C.
AU - Garrido L.
AU - Meinhardt E.
AU - Caselles V.
PY - 2012
SP - 367
EP - 372
DO - 10.5220/0003830803670372