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Proceedings Paper

Patch-based frame interpolation for old films via the guidance of motion paths
Author(s): Tianran Xia; Youdong Ding; Bing Yu; Xi Huang
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Paper Abstract

Due to improper preservation, traditional films will appear frame loss after digital. To deal with this problem, this paper presents a new adaptive patch-based method of frame interpolation via the guidance of motion paths. Our method is divided into three steps. Firstly, we compute motion paths between two reference frames using optical flow estimation. Then, the adaptive bidirectional interpolation with holes filled is applied to generate pre-intermediate frames. Finally, using patch match to interpolate intermediate frames with the most similar patches. Since the patch match is based on the pre-intermediate frames that contain the motion paths constraint, we show a natural and inartificial frame interpolation. We test different types of old film sequences and compare with other methods, the results prove that our method has a desired performance without hole or ghost effects.

Paper Details

Date Published: 10 April 2018
PDF: 8 pages
Proc. SPIE 10615, Ninth International Conference on Graphic and Image Processing (ICGIP 2017), 106154G (10 April 2018); doi: 10.1117/12.2302966
Show Author Affiliations
Tianran Xia, Shanghai Univ. (China)
Youdong Ding, Shanghai Univ. (China)
Bing Yu, Shanghai Univ. (China)
Xi Huang, Shanghai Univ. (China)


Published in SPIE Proceedings Vol. 10615:
Ninth International Conference on Graphic and Image Processing (ICGIP 2017)
Hui Yu; Junyu Dong, Editor(s)

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