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Proceedings Paper

Multiresolution example-based depth image restoration
Author(s): Ljubomir Jovanov; Aleksandra Pižurica; Wilfried Philips
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Paper Abstract

In this paper we present a new method for superresolution of depth video sequences using high resolution color video. Here we assume that the depth sequence does not contain outlier points which can be present in the depth images. Our method is based on multiresolution decomposition, and uses multiple frames to search for a most similar depth segments to improve the resolution of the current frame. First step is the wavelet decomposition of both color and depth images. Scaling images of the depth wavelet decomposition, are superresolved using previous and future frames of the depth video sequence, due to their different nature. On the other side wavelet band are improved using both previous frames of the wavelet bands and wavelet bands of color images since similar edges might appear in both images. Our method shows significant improvements over some recent depth images interpolation methods.

Paper Details

Date Published: 2 September 2009
PDF: 12 pages
Proc. SPIE 7443, Applications of Digital Image Processing XXXII, 74431C (2 September 2009); doi: 10.1117/12.826226
Show Author Affiliations
Ljubomir Jovanov, Univ. Gent (Belgium)
Aleksandra Pižurica, Univ. Gent (Belgium)
Wilfried Philips, Univ. Gent (Belgium)


Published in SPIE Proceedings Vol. 7443:
Applications of Digital Image Processing XXXII
Andrew G. Tescher, Editor(s)

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