High resolution image formation from low resolution frames using Delaunay triangulation

被引：124

作者：

Lertrattanapanich, S ^{[1
]}

Bose, NK ^{[1
]}

机构：

[1] Penn State Univ, Dept Elect Engn, Spatial & Temporal Signal Proc Ctr, University Pk, PA 16802 USA

来源：

IEEE TRANSACTIONS ON IMAGE PROCESSING | 2002年 / 11卷 / 12期

关键词：

Delaunay triangulation; high resolution algorithm; image sequence; interpolation; surface fitting;

D O I：

10.1109/TIP.2002.806234

中图分类号：

TP18 [人工智能理论];

学科分类号：

081104 ; 0812 ; 0835 ; 1405 ;

摘要：

An algorithm based on spatial tessellation and approximation of each triangle patch in the Delaunay triangulation (with smoothness constraints) by a bivariate polynomial is advanced to construct a high resolution (HR) high quality image from a set of low resolution (LR) frames. The high resolution algorithm is accompanied by a site-insertion algorithm for update of the initial HR image with the availability of more LR frames till the desired image quality is attained. This algorithm, followed by post filtering, is suitable for real-time image sequence processing because of the fast expected (average) time construction of Delaunay triangulation and the local update feature.

引用

页码：1427 / 1441

页数：15

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