Fusion based adaptive regularized smoothing for 3D reconstruction from image sequences

被引：0

作者：

Jung, J ^{[1
]}

Kim, T ^{[1
]}

Jang, Y ^{[1
]}

Shin, J ^{[1
]}

Paik, J ^{[1
]}

机构：

[1] Chung Ang Univ, Grad Sch Adv Imaging Sci Multimedia & Film, Dongjak Ku, Seoul 156756, South Korea

来源：

VISUAL COMMUNICATIONS AND IMAGE PROCESSING 2001 | 2001年 / 4310卷

关键词：

smoothing; depth map; stereo; enhancement; regularization; multi-view;

D O I：

暂无

中图分类号：

TP31 [计算机软件];

学科分类号：

081202 ; 0835 ;

摘要：

This paper presents a regularized smoothing algorithm for 3D reconstruction from image sequence. Depth data estimated from a stereo pair or multiple image frames can easily be corrupted by various types of noise such as quantization and imperfect matching. We propose a regularized image restoration algorithm which enhances the surface of depth maps based on spatially adaptive image fusion. We can also enhance the resolution of the surfaces and preserve discontinuities.

引用

页码：238 / 244

页数：7

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