Image Frame Fusion using 3D Anisotropic Diffusion

被引:0
作者
Kahraman, Fatih [1 ]
Mendi, C. Deniz [1 ]
Gokmen, Muhittin [2 ]
机构
[1] TUBITAK Marmara Res Ctr, Inst Informat, Kocaeli, Turkey
[2] ITU Comp Engn Dept, TR-34469 Istanbul, Turkey
来源
23RD INTERNATIONAL SYMPOSIUM ON COMPUTER AND INFORMATION SCIENCES | 2008年
关键词
D O I
暂无
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
In this paper, a modified 3D anisotropic diffusion method is proposed to improve the multi-frame image fusion performance. Multi frame image sequence is considered to be composed of aligned and warped images. The goal of this approach is to obtain a restored image from the aligned and warped image sequence, where alignment error and Gaussian noise are reduced. The proposed method consists of medium band stack filter and tree-structured 3D diffusion filter.
引用
收藏
页码:605 / +
页数:2
相关论文
共 10 条
[1]  
[Anonymous], IEEE C COMP VIS PATT
[2]   NOISE-REDUCTION IN IMAGE SEQUENCES USING MOTION-COMPENSATED TEMPORAL FILTERING [J].
DUBOIS, E ;
SABRI, S .
IEEE TRANSACTIONS ON COMMUNICATIONS, 1984, 32 (07) :826-831
[3]   A review of image-warping methods [J].
Glasbey, CA ;
Mardia, KV .
JOURNAL OF APPLIED STATISTICS, 1998, 25 (02) :155-171
[4]  
GUNTURK BK, 2003, P IEEE INT C IM PROC, V2, P319
[5]  
*INTEL, 2007, INTEL WHIT PAP
[6]   Multiframe selective information fusion from robust error estimation theory [J].
John, S ;
Vorontsov, MA .
IEEE TRANSACTIONS ON IMAGE PROCESSING, 2005, 14 (05) :577-584
[7]   Efficient multiframe Wiener restoration of blurred and noisy image sequences [J].
Oezkan, Mehmet K. ;
Erdem, A. Tanju ;
Sezan, M. Ibrahim ;
Tekalp, A. Murat .
IEEE TRANSACTIONS ON IMAGE PROCESSING, 1992, 1 (04) :453-476
[8]   FAME - A flexible appearance modeling environment [J].
Stegmann, MB ;
Ersboll, BK ;
Larsen, R .
IEEE TRANSACTIONS ON MEDICAL IMAGING, 2003, 22 (10) :1319-1331
[9]  
THOMAS D, 2007, P IEEE WORKSH MOT VI, P19
[10]  
Wheeler F., 2007, P IEEE C BIOM THEOR, P27