An Improved Algorithm for Image Mosaic

被引:13
作者
Wen, Hongyan [1 ]
Zhou, Jianzhong [1 ]
机构
[1] Huazhong Univ Sci & Technol, Coll Hydropower & Informat Engn, Wuhan 430074, Peoples R China
来源
ISISE 2008: INTERNATIONAL SYMPOSIUM ON INFORMATION SCIENCE AND ENGINEERING, VOL 1 | 2008年
基金
中国国家自然科学基金;
关键词
image mosaic; seam line; dynamic programming; slope relational degree;
D O I
10.1109/ISISE.2008.293
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
This paper puts forward a novel method using dynamic programming and grey relational analysis to find a best seam line because of the grey scale difference in the edges of image in the overlapping region and the relation of neighboring points. The first step is to find an optimal seam line to stitch the images. Then the seam line is removed by a hard correction method based on dynamic width. Finally, the seamless mosaicking image is created. Three-kind different experimental results of regular texture images, irregular texture images and different temporal images indicate that the new method is very effective, simple, easy to realize and can gain more satisfying mosaicking images.
引用
收藏
页码:497 / +
页数:2
相关论文
共 19 条
[1]  
[Anonymous], 1992, ACM Computing Surveys (CSUR), DOI DOI 10.1145/146370.146374
[2]   Mosaics of scenes with moving objects [J].
Davis, J .
1998 IEEE COMPUTER SOCIETY CONFERENCE ON COMPUTER VISION AND PATTERN RECOGNITION, PROCEEDINGS, 1998, :354-360
[3]   CONTROL-PROBLEMS OF GREY SYSTEMS [J].
DENG, JL .
SYSTEMS & CONTROL LETTERS, 1982, 1 (05) :288-294
[4]  
DENG JL, 1996, GREY SYSTEM TUTORIAL
[5]   Building large image mosaics with invisible seam-lines [J].
Duplaquet, ML .
VISUAL INFORMATION PROCESSING VII, 1998, 3387 :369-377
[6]  
Efros AA, 2001, COMP GRAPH, P341, DOI 10.1145/383259.383296
[7]  
Fang Xianyong, 2003, Journal of Computer Aided Design & Computer Graphics, V15, P1362
[8]  
FANG YL, 2007, SCI TECHNOLOGY ENG, V7, P3451
[9]   Efficient representations of video sequences and their applications [J].
Irani, M ;
Anandan, P ;
Bergen, J ;
Kumar, R ;
Hsu, S .
SIGNAL PROCESSING-IMAGE COMMUNICATION, 1996, 8 (04) :327-351
[10]   Graphicut textures:: Image and video synthesis using graph cuts [J].
Kwatra, V ;
Schödl, A ;
Essa, I ;
Turk, G ;
Bobick, A .
ACM TRANSACTIONS ON GRAPHICS, 2003, 22 (03) :277-286