An optimization method for registration and mosaicking of remote sensing images

被引：22

作者：

Chen, Jinwei ^{[1
]}

Feng, Huajun ^{[1
]}

Pan, Kecheng ^{[1
]}

Xu, Zhihai ^{[1
]}

Li, Qi ^{[1
]}

机构：

[1] State Key Lab Modern Opt Instrumentat, Hangzhou 310027, Zhejiang, Peoples R China

来源：

OPTIK | 2014年 / 125卷 / 02期

基金：

中国国家自然科学基金;

关键词：

SIFT detector; Projective transformation; Gradient information; Seam cutting; Feathering technique;

D O I：

10.1016/j.ijleo.2013.07.034

中图分类号：

O43 [光学];

学科分类号：

070207 ; 0803 ;

摘要：

An optimization method for registration and mosaicking of remote sensing images has been proposed. More than four pairs of control points extracted by scale invariant feature transform (SIFT) detector have been used to obtain the projective transformation relation between the reference image and text image. A method based on gradient information of the region has been proposed to assign the weighted value to the feature points. The weighted value reflects the importance of the area, which can change the result of optimization. The combination method of seam cutting and feathering technique is used to stitch two overlapped images. Our experiment shows that the alignment error of interest area is smaller than that of normal area. If the weighted parameter is given proper value, the alignment error of interest area can reduced to less than one pixel. (C) 2013 Elsevier GmbH. All rights reserved.

引用

页码：697 / 703

页数：7

共 22 条

[1]

AGARWALA A, 2004, P ACM SIGGRAPH

[2]

[Anonymous], IMAGE QUILTING TEXTU

[3] SURF: Speeded up robust features [J].

Bay, Herbert ;

Tuytelaars, Tinne ;

Van Gool, Luc .

COMPUTER VISION - ECCV 2006 , PT 1, PROCEEDINGS, 2006, 3951 :404-417

[4]

Brown M., 2002, Invariant features from interest point groups, DOI DOI 10.5244/C.16.23

[5] Automatic panoramic image stitching using invariant features [J].

Brown, Matthew ;

Lowe, David G. .

INTERNATIONAL JOURNAL OF COMPUTER VISION, 2007, 74 (01) :59-73

[6] RANDOM SAMPLE CONSENSUS - A PARADIGM FOR MODEL-FITTING WITH APPLICATIONS TO IMAGE-ANALYSIS AND AUTOMATED CARTOGRAPHY [J].

FISCHLER, MA ;

BOLLES, RC .

COMMUNICATIONS OF THE ACM, 1981, 24 (06) :381-395

[7]

Gao J., 2011, P CVPR

[8] POINT PATTERN-MATCHING USING CONVEX-HULL EDGES [J].

GOSHTASBY, A ;

STOCKMAN, GC .

IEEE TRANSACTIONS ON SYSTEMS MAN AND CYBERNETICS, 1985, 15 (05) :631-637

[9] Precision Registration and Mosaicking of Multicamera Images [J].

Holtkamp, David J. ;

Goshtasby, A. Ardeshir .

IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING, 2009, 47 (10) :3446-3455

[10] Image stitching using structure deformation [J].

Jia, Jiaya ;

Tang, Chi-Keung .

IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE, 2008, 30 (04) :617-631

← 1 2 3 →