Geodesic
A Novel Registration Method for High Resolution Remote Sensing Images Based on JSEG and NMI
Computer Science and Information Systems, Tome 12 (2015) no. 1.

Voir la notice de l'article provenant de la source Computer Science and Information Systems website

When traditional multi-scale analysis tools are applied to high resolution remote sensing image registration, difficulties and limitations are common in selection of directional sub-bands and distribution optimization of control point pairs etc. Aiming at this issue, a novel registration method based on JSEG and NMI is proposed in this paper. It is the method that incorporates the multi-scale segmentation method (JSEG) into image registration for the first time and proposes an adaptive feature point extraction method on the basis of blocking strategy. Then, NMI is adopted to obtain a set of control point pairs. Finally, the image registration is realized by virtue of Delaunay triangle local transform mapping functions. In accordance with experiments on high resolution remote sensing images collected by different sensors, it is found that the method can not only extract feature points accurately but also ensure reasonable distribution of control point pairs. Meanwhile, compared with traditional multi-scale tools-based methods, the method has relatively high accuracy and robustness.
Keywords: Image registration; High resolution remote sensing images; JSEG; NMI 
@article{CSIS_2015_12_1_a13,
     author = {Chao Wang and Aiye Shi and Xin Wang and Fengchen Huang and Hui Liu},
     title = {A {Novel} {Registration} {Method} for {High} {Resolution} {Remote} {Sensing} {Images} {Based} on {JSEG} and {NMI}},
     journal = {Computer Science and Information Systems},
     publisher = {mathdoc},
     volume = {12},
     number = {1},
     year = {2015},
     url = {http://geodesic.mathdoc.fr/item/CSIS_2015_12_1_a13/}
}
TY  - JOUR
AU  - Chao Wang
AU  - Aiye Shi
AU  - Xin Wang
AU  - Fengchen Huang
AU  - Hui Liu
TI  - A Novel Registration Method for High Resolution Remote Sensing Images Based on JSEG and NMI
JO  - Computer Science and Information Systems
PY  - 2015
VL  - 12
IS  - 1
PB  - mathdoc
UR  - http://geodesic.mathdoc.fr/item/CSIS_2015_12_1_a13/
ID  - CSIS_2015_12_1_a13
ER  - 
%0 Journal Article
%A Chao Wang
%A Aiye Shi
%A Xin Wang
%A Fengchen Huang
%A Hui Liu
%T A Novel Registration Method for High Resolution Remote Sensing Images Based on JSEG and NMI
%J Computer Science and Information Systems
%D 2015
%V 12
%N 1
%I mathdoc
%U http://geodesic.mathdoc.fr/item/CSIS_2015_12_1_a13/
%F CSIS_2015_12_1_a13
Chao Wang; Aiye Shi; Xin Wang; Fengchen Huang; Hui Liu. A Novel Registration Method for High Resolution Remote Sensing Images Based on JSEG and NMI. Computer Science and Information Systems, Tome 12 (2015) no. 1. http://geodesic.mathdoc.fr/item/CSIS_2015_12_1_a13/