An Automatic Robust Image Registration Algorithm for Aerial Mapping

被引：5
|
作者：
Javadi, Mohammad Saleh [1 ]
Kadim, Zulaikha [1 ]
Woon, Hon Hock [1 ]
Johari, Khairunnisa Mohamed [1 ]
Samudin, Norshuhada [1 ]
机构：
[1] MIMOS Berhad, Adv Informat Architecture Dev, Technol Pk Malaysia, Kuala Lumpur 57000, Malaysia
来源：
INTERNATIONAL JOURNAL OF IMAGE AND GRAPHICS | 2015年 / 15卷 / 02期
关键词：
Aerial mapping; image registration; unmanned aerial vehicle; transformation matrix; image alignment;
D O I：
10.1142/S0219467815400021
中图分类号：
TP31 [计算机软件];
学科分类号：
081202 ; 0835 ;
摘要：
Aerial mapping is attracting more attention due to the development in unmanned aerial vehicles (UAVs) and their availability and also vast applications that require a wide aerial photograph of a region in a specific time. The cross-modality as well as translation, rotation, scale change and illumination are the main challenges in aerial image registration. This paper concentrates on an algorithm for aerial image registration to overcome the aforementioned issues. The proposed method is able to sample automatically and align the sensed images to form the final map. The results are compared with satellite images that shows a reasonable performance with geometrically correct registration.
引用
收藏
页数：14
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