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

页数：14

共 50 条

[31] Automatic Feature Based Image Registration Using SIFT Algorithm
Mahesh
Subramanyam, M., V
2012 THIRD INTERNATIONAL CONFERENCE ON COMPUTING COMMUNICATION & NETWORKING TECHNOLOGIES (ICCCNT), 2012,
[32] Algorithm for automatic image registration on Harris-Laplace features
Wang, Weixing
Luo, Daijian
Li, Weisheng
JOURNAL OF APPLIED REMOTE SENSING, 2009, 3
[33] Automatic image registration algorithm based on a novel similarity metric
Mei, Yuesong
Yang, Shuxing
Mo, Bo
Yi Qi Yi Biao Xue Bao/Chinese Journal of Scientific Instrument, 2007, 28 (SUPP. 4): : 336 - 339
[34] Algorithm for automatic image registration on Harris-Laplace features
Wang, Weixing
Luo, Daijian
Li, Weisheng
Journal of Applied Remote Sensing, 2009, 3 (01):
[35] A robust multisource image automatic registration system based on the SIFT descriptor
Wang, Li
Niu, Zheng
Wu, Chaoyang
Xie, Renwei
Huang, Huabing
INTERNATIONAL JOURNAL OF REMOTE SENSING, 2012, 33 (12) : 3850 - 3869
[36] A Fast and Robust Image Registration Algorithm Based on Contrast Harris
Wu Y.-Q.
Xie F.
Beijing Ligong Daxue Xuebao/Transaction of Beijing Institute of Technology, 2020, 40 (03): : 316 - 324
[37] A robust affine invariant point extraction algorithm for image registration
Wang, Wei
Yan, Xingwei
Wang, Zhilin
Shi, Jianhua
2017 10TH INTERNATIONAL SYMPOSIUM ON COMPUTATIONAL INTELLIGENCE AND DESIGN (ISCID), VOL. 1, 2017, : 79 - 82
[38] A Robust Algorithm for SAR Image Registration Based on Straight Lines
Xu, Ying
Zhou, Yan
2013 6TH INTERNATIONAL CONGRESS ON IMAGE AND SIGNAL PROCESSING (CISP), VOLS 1-3, 2013, : 405 - 409
[39] A Robust Registration Algorithm for Image-Guided Surgical Robot
Li, Qianqian
Song, Rui
Ma, Xin
Liu, Xiaojing
IEEE ACCESS, 2018, 6 : 42950 - 42960
[40] A Robust Improved Image Stitching Algorithm Based on Keypoints Registration
Lei, Hua
Gu, Feiyong
Feng, Huajun
Xu, Zhihai
Li, Qi
MATHEMATICS OF DATA/IMAGE CODING, COMPRESSION, AND ENCRYPTION WITH APPLICATIONS XII, 2010, 7799

← 1 2 3 4 5 →