Multi-Scale Change Detection Based on Fractal Analysis

被引：0

作者：

Lillo-Saavedra, Mario ^{[1
]}

Gonzalo, Consuelo ^{[2
]}

机构：

[1] Univ Concepcion, Fac Ingn Agr, Dept Mecanizac & Energia, Chillan, Chile

[2] Univ Politecn Madrid, Fac Informat, DATSI, Madrid, Spain

来源：

IMAGIN [E,G] EUROPE | 2010年

关键词：

Change Detection; Fractal dimension; Box-Counting;

D O I：

10.3233/978-1-60750-494-8-241

中图分类号：

TP7 [遥感技术];

学科分类号：

081102 ; 0816 ; 081602 ; 083002 ; 1404 ;

摘要：

The aim of this work is to propose the base-line of a new approach for change detection, based on local fractal dimension analysis. The box counting algorithm has been used for generating local fractal dimension maps of the images registered at different date to be compared. From these maps the percentage of the spectral and texturale changes between the images analyzed has been obtained. From results obtained is has been proved that this methodology is capable to detect changes in different scales depending the windows sizes using to determine the fractal maps. That implies that it is posible to define the scale of the change that will be detected.

引用

页码：241 / 248

页数：8

共 50 条

[31] Multi-scale hierarchical feature fusion network for change detection
Zheng, Hanhong
Zhang, Mingyang
Gong, Maoguo
Qin, A. K.
Liu, Tongfei
Jiang, Fenlong
PATTERN RECOGNITION, 2025, 161
[32] Change detection in high resolution SAR images based on multi-scale texture features
Wen, Caihuan
Gao, Ziqiang
MIPPR 2011: REMOTE SENSING IMAGE PROCESSING, GEOGRAPHIC INFORMATION SYSTEMS, AND OTHER APPLICATIONS, 2011, 8006
[33] Building Change Detection in Remote Sensing Images Based on Dual Multi-Scale Attention
Zhang, Jian
Pan, Bin
Zhang, Yu
Liu, Zhangle
Zheng, Xin
REMOTE SENSING, 2022, 14 (21)
[34] ROBUST VHR IMAGE CHANGE DETECTION BASED ON LOCAL FEATURES AND MULTI-SCALE FUSION
Xu, Yuan
Huo, Chunlei
Xiang, Shiming
Pan, Chunhong
2013 IEEE INTERNATIONAL CONFERENCE ON ACOUSTICS, SPEECH AND SIGNAL PROCESSING (ICASSP), 2013, : 1991 - 1995
[35] Detection of Small Lesions in Medical X-Ray Image Based on Multi-Scale Fractal Feature
Jin, Xuejing
Qi, Dawei
Wu, Haijun
Liu, Fuxiang
PROCEEDINGS OF THE 2009 2ND INTERNATIONAL CONFERENCE ON BIOMEDICAL ENGINEERING AND INFORMATICS, VOLS 1-4, 2009, : 184 - 187
[36] Multi-scale morphological descriptors from the fractal analysis of particle contour
Giulia Guida
Giulia M. B. Viggiani
Francesca Casini
Acta Geotechnica, 2020, 15 : 1067 - 1080
[37] Multi-scale morphological descriptors from the fractal analysis of particle contour
Guida, Giulia
Viggiani, Giulia M. B.
Casini, Francesca
ACTA GEOTECHNICA, 2020, 15 (05) : 1067 - 1080
[38] Multi-Scale Research on Blasting Damage of Rock Based on Fractal Theory
Xiao, Chenglong
Yang, Renshu
Ding, Chenxi
You, Yuanyuan
Tang, Wenda
ROCK MECHANICS AND ROCK ENGINEERING, 2024, 57 (08) : 5899 - 5911
[39] Object-oriented Change Detection Method Based on Multi-scale and Multi-Feature Fusion
Wang, Wen-jie
Zhao, Zhong-ming
Zhu, Hai-qing
2009 JOINT URBAN REMOTE SENSING EVENT, VOLS 1-3, 2009, : 431 - 435
[40] Change Detection Based on Multi-Grained Cascade Forest and Multi-Scale Fusion for SAR Images
Ma, Wenping
Yang, Hui
Wu, Yue
Xiong, Yunta
Hu, Tao
Jiao, Licheng
Hou, Biao
REMOTE SENSING, 2019, 11 (02)

← 1 2 3 4 5 →