Usage of Fractal Dimension for Identification of Man-Made Objects

被引：0

作者：

Solonets, Oleksij ^{[1
]}

Berezina, Svitlana ^{[1
]}

Taran, Igor ^{[1
]}

Bortsova, Masha ^{[1
]}

机构：

[1] Ivan Kozhedub Kharkiv Natl Air Force Univ, Air Force Res Ctr, Kharkiv, Ukraine

来源：

2019 IEEE 2ND UKRAINE CONFERENCE ON ELECTRICAL AND COMPUTER ENGINEERING (UKRCON-2019) | 2019年

关键词：

object vectorization; segmented map; Hough parametric space; fractal dimension;

D O I：

暂无

中图分类号：

TP301 [理论、方法];

学科分类号：

081202 ;

摘要：

Automatic vectorization of aerospace images causes redundancy of node points of man-made objects' contours. Usage of Hough parametric space for reduction of approximation points, unlike the piecewise linear method, allows receiving more accurate representation of contours, but its computer realization is rather time-consuming. In the paper in order to reduce time and to increase efficiency of the process of vectorization of images of ultrahigh spatial resolution the possibility of usage of fractal dimension as an additional criterion for objects classification is investigated.

引用

下载

页码：102 / 106

页数：5

共 50 条

[1] Detecting the man-made objects by fractal models
Zhao, Yigong
Zhu, Hong
Xiang, Jianyong
Hongwai Yu Haomibo Xuebao/Journal of Infrared and Millimeter Waves, 1995, 14 (05): : 336 - 340
[2] The segmentation algorithm of man-made regions based on local fractal dimension
Guo, Dongwei
Cao, Lisai
Zou, Yun
FOURTH INTERNATIONAL CONFERENCE ON DIGITAL IMAGE PROCESSING (ICDIP 2012), 2012, 8334
[3] Upright orientation of man-made objects
Fu, Hongbo
Cohen-Or, Daniel
Dror, Gideon
Sheffer, Alla
ACM TRANSACTIONS ON GRAPHICS, 2008, 27 (03):
[4] Punctuated simplification of man-made objects
Justin Jang
Peter Wonka
William Ribarsky
Christopher D. Shaw
The Visual Computer, 2006, 22 : 136 - 145
[5] Symmetry Hierarchy of Man-Made Objects
Wang, Y.
Xu, K.
Li, J.
Zhang, H.
Shamir, A.
Liu, L.
Cheng, Z.
Xiong, Y.
COMPUTER GRAPHICS FORUM, 2011, 30 (02) : 287 - 296
[6] Spectral classification of man-made objects
Magand, F
ACUSTICA, 1996, 82 : S224 - S224
[7] CONDENSATION PROCESSES ON MAN-MADE OBJECTS
Shestakov, F. V.
BULLETIN OF THE NATIONAL ACADEMY OF SCIENCES OF THE REPUBLIC OF KAZAKHSTAN, 2014, (02): : 62 - 77
[8] Punctuated simplification of man-made objects
Jang, J
Wonka, P
Ribarsky, W
Shaw, CD
VISUAL COMPUTER, 2006, 22 (02): : 136 - 145
[9] Corner detection for identification of man-made objects in noisy aerial images
Bankman, IN
Rogala, EW
AUTOMATIC TARGET RECOGNITION XII, 2002, 4726 : 304 - 309
[10] Using models to recognise man-made objects
Reno, AL
Booth, DM
SECOND IEEE WORKSHOP ON VISUAL SURVEILLANCE (VS'99), PROCEEDINGS, 1999, : 33 - 40

← 1 2 3 4 5 →