Effective Object Localization in Images by Calculating Ratio and Distance Between Pixels

被引：0
|
作者：
Bohush, Rykhard [1 ]
Ablameyko, Sergey [2 ]
Adamovskiy, Yahor [1 ]
Glukhov, Dmitry [1 ]
机构：
[1] Polotsk State Univ, Blokhina St 29, Novopolotsk 211440, BELARUS
[2] Belarusian State Univ, Nezavisimosti Ave 4, Minsk, BELARUS
来源：
PROCEEDINGS OF THE 1ST INTERNATIONAL WORKSHOP ON INTELLIGENT INFORMATION TECHNOLOGIES & SYSTEMS OF INFORMATION SECURITY (INTELITSIS 2020), VOL 1 | 2020年 / 2623卷
关键词：
similarity functions; object localization; distance;
D O I：
暂无
中图分类号：
TP [自动化技术、计算机技术];
学科分类号：
0812 ;
摘要：
In this paper, two novel similarity functions which consider the spatial and brightness relations between pixels for object localization in images are presented. We explore different advantages of our functions and compare them to others that use only spatial connection between pixels. It is shown, that one of them is robust to linear change in pixel brightness levels of the compared images. Comparison of computational cost and localization accuracy of shifted object for our similarity functions with others is given in the paper. The presented experimental results confirm the effectiveness of the proposed approach for object localization.
引用
收藏
页码：57 / 66
页数：10
相关论文
共 50 条
  • [1] Effective Restoration of Clipped Pixels in LDR Images
    Gupta, Sunit
    Sharma, Utpal
    Patel, Himen
    2013 INTERNATIONAL CONFERENCE ON COMMUNICATIONS AND SIGNAL PROCESSING (ICCSP), 2013, : 893 - 896
  • [2] EFFECT OF VARIATION IN DISTANCE BETWEEN SUBJECT AND OBJECT ON SPACE LOCALIZATION
    GLICK, J
    WAPNER, S
    PERCEPTUAL AND MOTOR SKILLS, 1966, 23 (02) : 438 - &
  • [3] Object Localization in Medical Images
    Benes, Radek
    Hasmanda, Martin
    Riha, Kamil
    2011 34TH INTERNATIONAL CONFERENCE ON TELECOMMUNICATIONS AND SIGNAL PROCESSING (TSP), 2011, : 559 - 563
  • [4] Topological persistence based on pixels for object segmentation in biomedical images
    Assaf, Rabih
    Goupil, Alban
    Kacim, Mohammad
    Vrabie, Valeriu
    2017 FOURTH INTERNATIONAL CONFERENCE ON ADVANCES IN BIOMEDICAL ENGINEERING (ICABME), 2017, : 93 - 96
  • [5] Metadata Extraction for Calculating Object Perimeter in Images
    Name, M. H.
    Ribeiro, S. S.
    Maruyama, T. M.
    Valle, H. de P.
    Falate, R.
    Vaz, M. S. M. G.
    IEEE LATIN AMERICA TRANSACTIONS, 2014, 12 (08) : 1566 - 1571
  • [6] A transition pixels based text detection and localization for video images
    Yang, Gao-Bo
    Wu, Xiao
    Zhang, Zhao-Yang
    Zhu, Ning-Bo
    Hunan Daxue Xuebao/Journal of Hunan University Natural Sciences, 2011, 38 (06): : 69 - 74
  • [7] STRAWBERRY PLANT LOCALIZATION VIA RELATIVE PIXELS IN SEQUENTIAL IMAGES
    Kong, Xiangling
    Xu, Yunjun
    PROCEEDINGS OF THE ASME 11TH ANNUAL DYNAMIC SYSTEMS AND CONTROL CONFERENCE, 2018, VOL 1, 2018,
  • [8] Calculating the Hausdorff distance between curves
    School of Mathematics, Georgia Institute of Technology, Atlanta, GA 30332, United States
    Inf. Process. Lett., 1 (17-22):
  • [9] Calculating the Hausdorff distance between curves
    Belogay, E
    Cabrelli, C
    Molter, U
    Shonkwiler, R
    INFORMATION PROCESSING LETTERS, 1997, 64 (01) : 17 - 22
  • [10] Shadow detection of the satellite images of earth using ratio image pixels
    Musleh, Suhaib
    Sarfraz, Muhammad
    Raafat, Hazem
    EARTH SCIENCE INFORMATICS, 2021, 14 (01) : 377 - 392
12345