Radial Inverse Force Histograms: A new algorithm for content-based image retrieval

Nattapong Songneam; Pisit Phokharatkul; Chom Kimpan

doi:10.1109/CMCE.2010.5609929

Radial Inverse Force Histograms: A new algorithm for content-based image retrieval

Nattapong Songneam
, Pisit Phokharatkul
, Chom Kimpan

Department of Computer Engineering

Rangsit University

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

1 Citation (Scopus)

Abstract

This paper proposes a novel method, called "Radial Inverse Force Histograms (RIFH)". The principle of this method uses the gravitational forces in Newton's theory to represent the texture of image in histogram pattern. In a far and away distance the gravitational forces were reduced. In spite of this region has influence to retrieve the image. In order to overcome this problem, this research uses RIFH. The method can be used for retrieval invariant images (translation, rotation, and scaling). In experimental with the grey level image, this research studies and compare with the distance histograms method and angular histograms method. It found that, the RIFH has a better performance than other approaches.

Original language	English
Title of host publication	2010 International Conference on Computer, Mechatronics, Control and Electronic Engineering, CMCE 2010
Pages	29-32
Number of pages	4
DOIs	https://doi.org/10.1109/CMCE.2010.5609929
Publication status	Published - 2010
Event	2010 International Conference on Computer, Mechatronics, Control and Electronic Engineering, CMCE 2010 - Changchun, China Duration: 24 Aug 2010 → 26 Aug 2010

Publication series

Name	2010 International Conference on Computer, Mechatronics, Control and Electronic Engineering, CMCE 2010
Volume	6

Conference

Conference	2010 International Conference on Computer, Mechatronics, Control and Electronic Engineering, CMCE 2010
Country/Territory	China
City	Changchun
Period	24/08/10 → 26/08/10

Keywords

Content-based image retrieval
Membership matching score
Radial inverse force histogram

Access to Document

10.1109/CMCE.2010.5609929

Cite this

Songneam, N., Phokharatkul, P., & Kimpan, C. (2010). Radial Inverse Force Histograms: A new algorithm for content-based image retrieval. In 2010 International Conference on Computer, Mechatronics, Control and Electronic Engineering, CMCE 2010 (pp. 29-32). Article 5609929 (2010 International Conference on Computer, Mechatronics, Control and Electronic Engineering, CMCE 2010; Vol. 6). https://doi.org/10.1109/CMCE.2010.5609929

Songneam, Nattapong ; Phokharatkul, Pisit ; Kimpan, Chom. / Radial Inverse Force Histograms : A new algorithm for content-based image retrieval. 2010 International Conference on Computer, Mechatronics, Control and Electronic Engineering, CMCE 2010. 2010. pp. 29-32 (2010 International Conference on Computer, Mechatronics, Control and Electronic Engineering, CMCE 2010).

@inproceedings{6f5102fa57cf4ff485e7ffcb6eaab617,

title = "Radial Inverse Force Histograms: A new algorithm for content-based image retrieval",

abstract = "This paper proposes a novel method, called {"}Radial Inverse Force Histograms (RIFH){"}. The principle of this method uses the gravitational forces in Newton's theory to represent the texture of image in histogram pattern. In a far and away distance the gravitational forces were reduced. In spite of this region has influence to retrieve the image. In order to overcome this problem, this research uses RIFH. The method can be used for retrieval invariant images (translation, rotation, and scaling). In experimental with the grey level image, this research studies and compare with the distance histograms method and angular histograms method. It found that, the RIFH has a better performance than other approaches.",

keywords = "Content-based image retrieval, Membership matching score, Radial inverse force histogram",

author = "Nattapong Songneam and Pisit Phokharatkul and Chom Kimpan",

year = "2010",

doi = "10.1109/CMCE.2010.5609929",

language = "English",

isbn = "9781424479566",

series = "2010 International Conference on Computer, Mechatronics, Control and Electronic Engineering, CMCE 2010",

pages = "29--32",

booktitle = "2010 International Conference on Computer, Mechatronics, Control and Electronic Engineering, CMCE 2010",

note = "2010 International Conference on Computer, Mechatronics, Control and Electronic Engineering, CMCE 2010 ; Conference date: 24-08-2010 Through 26-08-2010",

}

Songneam, N, Phokharatkul, P & Kimpan, C 2010, Radial Inverse Force Histograms: A new algorithm for content-based image retrieval. in 2010 International Conference on Computer, Mechatronics, Control and Electronic Engineering, CMCE 2010., 5609929, 2010 International Conference on Computer, Mechatronics, Control and Electronic Engineering, CMCE 2010, vol. 6, pp. 29-32, 2010 International Conference on Computer, Mechatronics, Control and Electronic Engineering, CMCE 2010, Changchun, China, 24/08/10. https://doi.org/10.1109/CMCE.2010.5609929

Radial Inverse Force Histograms: A new algorithm for content-based image retrieval. / Songneam, Nattapong; Phokharatkul, Pisit; Kimpan, Chom.
2010 International Conference on Computer, Mechatronics, Control and Electronic Engineering, CMCE 2010. 2010. p. 29-32 5609929 (2010 International Conference on Computer, Mechatronics, Control and Electronic Engineering, CMCE 2010; Vol. 6).

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

TY - GEN

T1 - Radial Inverse Force Histograms

T2 - 2010 International Conference on Computer, Mechatronics, Control and Electronic Engineering, CMCE 2010

AU - Songneam, Nattapong

AU - Phokharatkul, Pisit

AU - Kimpan, Chom

PY - 2010

Y1 - 2010

N2 - This paper proposes a novel method, called "Radial Inverse Force Histograms (RIFH)". The principle of this method uses the gravitational forces in Newton's theory to represent the texture of image in histogram pattern. In a far and away distance the gravitational forces were reduced. In spite of this region has influence to retrieve the image. In order to overcome this problem, this research uses RIFH. The method can be used for retrieval invariant images (translation, rotation, and scaling). In experimental with the grey level image, this research studies and compare with the distance histograms method and angular histograms method. It found that, the RIFH has a better performance than other approaches.

AB - This paper proposes a novel method, called "Radial Inverse Force Histograms (RIFH)". The principle of this method uses the gravitational forces in Newton's theory to represent the texture of image in histogram pattern. In a far and away distance the gravitational forces were reduced. In spite of this region has influence to retrieve the image. In order to overcome this problem, this research uses RIFH. The method can be used for retrieval invariant images (translation, rotation, and scaling). In experimental with the grey level image, this research studies and compare with the distance histograms method and angular histograms method. It found that, the RIFH has a better performance than other approaches.

KW - Content-based image retrieval

KW - Membership matching score

KW - Radial inverse force histogram

UR - https://www.scopus.com/pages/publications/78650009808

U2 - 10.1109/CMCE.2010.5609929

DO - 10.1109/CMCE.2010.5609929

M3 - Conference contribution

AN - SCOPUS:78650009808

SN - 9781424479566

T3 - 2010 International Conference on Computer, Mechatronics, Control and Electronic Engineering, CMCE 2010

SP - 29

EP - 32

BT - 2010 International Conference on Computer, Mechatronics, Control and Electronic Engineering, CMCE 2010

Y2 - 24 August 2010 through 26 August 2010

ER -

Songneam N, Phokharatkul P, Kimpan C. Radial Inverse Force Histograms: A new algorithm for content-based image retrieval. In 2010 International Conference on Computer, Mechatronics, Control and Electronic Engineering, CMCE 2010. 2010. p. 29-32. 5609929. (2010 International Conference on Computer, Mechatronics, Control and Electronic Engineering, CMCE 2010). doi: 10.1109/CMCE.2010.5609929

Radial Inverse Force Histograms: A new algorithm for content-based image retrieval

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