ACCURACY Detection of Digital Image Forgery by Using Ant Colony Optimization Technique

被引：0

作者：

Singh, Sarvjit ^{[1
]}

Agrawal, Sunil ^{[1
]}

Singh, Gagandeep ^{[1
]}

机构：

[1] UIET Panjab Univ, ECE Dept, Chandigarh, India

来源：

4TH INTERNATIONAL CONFERENCE ON ADVANCEMENTS IN ENGINEERING & TECHNOLOGY (ICAET-2016) | 2016年 / 57卷

关键词：

ACO; digital photo image; digital forgery; digital image forensics;

D O I：

10.1051/matecconf/20165701014

中图分类号：

S2 [农业工程];

学科分类号：

0828 ;

摘要：

Image forgery is one of the well known fields in which researches continuously exploring new areas. In digital image forgery one can change image in many ways using several software's, researchers exploring new algorithms to detect image forgery areas and change it to original pixel values if possible. In this paper we employed ACO (Ant Colony Optimization) to find areas which are manipulated with some software. The experimental results prove that ACO is better than existing methods of detecting tampered regions in digital photo images.

引用

页数：4

共 10 条

[1]

[Anonymous], 2010, International Journal on Computer Science and Engineering

[2]

Chandrasekhar U., 2011, 2011 2nd International Conference on Intelligent Agent & Multi-Agent Systems, P32, DOI 10.1109/IAMA.2011.6048999

[3]

Grim Jiri, 2010, Proceedings of the 2010 Sixth International Conference on Intelligent Information Hiding and Multimedia Signal Processing (IIHMSP 2010), P579, DOI 10.1109/IIHMSP.2010.147

[4] DETECTING DIGITAL IMAGE FORGERIES THROUGH INCONSISTENT MOTION BLUR [J].

Kakar, Pravin ;

Natarajan, Sudha ;

Ser, Wee .

2010 IEEE INTERNATIONAL CONFERENCE ON MULTIMEDIA AND EXPO (ICME 2010), 2010, :486-491

[5]

Li Kang, 2010, Proceedings of the 2010 3rd International Congress on Image and Signal Processing (CISP 2010), P2419, DOI 10.1109/CISP.2010.5648249

[6]

Murali S, 2012, 2012 IEEE INTERNATIONAL CONFERENCE ON ADVANCED COMMUNICATION CONTROL AND COMPUTING TECHNOLOGIES (ICACCCT), P120, DOI 10.1109/ICACCCT.2012.6320754

[7]

Peng F, 2010, 2010 S PHOT OPT, P1, DOI [10.1109/SOPO.2010.5504091, DOI 10.1109/SOPO.2010.5504091]

[8]

Quan X, 2012, INT C CYBER SECURITY, P180

[9] Digital image forgery detection based on the consistency of defocus blur [J].

Wang, Xin ;

Xuan, Bo ;

Peng, Si-long .

2008 FOURTH INTERNATIONAL CONFERENCE ON INTELLIGENT INFORMATION HIDING AND MULTIMEDIA SIGNAL PROCESSING, PROCEEDINGS, 2008, :192-+

[10] A Fast Image Copy-move Forgery Detection method using Phase Correlation [J].

Xu, Bo ;

Liu, Guangjie ;

Dai, Yuewei .

2012 FOURTH INTERNATIONAL CONFERENCE ON MULTIMEDIA INFORMATION NETWORKING AND SECURITY (MINES 2012), 2012, :319-322

← 1 →