Enhanced Block-Based Copy-Move Image Forgery Detection Using K-Means Clustering Technique

In this thesis, the effect of feature type and matching method has been analyzed by comparing different combinations of matching method – feature type for copy-move image forgery detection. The results showed an interaction between some of the features and some of the matching methods. Due to the im...

Full description

Bibliographic Details
Main Author:	Mohammed Abdo Al-Qershi, Osamah
Format:	Thesis
Language:	English
Published:	2018
Subjects:	T Technology TK Electrical Engineering. Electronics. Nuclear Engineering
Online Access:	http://eprints.usm.my/56080/
Abstract	Abstract here

Similar Items

Image forensic for digital image copy move forgery detection
by: Yeap, Yong Yew
Published: (2025)

Copy-move forgery detection using overlapping block approach with fusion of zernike moment and DCT transform
by: Gelareh Majid
Published: (2025)

Enhanced dominated completed median ternary pattern for detection of copy-move image forgery against post-processing operations
by: Rafidah Muhamad
Published: (2025)

A keypoint based copy-move forgery detection and localization in digital images / Somayeh Sadeghi
by: Somayeh, Sadeghi
Published: (2015)

Copy-move image forgery detection scheme based on new texture descriptor utilising graphical processing unit
by: Salam Abdulnabi Thajeel
Published: (2025)

Coarse-to-fine copy-move image forgery detectiion method based on discrete cosine transform
by: Mas Elyna Mohd. Azol
Published: (2025)

Non-Destructive Crack Detection Technique by Means of Microwave Imaging
by: Enoch, Jiya Adama
Published: (2015)

Development of Acute Stroke Lesion Segmentation Algorithm in Brain MRI using Pseudo-colour with K-means Clustering
by: Abang Mohd Arif Anaqi, Abang Isa
Published: (2021)

A Study And Analysis Of Watermarking Algorithms For Medical Images
by: Abdo Al-Qershi, Osamah Mohammed
Published: (2010)

A Study And Analysis Of Watermarking Algorithms For Medical Images
by: Al-Qershi, Osamah Mohammed Abdo
Published: (2010)

Comparative study of K-means and K-means++ clustering algorithms on crime domain
by: Bashar Hamad Aubaidan ( P62439)
Published: (2023)

Moving object detection in a sequence of images taken from non-stationary camera
by: Cholan, Noran Azizan
Published: (2004)

Lattice Sphere Detection Techniques In Block Data Transmission And Multiuser Wireless Systems
by: Albreem, Mahmoud A. M.
Published: (2013)

Optimized clustering with modified K-means algorithm
by: Alibuhtto, Mohamed Cassim
Published: (2021)

Type 2 diabetes sub-clustering of Malaysian main ethnic groups using k-means algorithm
by: Nashuha Omar
Published: (2025)

Hybrid optimization for k-means clustering learning enhancement
by: Yousef Farhang
Published: (2025)

Detection and classification of moving objects for an automated surveillance system
by: Md Tomari, Mohd Razali
Published: (2006)

Image Segmentation using Enhanced K-means Clustering with Hybrid Image Filtering for Acute Leukemia Blood Cells Microscopic Images
by: Farah Hanim Bt Abd Jabar
Published: (2024)

Image restoration techniques in spatial domain and frequency domains / Osamah Jasim Madhloom
by: Osamah Jasim, Madhloom
Published: (2017)

Enhanced Clustering Algorithms For Gray-Scale Image Segmentation
by: Siddiqui, Fasahat Ullah
Published: (2012)

Development Of Techniques For The Detection Of Tumours In Breast Magnetic Resonance Imaging
by: Al-Faris, Ali Qusay Zahroon
Published: (2015)

Variable block based motion estimation using hexagon diamond full search algorithm (HDFSA) via block subtraction technique
by: Hardev Singh, Jitvinder Dev Singh
Published: (2015)

Quantification Of Oleoresin In Agarwood By Means Of Micro-Computed Tomography And Digital Image Processing
by: Khalid, Khair'iah Yazid @
Published: (2011)

Genetic Algorithm Assisted Optimum Detection For Block Data Transmission Systems
by: Babu, Shanmugaih Palanichamy Kulandaivel
Published: (2010)

Transmitter Precoding And Code-sharing Techniques Using Block Transmission System
by: Nayef Khatib , Mutamed Turki
Published: (2009)

Image clustering comparison of two color segmentation techniques
by: Subramaniam, Kavitha Pichaiyan
Published: (2010)

Nearfield Electromagnetic Imaging Technique For Brain Tumour Detection
by: Eustacius Jude, Anak Joseph Linggong
Published: (2019)

K-means with modified simulated annealing and great deluge algorithms for clustering problems
by: Kittaneh Rawnaq Raji Nemer. (P53656)
Published: (2023)

Initialization Methods For Conventional Fuzzy C-Means And Its Application Towards Colour Image Segmentation
by: Tan , Khang Siang
Published: (2011)

Region duplication forgery detection technique based on keypoint matching / Diaa Mohammed Hassan Uliyan
by: Diaa , Mohammed Hassan Uliyan
Published: (2016)

Malaysia household incomes classification prediction with k-means clustering and fuzzy inference system
by: Hamzah, Nur Atiqah
Published: (2018)

Statistical data preprocessing methods in distance functions to enhance k-means clustering algorithm
by: Dalatu, Paul Inuwa
Published: (2018)

Electroencephalogram stress level classification using k-means clustering and support vector machine
by: Tee Yi Wen Razak
Published: (2025)

License plate recognition based on speeded up robust features and k-means clustering
by: Firas Mahmood Khaleel (P61034 )
Published: (2023)

License plate recognition based on speeded up robust features and k-means clustering
by: Firas Mahmood Khaleel. (P61034)
Published: (2023)

Transmitter precoding and code-sharing techniques using block transmission system [TK1-9971].
by: Nayef Khatib, Mutamed Turki
Published: (2009)

Hybrid 2D phase unwrapping methodology using spatial fuzzy clustering and neurofuzzy classification with application in sar images
by: Then, Patrick Hang Hui.
Published: (2001)

Detection And Identification Of Stiction In Control Valves Based On Fuzzy Clustering Method
by: Daneshwar, Muhammad Amin
Published: (2016)

Intrusion detection system using hybird gsa-k-means
by: Bibi Masoomeh Aslahi Shahri
Published: (2025)

Image Splicing Detection With Constrained Convolutional Neural Network
by: Lee, Yang Yang
Published: (2019)