An Evaluation of Convolutional Neural Network (CNN) Model for Copy-Move and Splicing Forgery Detection
Image forgeries such as copy-move and splicing are very common due to the availability of the advancement in software editing techniques. However, most of the existing methods for forgery detection consider only one type of image forgery due to the reason that both forgeries have different traits....
| Main Authors: | Muniappan, Thiiban, Abd Warif, Nor Bakiah, Ismail, Ahsiah, Mat Abir, Noor Atikah |
|---|---|
| Format: | Article |
| Language: | English |
| Published: |
IJISAE
2023
|
| Subjects: | |
| Online Access: | http://eprints.uthm.edu.my/9251/ http://eprints.uthm.edu.my/9251/1/J16045_03bd2e85e9c5ccb6bf013a56ac2dba37.pdf |
Similar Items
An Evaluation of Convolutional Neural Network (CNN) Model
for Copy-Move and Splicing Forgery Detection
by: Thiiban Muniappan, Thiiban Muniappan, et al.
Published: (2023)
by: Thiiban Muniappan, Thiiban Muniappan, et al.
Published: (2023)
CMF-iteMS: An automatic threshold selection for detection of copy-move forgery
by: Nor Bakiah, Abd. Warif, et al.
Published: (2019)
by: Nor Bakiah, Abd. Warif, et al.
Published: (2019)
A comparative analysis on three duplication elements in copy-move forgery using patchmatch-based detection method
by: Nur Izzati, Nor Azaimi, et al.
Published: (2023)
by: Nur Izzati, Nor Azaimi, et al.
Published: (2023)
A comprehensive evaluation procedure for copy-move forgery detection methods : Results from a systematic review
by: Nor Bakiah, Abd Warif, et al.
Published: (2022)
by: Nor Bakiah, Abd Warif, et al.
Published: (2022)
Comparison of edge detection algorithms for texture analysis on copy-move forgery detection images
by: Idris, Bashir, et al.
Published: (2022)
by: Idris, Bashir, et al.
Published: (2022)
Image Splicing Detection With Constrained Convolutional Neural Network
by: Lee, Yang Yang
Published: (2019)
by: Lee, Yang Yang
Published: (2019)
Moving detection using cellular neural network (CNN)
by: Prema Latha, Subramaniam
Published: (2008)
by: Prema Latha, Subramaniam
Published: (2008)
A keypoint based copy-move forgery detection and localization in digital images / Somayeh Sadeghi
by: Somayeh, Sadeghi
Published: (2015)
by: Somayeh, Sadeghi
Published: (2015)
Face detection based on Haar cascade and Convolution Neural Network (CNN)
by: Mohd Ariffin, Noor Afiza, et al.
Published: (2025)
by: Mohd Ariffin, Noor Afiza, et al.
Published: (2025)
Investigation And Development Of Convolutional Neural Network Based Image Splicing Detection
by: Md Hasim, Siti Mastura
Published: (2017)
by: Md Hasim, Siti Mastura
Published: (2017)
Investigation And Development Of Convolutional Neural Network Based Image Splicing Detection
by: Hasim, Siti Mastura Binti Md
Published: (2017)
by: Hasim, Siti Mastura Binti Md
Published: (2017)
Enhanced Block-Based Copy-Move Image Forgery Detection Using K-Means Clustering Technique
by: Mohammed Abdo Al-Qershi, Osamah
Published: (2018)
by: Mohammed Abdo Al-Qershi, Osamah
Published: (2018)
Splicing image forgery identification based on artificial neural network approach and texture features
by: Mohd Omar, Nur Fareha Amira
Published: (2019)
by: Mohd Omar, Nur Fareha Amira
Published: (2019)
Application of a convolutional neural network (CNN) for droplet detection in an aeroengine bearing chamber
by: Farbrother, Katrina
Published: (2023)
by: Farbrother, Katrina
Published: (2023)
Zebrafish larvae locomotor activity detection using Convolutional NeuraL Network (CNN)
by: Wan Nur Azhani, Wan Samsudin, et al.
Published: (2022)
by: Wan Nur Azhani, Wan Samsudin, et al.
Published: (2022)
The Implementation of Transfer Learning by Convolution Neural Network (CNN) for Recognizing Facial Emotions
by: Munanday, Anbananthan Pillai, et al.
Published: (2023)
by: Munanday, Anbananthan Pillai, et al.
Published: (2023)
Super-low resolution face recognition using integrated Efficient Sub-Pixel Convolutional Neural Network (ESPCN) and Convolutional Neural Network (CNN)
by: Talab, Mohammed Ahmed, et al.
Published: (2019)
by: Talab, Mohammed Ahmed, et al.
Published: (2019)
Micro-seismic event detection and location in underground mines by using Convolutional Neural Networks (CNN) and deep learning
by: Huang, L., et al.
Published: (2018)
by: Huang, L., et al.
Published: (2018)
Detection of pulmonary tuberculosis manifestation in chest x-rays using different Convolutional Neural Network (CNN) models
by: Meraj, Syeda Shaizadi, et al.
Published: (2019)
by: Meraj, Syeda Shaizadi, et al.
Published: (2019)
Image splicing forgery approachs: A review and future direction
by: Ernawati, Muji, et al.
Published: (2022)
by: Ernawati, Muji, et al.
Published: (2022)
New texture descriptor based on modified fractional entropy for digital image splicing forgery detection
by: Hamid, A. Jalab, et al.
Published: (2019)
by: Hamid, A. Jalab, et al.
Published: (2019)
Web page classification using convolutional neural network (CNN) towards eliminating internet addiction
by: Siti Hawa, Apandi, et al.
Published: (2021)
by: Siti Hawa, Apandi, et al.
Published: (2021)
White blood cell recognition for biomarker model using improved convolutional neural network (CNN)
by: Mohd Safuan, Syadia Nabilah
Published: (2022)
by: Mohd Safuan, Syadia Nabilah
Published: (2022)
Forgery detection in medical images using Complex Valued Neural Network (CVNN)
by: Olanrewaju, Rashidah Funke, et al.
Published: (2011)
by: Olanrewaju, Rashidah Funke, et al.
Published: (2011)
A Convolutional Neural Network (CNN) Classification Model for Web Page: A Tool for Improving Web Page Category Detection Accuracy
by: Siti Hawa, Apandi, et al.
Published: (2023)
by: Siti Hawa, Apandi, et al.
Published: (2023)
Universiti malaysia pahang autonomous shuttle Development : Lane classification analysis using convolutional neural network (CNN)
by: Yee, Lee Yin, et al.
Published: (2022)
by: Yee, Lee Yin, et al.
Published: (2022)
Universiti Malaysia Pahang autonomous shuttle development : Lane classification analysis using Convolutional Neural Network (CNN)
by: Yee, Lee Yin, et al.
Published: (2022)
by: Yee, Lee Yin, et al.
Published: (2022)
Deep learning object detector using a combination of Convolutional Neural Network (CNN) architecture (MiniVGGNet) and classic object detection algorithm
by: Ismail, Asmida, et al.
Published: (2020)
by: Ismail, Asmida, et al.
Published: (2020)
Use Word Cloud Image Of Web Page Text Content On Convolutional Neural Network (CNN) For Classification Of Web Pages
by: Siti Hawa, Apandi, et al.
Published: (2024)
by: Siti Hawa, Apandi, et al.
Published: (2024)
A model of web page classification using convolutional neural network (CNN): a tool to prevent internet addiction
by: Siti Hawa, Apandi, et al.
Published: (2022)
by: Siti Hawa, Apandi, et al.
Published: (2022)
Improving Convolutional Neural Network (CNN) architecture (miniVGGNet) with batch normalization and learning rate decay factor for image classification
by: Ismail, Asmida, et al.
Published: (2019)
by: Ismail, Asmida, et al.
Published: (2019)
Lightning damage assessment on solar panels using in-house portable infrared thermography camera with Convolutional Neural Network (CNN) algorithm
by: Chandrasegaran, Ormiila, et al.
Published: (2024)
by: Chandrasegaran, Ormiila, et al.
Published: (2024)
Forgery detection using Krawtchouk moments
by: Alenezi, Ahmad M., et al.
Published: (2019)
by: Alenezi, Ahmad M., et al.
Published: (2019)
Object detection utilizing modified auto encoder and convolutional neural networks
by: Khiarak, Jalil Nourmohammadi, et al.
Published: (2018)
by: Khiarak, Jalil Nourmohammadi, et al.
Published: (2018)
Anti-Forgery Document Detection System (FDDS)
by: Rassem, Taha H., et al.
Published: (2018)
by: Rassem, Taha H., et al.
Published: (2018)
Detection of proliferative diabetic retinopathy in fundus images using convolution neural network
by: Hasliza, Abu Hassan, et al.
Published: (2020)
by: Hasliza, Abu Hassan, et al.
Published: (2020)
Event detection for smart conference room using spatiotemporal convolutional neural network
by: Tan, Yi Jian
Published: (2020)
by: Tan, Yi Jian
Published: (2020)
Passive video forgery detection techniques: a survey
by: Abdul Wahab, Ainuddin Wahid, et al.
Published: (2014)
by: Abdul Wahab, Ainuddin Wahid, et al.
Published: (2014)
Convolutional Neural Network Model for Bone Fracture Detection and
Classification in X-Ray Images
by: M. Fariz Fadillah, Mardianto, et al.
Published: (2024)
by: M. Fariz Fadillah, Mardianto, et al.
Published: (2024)
Snake detection system using convolutional neural network / Muhammad Danial Ahmad Tarmizi
by: Ahmad Tarmizi, Muhammad Danial
Published: (2020)
by: Ahmad Tarmizi, Muhammad Danial
Published: (2020)
Similar Items
-
An Evaluation of Convolutional Neural Network (CNN) Model
for Copy-Move and Splicing Forgery Detection
by: Thiiban Muniappan, Thiiban Muniappan, et al.
Published: (2023) -
CMF-iteMS: An automatic threshold selection for detection of copy-move forgery
by: Nor Bakiah, Abd. Warif, et al.
Published: (2019) -
A comparative analysis on three duplication elements in copy-move forgery using patchmatch-based detection method
by: Nur Izzati, Nor Azaimi, et al.
Published: (2023) -
A comprehensive evaluation procedure for copy-move forgery detection methods : Results from a systematic review
by: Nor Bakiah, Abd Warif, et al.
Published: (2022) -
Comparison of edge detection algorithms for texture analysis on copy-move forgery detection images
by: Idris, Bashir, et al.
Published: (2022)