Copy-move forgery detection using SURF feature extraction and SVM supervised learning technique
Sign Up to like & getrecommendations! Published in 2020 at "Soft Computing"
DOI: 10.1007/s00500-020-04795-x
Abstract: The goal of computer vision is to identify objects of interest from images. Copy-move forgery is the process of copying one or more parts of an image and moved into another part of an equivalent… read more here.
Keywords: move forgery; copy move; feature;
An improved block-based matching algorithm of copy-move forgery detection
Sign Up to like & getrecommendations! Published in 2017 at "Multimedia Tools and Applications"
DOI: 10.1007/s11042-017-5094-y
Abstract: Copy-move forgery is a common way of image tampering. Matching algorithm is the key step in copy-move forgery detection. Usually, the classical block-based matching algorithm (CBMA) can’t find all matched sub-blocks. In this paper, we… read more here.
Keywords: move forgery; based matching; matching algorithm; block based ... See more keywords
Fast and robust copy-move forgery detection based on scale-space representation
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DOI: 10.1007/s11042-017-5248-y
Abstract: Copy-move forgery (CMF), which copies a part of an image and pastes it into another region, is one of the most common methods for digital image tampering. For CMF detection (CMFD), we propose a fast… read more here.
Keywords: move forgery; based scale; fast robust; copy ... See more keywords
Evaluation of copy-move forgery detection: datasets and evaluation metrics
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DOI: 10.1007/s11042-018-6201-4
Abstract: Creating copy-move forgery became even easier using a wide range of software and platforms. Many algorithms have been proposed to solve the problem, but each one of those algorithms has its own drawbacks. Researchers face… read more here.
Keywords: move forgery; detection; copy move; copy ... See more keywords
Enhanced block-based copy-move forgery detection using k-means clustering
Sign Up to like & getrecommendations! Published in 2019 at "Multidimensional Systems and Signal Processing"
DOI: 10.1007/s11045-018-0624-y
Abstract: The goal of copy-move forgery is to manipulate the semantics of an image. In fact, this can be performed by cloning a region of an image and subsequently pasting it onto a different region within… read more here.
Keywords: move forgery; means clustering; copy move;
Effective and Efficient Pixel-level Detection for Diverse Video Copy-Move Forgery Types
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DOI: 10.1016/j.patcog.2021.108286
Abstract: Abstract Video copy-move forgery detection (VCMFD) is a significant and greatly challenging task due to a variety of difficulties, including a huge amount of video information, diverse forgery types, rich forgery objects, and homogenous forgery… read more here.
Keywords: move forgery; video; detection; video copy ... See more keywords
An Image Copy-Move Forgery Detection Method Based on SURF and PCET
Sign Up to like & getrecommendations! Published in 2019 at "IEEE Access"
DOI: 10.1109/access.2019.2955308
Abstract: With the maturity of image editing software, image content has been forged frequently, posing potential threats to many critical fields. To detect forgery images effectively, this paper proposes an image copy-move forgery detection (CMFD) method… read more here.
Keywords: move forgery; copy move; method; image copy ... See more keywords
CNN-Keypoint Based Two-Stage Hybrid Approach for Copy-Move Forgery Detection
Sign Up to like & getrecommendations! Published in 2024 at "IEEE Access"
DOI: 10.1109/access.2024.3380460
Abstract: Authenticating digital images poses a significant challenge due to the widespread use of image forgery techniques, including copy-move forgery. Copy-move forgery involves copying and pasting portions of an image within the same image while applying… read more here.
Keywords: copy move; approach; forgery; move forgery ... See more keywords
A Comprehensive Review of Keypoint-Based Copy-Move Forgery Detection: Challenges and Advances
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DOI: 10.1109/access.2025.3618716
Abstract: Copy-move forgery detection (CMFD) remains a significant issue in digital picture forensics, as it can conceal altered areas by duplicating and modifying them. This paper provides a comprehensive evaluation of keypoint-based CMFD techniques, meticulously categorizing… read more here.
Keywords: keypoint based; copy move; forgery detection; move forgery ... See more keywords
CNN-Transformer Based Generative Adversarial Network for Copy-Move Source/ Target Distinguishment
Sign Up to like & getrecommendations! Published in 2023 at "IEEE Transactions on Circuits and Systems for Video Technology"
DOI: 10.1109/tcsvt.2022.3220630
Abstract: Copy-move forgery can be used for hiding certain objects or duplicating meaningful objects in images. Although copy-move forgery detection has been studied extensively in recent years, it is still a challenging task to distinguish between… read more here.
Keywords: move forgery; source target; move; copy move ... See more keywords
Shrinking the Semantic Gap: Spatial Pooling of Local Moment Invariants for Copy-Move Forgery Detection
Sign Up to like & getrecommendations! Published in 2022 at "IEEE Transactions on Information Forensics and Security"
DOI: 10.1109/tifs.2023.3234861
Abstract: Copy-move forgery is a manipulation of copying and pasting specific patches from and to an image, with potentially illegal or unethical uses. Recent advances in the forensic methods for copy-move forgery have shown increasing success… read more here.
Keywords: semantic gap; move forgery; detection; copy move ... See more keywords