Geometric transformation invariant block based copy-move forgery detection using fast and efficient hybrid local features

B Soni, PK Das, DM Thounaojam - Journal of information security and …, 2019 - Elsevier
Copy-move forgery in images is a popular tampering method, in which a portion of an image
is copied and pasted on some other location of the same image. This paper proposes an …

An improved image dehazing technique using CLAHE and guided filter

B Soni, P Mathur - 2020 7th International conference on signal …, 2020 - ieeexplore.ieee.org
Presence of haze components in the atmosphere, degrade the contrast as well as the true
color of the real images. As a result of this, images are difficult to comprehend and to be …

Salient keypoint-based copy–move image forgery detection

N Kumar, T Meenpal - Australian Journal of Forensic Sciences, 2023 - Taylor & Francis
Copy–move forgery is one of the most common image forgeries in digital images. In copy–
move forgery, some object or region of an object is copied and duplicated in other parts of …

Image forgery detection and localization via a reliability fusion map

H Yao, M Xu, T Qiao, Y Wu, N Zheng - Sensors, 2020 - mdpi.com
Moving away from hand-crafted feature extraction, the use of data-driven convolution neural
network (CNN)-based algorithms facilitates the realization of end-to-end automated forgery …

Keypoints based enhanced multiple copy‐move forgeries detection system using density‐based spatial clustering of application with noise clustering algorithm

B Soni, PK Das, DM Thounaojam - IET Image Processing, 2018 - Wiley Online Library
In this study, the problem of detecting if an image has tampered is inquired; especially, the
attention has been paid to the case in which the portion of an image is copied and then …

基于深度学**的数字图像取证技术研究进展

乔通, 姚宏伟, 潘彬民, 徐明, 陈艳利 - 网络与信息安全学报, 2021 - infocomm-journal.com
随着数字图像篡改技术不断的革新换代, 传统的取证方法已经无法对抗最新的多媒体篡改手段和
技术, 尤其是深度造假及深度学**技术带来的全新挑战. 总结提炼了包括图像预处理模块 …

[BOK][B] Machine learning and deep learning techniques for medical image recognition

BO Soufiene, C Chakraborty - 2023 - books.google.com
Machine Learning and Deep Learning Techniques for Medical Image Recognition
comprehensively reviews deep learning-based algorithms in medical image analysis …

Image forensic using block-based copy-move forgery detection

B Soni, D Biswas - 2018 5th international conference on signal …, 2018 - ieeexplore.ieee.org
Copy-move forgery is the image tampering procedure where a region or more regions of the
image is copied and pasted into one or more areas of the same image. Detection of image …

multiCMFD: fast and efficient system for multiple copy-move forgeries detection in image

B Soni, PK Das, DM Thounaojam - Proceedings of the 2018 international …, 2018 - dl.acm.org
Due to excess uses of digital contents for communication and using image handling
software and tools manipulation of these contents, detection of copy-move manipulation has …

[PDF][PDF] RFSVM: A novel classification technique for breast cancer diagnosis

B Soni, A Bora, A Ghosh, A Reddy - International Journal of …, 2019 - researchgate.net
Cancer is a disease, which develops, in human body due to gene mutation. Due to various
factor cells turn into cancerous cell and grow rapidly while damaging normal cells. Many …