کنفرانس مهندسی برق ایران

صفحه اصلی / سی و سومین کنفرانس بین المللی مهندسی برق

A Robust Video Steganography using 3D-CNN and Maximum Mean Discrepancy Cost Function

نویسندگان :

Ali Ghofrani¹ Rahil Mahdian Toroghi² Hassan Zareian³

1- Iran Broadcasting University 2- Iran Broadcasting University 3- Iran Broadcasting University

کلمات کلیدی :

Video steganography,،3D-CNN,،Maximum Mean Discrepancy (MMD)،Spatio-temporal features

چکیده :

Video steganography aims at embedding a secret video within a cover video so that the output container does not attract any attentions. Furthermore, the quality of the container should resemble the original cover in order to conceal the existence of any hidden information, no matter whether the hidden video is encrypted or not. In this paper, a 3D-CNN has been proposed to ensure that the distribution of the container video frames closely resembles the original cover, confirming the imperceptibility of the embedded information. This is achieved by leveraging a novel optimization function, namely MMD to match the distribution of the container video frames to that of the cover. Similarly, it pursues the same density functions for the reveal and secret paired video, as well. The UCF-101 dataset has been employed for training of the model. The evaluation measures of SSIM, PSNR, APD and VIF have been involved and the outputs are further visually observed. The results clearly indicate that the proposed model outperforms the competitive models using the novel cost function.

لیست مقالات

لیست مقالات بایگانی شده

RSF: Reinforcement learning based hybrid split and federated learning for edge computing environments

Alireza Soleimani - Negar Anabestani - Mahmoud Momtazpour

Optimal Scheduling of Active Distribution Networks with High Penetration of Plug-in Electric vehicles and Renewables Using Grasshopper Optimization Algorithm

Seyyed Hadi Mousavi - Varahram Janatifar - Arya Abdolahi - Mitra Sarhangzadeh

شناسایی کمپلکس ‎های پروتئینی با رویکرد خوشه ‎بندی EM و با استفاده از داده ‎های زیستی

مریم مولی وردیخانی - سعید جلیلی

A Centralized Adaptive PID Control of Telerehabilitation Systems Using Multi-Agent Systems Theory

Mohammadreza Sheykh - Heidar Ali ُTalebi - Iman Sharifi

مدل سازی فشرده و شبیه سازی گذار عایق به هادی در افزاره مات مبتنی بر VO2

پرناز عباسی - مجید شالچیان

Design and Parametric Study of Circular Polarized Electrically Small Archimedean Spiral PIFA Antenna for Biomedical Implants in ISM Band

Sina Saeedi - Arezoo Abdi - Farhad Ghorbani - Hadi Aliakbarian - Ramezan Ali Sadeghzadeh

طراحی و شبیه سازی یک تقویت کننده کم نویز پهن باند در باند K (18 تا 27 گیگاهرتز)

نوید نصیری - حسین شمسی

مدل سازی و شبیه سازی جداکننده پرتو کوانتومی و تداخل گر ماخ زندر کوانتومی

محمد جواد شریفی

Alternative Detectors for Spectrum Sensing by Exploiting Excess Bandwidth

Sirvan Gharib - Abolfazl Falahati - Vahid Ahmadi

Helmet Microwave Array Applicator for Deep-Seated Brain Tumor Hyperthermia

Mohammad Moeini Arani - Mohammad Javad Hajiahmadi - Reza Faraji-Dana

ثمین همایش، سامانه مدیریت کنفرانس ها و جشنواره ها - نگارش 40.3.1