لطفا منتظر بمانید ...
0% Complete
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 Ghofrani
1
Rahil Mahdian Toroghi
2
Hassan Zareian
3
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
Computational Insights into the Superior Performance of ψ-Graphene in Li-S Batteries: A DFT Study
Donna Rashidi - Maryam Abbasi - Leila Sadeghbeigy - Matin Bakhtavari - Ebrahim Nadimi
Human Identification based on micro-Doppler images using Residual Networks
Ali Pouresmaeil - Pegah Kakvand - Mohammad Ali Sebt
Multinomial Emoji Prediction Using Deep Bidirectional Transformers and Topic Modeling
Zahra Ebrahimian - Ramin Toosi - Mohammad Ali Akhaee
A Hybrid Data-Driven Algorithm for Real-Time Friction Force Estimation in Hydraulic Cylinders
Mohamad Amin Jamshidi - Mehrbod Zarifi - Zolfa Anvari - Hamed Ghafarirad - Mohammad Zareinejad
بهبود عملکرد یک ( LOC ) Lab – On –Chipپیشرفته مبتنی بر فناوری MEMSبه کمک تقویت میدان الکتریکی ساختار
شیوا عظیمی نام - فهیمه مروی - کیان جعفری
Network-based functional connectivity in MDD with suicide ideation before and after TMS: An fMRI case study
Moslem Khafi - Morteza Fattahi - Hamid Soltanian-Zadeh - Reza Rostami
A Coordinated Planning Strategy for EV Charging Infrastructure and Reactive Power Support in Distribution Networks Using a Composite System Performance Index
Sadegh Derikvandi - Mahmoud Reza Shakarami - Houman Bastami
Total Transfer Capability Improvement Using High Temperature Low Sag Conductors
Seyed Sina Mousavi-Seyedi - Mohammad Reza Rezaei - Mohammad Reza Miveh
بهینهسازی مبدلDC-DC منبع امپدانسی مبتنی بر ترانسفورماتور ایزوله گالوانیکی با کاهش تعداد سوئیچها
علی سلیمانی - رضا قاضی
ادغام حسگرهای رادار، لیدار و دوربین به منظور بهبود عملکرد در تشخیص اهداف برای کاربرد خودروهای خودران
سید مسعود معصومی زاده - محمد سجادی - طاها محقق - منصور نادرپور - صادق شاه سنایی - محمد علی مددی - زهرا کاوه وش - علی فتوت احمدی
بیشتر
ثمین همایش، سامانه مدیریت کنفرانس ها و جشنواره ها - نگارش 44.7.2
