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International Journal of Nonlinear Analysis and Applications، جلد ۱۲، شماره Special Issue، صفحات ۱۲۴۳-۱۲۵۷

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عنوان انگلیسی Secret data transmission using advanced steganography and image compression
چکیده انگلیسی مقاله Growing requirements for preservation as well as transportation of multi-media data have been a component of everyday routine throughout the last numerous decades. Multimedia data such as images and videos play a major role in creating an immersive experience. Data and information must be transmitted quickly and safely in today’s technologically advanced society, yet valuable data must be protected by unauthorised people. Throughout such work, a covert communication as well as textual data extraction approach relying on steganography and image compression is constructed by utilising a deep neural network. Using spatial steganography, the initial input textual image and cover image are all first pre-processed, and afterwards the covert text-based images are further separated and implanted into the least meaningful bit of the cover image picture element. Thereafter, stego- images are compressed to create an elevated quality image and to save storage capacity at the sender’s end. After all this, the receiver will receive this stego-image through a communication channel. Subsequently, steganography and compression are reversed at the receiver’s end. This work has a multitude of problems that make it a fascinating subject to embark on. Selecting the correct steganography and image compression method is by far the most important part of this work. The suggested method, which integrates both image-steganography and compaction, achieves better efficacy in relation to peak signal-to-noise.
کلیدواژه‌های انگلیسی مقاله Image compression, Steganography, Data Transmission

نویسندگان مقاله Digvijay Pandey |
Department of Electronics Engineering, Institute of Engineering and Technology, Dr. A.P.J. Abdul Kalam Technical University, Lucknow, India

Subodh Wairya |
Department of Electronics Engineering, Institute of Engineering and Technology, Dr. A.P.J. Abdul Kalam Technical University, Lucknow, India

Raghda Salam Al Mahdawi |
Department of Computer Engineering Collage of Engineering, University of Diyala: Baqubah, Diyala, Iraq

Saif Al-din M Najim |
Department of Computer Science, College of Computer Science and Information Technology, University of Anbar, Ramadi, Iraq

Haitham Abbas Khalaf |
College of Medicine, University of Anbar, Ramadi, Iraq

Shokhan M Al Barzinji |
Department of Computer Science, College of Computer Science and Information Technology, University of Anbar, Ramadi, Iraq

Ahmed J Obaid |
Faculty of Computer Science and Mathematics, University of Kufa, Iraq.


نشانی اینترنتی https://ijnaa.semnan.ac.ir/article_5635_7c1e0173a5551ef1b0820e5ceafa37cf.pdf
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