Compressive Sensing and Hyper-Chaos Based Image Compression-Encryption
| Title | Compressive Sensing and Hyper-Chaos Based Image Compression-Encryption |
| Publication Type | Conference Paper |
| Year of Publication | 2018 |
| Authors | Ponuma, R, Amutha, R, Haritha, B |
| Conference Name | 2018 Fourth International Conference on Advances in Electrical, Electronics, Information, Communication and Bio-Informatics (AEEICB) |
| ISBN Number | 978-1-5386-4606-9 |
| Keywords | 2D-Compressive Sensing, chaos, chaos based measurement matrix construction, chaotic communication, cipher image, composability, compressed sensing, Compression, compression-encryption algorithm, compressive sampling, compressive sensing, cryptography, Cyber physical system, cyber physical systems, data compression, Encryption, Hyper-chaos, hyper-chaos based diffusion, hyper-chaos based image compression-encryption algorithm, Image coding, Image reconstruction, linear measurements, Logistics, matrix algebra, privacy, pubcrawl, resilience, Resiliency, security, sparse coefficients, Sparse matrices, Two dimensional displays |
| Abstract | A 2D-Compressive Sensing and hyper-chaos based image compression-encryption algorithm is proposed. The 2D image is compressively sampled and encrypted using two measurement matrices. A chaos based measurement matrix construction is employed. The construction of the measurement matrix is controlled by the initial and control parameters of the chaotic system, which are used as the secret key for encryption. The linear measurements of the sparse coefficients of the image are then subjected to a hyper-chaos based diffusion which results in the cipher image. Numerical simulation and security analysis are performed to verify the validity and reliability of the proposed algorithm. |
| URL | https://ieeexplore.ieee.org/document/8480989 |
| DOI | 10.1109/AEEICB.2018.8480989 |
| Citation Key | ponuma_compressive_2018 |
- Hyper-chaos
- Two dimensional displays
- Sparse matrices
- sparse coefficients
- security
- Resiliency
- resilience
- pubcrawl
- privacy
- matrix algebra
- Logistics
- linear measurements
- Image reconstruction
- Image coding
- hyper-chaos based image compression-encryption algorithm
- hyper-chaos based diffusion
- 2D-Compressive Sensing
- encryption
- data compression
- cyber physical systems
- Cyber Physical System
- Cryptography
- compressive sensing
- compressive sampling
- compression-encryption algorithm
- Compression
- compressed sensing
- composability
- cipher image
- chaotic communication
- chaos based measurement matrix construction
- chaos