Digital image encryption and decryption algorithm based on wavelet transform and chaos system
Xiaofeng Li, Yinhui Zhang
Abstract
Xiaofeng Li, Yinhui Zhang
Abstract
During the transmission of digital image, in view of the security problem, use 2-D discrete wavelet transform and chaos system to realize the image encryption and decryption. When the target image is encrypted, firstly, the `bior3.7' wavelet is used for wavelet decomposition; and it can get the low and high frequency wavelet coefficients; then, the 1-D Logistic chaos sequence is used to reorder the low frequency wavelet coefficient matrix, the encrypted image can be obtained with inverse wavelet transform. The process of decryption is opposite with encryption, after decrypting the chaos sequence, the decrypted image can be obtained with wavelet reconstruction. The experiment results show that the encrypted image has high security, the decrypted image has small distortion and strong ability to resist noise attack; and the algorithm has good effectiveness and robustness.
OpenAlex reports 12 citations for this work. Citation counts describe recorded attention and do not establish research quality.
A contribution statement is not available in the OpenAlex record.
Method details are not available in the OpenAlex metadata.
Findings are not separately available in the OpenAlex metadata.
Limitations are not available in the OpenAlex metadata.
Application details are not available in the OpenAlex metadata.
During the transmission of digital image, in view of the security problem, use 2-D discrete wavelet transform and chaos system to realize the image encryption and decryption. When the target image is encrypted, firstly, the `bior3.7' wavelet is used for wavelet decomposition; and it can get the low and high frequency wavelet coefficients; then, the 1-D Logistic chaos sequence is used to reorder the low frequency wavelet coefficient matrix, the encrypted image can be obtained with inverse wavelet transform. The process of decryption is opposite with encryption, after decrypting the chaos sequence, the decrypted image can be obtained with wavelet reconstruction. The experiment results show that the encrypted image has high security, the decrypted image has small distortion and strong ability to resist noise attack; and the algorithm has good effectiveness and robustness.
Key concepts: Encryption, Wavelet, Stationary wavelet transform, Wavelet packet decomposition, Wavelet transform, Discrete wavelet transform, Second-generation wavelet transform, Algorithm