Cnn reversible data hiding
WebCNN-Prediction-Based-Reversible-Data-Hiding Author: Runwen Hu and Shijun Xiang. School of Information Science and Technology/School of Cyber Security, Jinan University Guangzhou, China. Description: This version can only calculate the PSNR of images by using the proposed CNN-based predictor (CNNP) with expansion embedding and … WebJan 1, 2024 · The current hiding algorithms have relatively low hiding capacity and weak security. In this paper, we propose a generative image hiding algorithm based on a residual convolutional neural network (ResCNN) in wavelet domain to overcome the above-mentioned shortcomings. First, the secret image was subjected to wavelet transform.
Cnn reversible data hiding
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WebOct 27, 2024 · Steganography is one of the important methods in the field of information hiding, which is the technique of hiding secret data within an ordinary file or message in order to avoid the detection of steganalysis models and human eyes. In recent years, many scholars have applied various deep learning networks to the field of steganalysis to … WebJan 1, 2024 · CNN plays a powerful role in image hiding [24], [25], [26]. In 2024, Rehman et al. [27] proposed an image hiding algorithm based on a faster R-CNN model. This …
WebMay 26, 2016 · In the past two decades, reversible data hiding (RDH), also referred to as lossless or invertible data hiding, has gradually become a very active research area in the field of data hiding. This has been verified by more and more papers on increasingly wide-spread subjects in the field of RDH research that have been published these days. In this … WebMar 7, 2024 · Hello, author, first, thank you very much for your outstanding contribution to the field of reversible data hiding. I have the honor to read your article recently, I am very interested in your novel methods, and hope to learn more.
WebFeb 12, 2024 · How to predict images is an important issue in the reversible data hiding (RDH) community. In this letter, we propose a novel CNN-based prediction approach by … WebMay 1, 2024 · For copyright and integrity protection of stereo images, a stereo image reversible data hiding (SIRDH) method based on the convolutional neural network (CNN) is presented. To increase the pixel prediction, a CNN-based predictor is designed. Firstly, pixels are divided into two types. For predicting one type of pixels in one view, the other …
WebIn the experimental way, it has been shown that the CNN predictor with expansion embedding and histogram shifting techniques can provide better embedding performance in comparison with those classical linear predictors. How to predict images is an important issue in the reversible data hiding (RDH) community. In this letter, we propose a novel …
Web[ 3 ]. Complemented with 2D images, 3D data provides an opportunity for a better understanding of the surrounding environment for machines. 3D data has numerous appli-cations in different areas, including autonomous … electronic ballast fluorescent lightWebJan 18, 2024 · Reversible data hiding (RDH) allows carrying secret information in cover media without introducing permanent distortion. For a RDH method, the important … football and cheerWebJan 4, 2024 · Download PDF Abstract: This letter proposes an improved CNN predictor (ICNNP) for reversible data hiding (RDH) in images, which consists of a feature … electronic ballast for cflWebJan 4, 2024 · This letter proposes an improved CNN predictor (ICNNP) for reversible data hiding (RDH) in images, which consists of a feature extraction module, a pixel prediction … football and cheer momWebJan 1, 2024 · Reversible data hiding (RDH) is an important topic of data hiding. In this paper, we exploit pixel-based pixel value ordering prediction (PPVO) and pairwise … football and cheer mom shirt ideasWeb, An efficient multi-predictor reversible data hiding algorithm based on performance evaluation of different prediction schemes, Multimedia Tools Appl. 76 (2024) 2131 – 2157. Google Scholar [39] Liu J., Zhou Q., Hu Y., Wei J., A new SMVQ-based reversible data hiding scheme using state-codebook sorting, Graphics, Springer, 2024, pp. 539 – 550. football and cheer dad shirtWebCNN-Prediction-Based-Reversible-Data-Hiding Author: Runwen Hu and Shijun Xiang. School of Information Science and Technology/School of Cyber Security, Jinan … football and cheer image