共查询到20条相似文献，搜索用时 22 毫秒
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设计抗几何攻击的图像水印算法是数字水印技术研究中的难点。仿射变换是典型的几何攻击，能够使目前大多数数字水印算法失效。基于带边信息的水印模型，本文提出了一种利用Zernike矩的抗仿射变换多比特图像水印算法。该算法将归一化图像的Zernike矩作为边信息，利用量化技术对的水印信息进行编码和嵌入。实验证明，本文提出的算法不仅具有很好的抗仿射变换和抗JPEG压缩的鲁棒性，而且具有较小的嵌入失真和较大的水印容量。 相似文献
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《Information processing & management》2023,60(1):103122
Aiming at the problem that watermark information is easy to be lost in two-dimensional text image watermarking, a three-dimensional text image watermarking model is proposed based on multilayer overlapping of extracted two-dimensional information, and a specific method is accordingly realized by means of embedding, extracting and overlapping of multiple watermarks in sequence. We discuss the influence of the sequence order, positional distancing and color difference of the extracted multiple two-dimensional information on displaying a three-dimensional text watermark image. In addition, considering the crucial evaluation indices of the invisibility and robustness for the watermarking algorithm, the selection method for superior embedding regions of multiple watermarks is also constructed to enhance the robust performance of watermarks under the premise of effective invisibility. Moreover, we embed the multiple two-dimensional information into the host image by using the undecimated dual-tree complex wavelet transforms - bidiagonal singular value decomposition algorithm. In this way, the extracted multiple two-dimensional information is automatically overlapped to generate the three-dimensional text watermarking according to the optimal matching parameters. We use standard image processing data set to carry out experiments, the results show that the peak signal to noise ratio before and after embedded watermarks is higher than 39 dB, and the peak signal to noise ratio between the original watermarks and the extracted watermarks is more than 37 dB, which is superior to the current reported watermark model. Therefore, it is suggested that the proposed model shows good invisibility and robustness and can reduce the loss of watermark during transmission and attack as much as possible. 相似文献
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《Information processing & management》2020,57(5):102270
Identifying perceived emotional content of music constitutes an important aspect of easy and efficient search, retrieval, and management of the media. One of the most promising use cases of music organization is an emotion-based playlist, where automatic music emotion recognition plays a significant role in providing emotion related information, which is otherwise, generally unavailable. Based on the importance of the auditory system in emotional recognition and processing, in this study, we propose a new cochleogram-based system for detecting the affective musical content. To effectively simulate the response of the human auditory periphery, the music audio signal is processed by a detailed biophysical cochlear model, thus obtaining an output that closely matches the characteristics of human hearing. In this proposed approach, based on the cochleogram images, which we construct directly from the response of the basilar membrane, a convolutional neural network (CNN) is used to extract the relevant music features. To validate the practical implications of the proposed approach with regard to its possible integration in different digital music libraries, an extensive study was conducted to evaluate the predictive performance of our approach in different aspects of music emotion recognition. The proposed approach was evaluated on publicly available 1000 songs database and the experimental results showed that it performed better in comparison with common musical features (such as tempo, mode, pitch, clarity, and perceptually motivated mel-frequency cepstral coefficients (MFCC)) as well as official ”MediaEval” challenge results on the same reference database. Our findings clearly show that the proposed approach can lead to better music emotion recognition performance and be used as part of a state-of-the-art music information retrieval system. 相似文献
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《Journal of The Franklin Institute》2023,360(7):4807-4829
The Discrete Tchebichef Transform (DTT) is widely used in signal processing applications such as image and video compression and digital watermarking due to its coding and decorrelation properties. In embedded systems and real-time applications, the need for fast, low complexity, and energy efficient algorithms is increasingly important. However, there is a limited number of such algorithms available for efficient computation of the DTT compared to the discrete cosine transform. To address this issue, a new DTT approximation is proposed, which provides a low-complexity and efficient solution by exploiting the deviation from orthogonality. The suggested algorithm requires fewer additions and bit-shifting operations compared to the existing ones. The implementation of this DTT approximation on the Xilinx Virtex-6 XC6VSX475T-1FF1759-2 FPGA resulted in a 19.20% decrease in hardware resources and 2% reduction in energy consumption for 1-D 8 inputs compared to the best candidate DTT approximation. With a low deviation from orthogonality, the efficiency of the proposed approximation has been confirmed in image compression and digital watermarking. The experimental results show an average quality improvement of 0.25 dB over the latest DTT approximation. 相似文献
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提出了一种基于感知域的鲁棒性语音认证算法,将语音的感知特性与签名算法相结合,在满足内容认证和身份认证的同时,能够有效地抵抗通信噪声微扰.算法基于语音的掩蔽效应和非线性效应等人耳感知特性,着重去除其时频域掩蔽阈值下的冗余信息,进行非线性滤波后提取感知参数,并运用改进的Rainbow算法对这些语音参数进行签名.实验证明,该算法的唯一性和针对通信噪声的鲁棒性都很好,兼有Rainbow签名的安全性保证,可以满足语音通信中的鲁棒性认证要求. 相似文献
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扩展频水印技术是一种鲁棒的水印算法 .如何提高扩频水印算法的鲁棒性是当前一大研究热点 .充分利用图象的像素与其周围像素之间的差值的统计特性 ,利用差调制的方法嵌入水印信息 ,从而降低了原始图象对该水印算法鲁棒性的影响 ,来提高水印算法的鲁棒性 .理论分析表明 ,该算法可以同时获得较小的误警和误拒概率 ,从而表明该算法有较好的性能 .实验结果表明 ,该算法可以鲁棒地抵抗常用的攻击 ,如JPEG压缩、中值滤波、加噪声和图象大小调整 . 相似文献
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基于块奇异值分解的水印算法研究 总被引：8，自引：0，他引：8
奇异值分解是一种特殊的矩阵变换，并具有良好的性质。本文充分利用奇异值分解的特性，提出了一种新的基于块奇异值分解的量化水印算法和一种新的基于块奇异值分解的扩频水印算法。这两个算法都是通过对各个数据块的最大奇异值进行修改来嵌入水印，都可以根据待嵌入的水印信息量来调整分块的大小，算法的复杂度较低。其中的量化水印算法是含边信息的嵌入方法，可以实现盲检测。实验结果证明，基于块奇异值分解的水印算法对常规的图像处理攻击具有很好的鲁棒性，尤其是其中的量化水印算法。 相似文献
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A recommender system has an obvious appeal in an environment where the amount of on-line information vastly outstrips any individual’s capability to survey. Music recommendation is considered a popular application area. In order to make personalized recommendations, many collaborative music recommender systems (CMRS) focus on capturing precise similarities among users or items based on user historical ratings. Despite the valuable information from audio features of music itself, however, few studies have investigated how to utilize information extracted directly from music for personalized recommendation in CMRS. In this paper, we describe a CMRS based on our proposed item-based probabilistic model, where items are classified into groups and predictions are made for users considering the Gaussian distribution of user ratings. In addition, this model has been extended for improved recommendation performance by utilizing audio features that help alleviate three well-known problems associated with data sparseness in collaborative recommender systems: user bias, non-association, and cold start problems in capturing accurate similarities among items. Experimental results based on two real-world data sets lead us to believe that content information is crucial in achieving better personalized recommendation beyond user ratings. We further show how primitive audio features can be combined into aggregate features for the proposed CRMS and analyze their influences on recommendation performance. Although this model was developed originally for music collaborative recommendation based on audio features, our experiment with the movie data set demonstrates that it can be applied to other domains. 相似文献
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音频信息隐藏技术是一种有效的数字版权保护和信息安全技术。在介绍基于DCT的音频信息隐藏原理的基础上,借助MATLAB软件,利用设计的低通滤波器进而获取信息隐藏载体的音频低频部分,再将欲隐藏的信息替换掉载体音频的低频部分的奇数段中的DCT系数,进而实现音频信息的隐藏,最后还原了被隐藏的信息,证明了算法的可行性。 相似文献
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数字水印技术通过在媒体图像中隐藏信号来达到保护版权的作用.本文利用二维离散整数小波变换的快速性,结合人类视觉系统特性,提出了一种基于彩色图像新的、简单的鲁棒性盲水印技术,实现了在彩色图像中嵌入有意义的二值图片.通过分析实验结果,证明了算法满足水印的抗JPEG压缩攻击、对原图的影响较小等特点. 相似文献
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语音信号处理过程包括对需处理的音频信息进行过滤、解析和音频特征提取三个步骤,本文主要针对音频特征中的音调提取算法进行改进。 相似文献
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基于内容的音频音乐检索一直是音乐信息组织研究的难点。本文综述了这一领域的研究情况，分析了基于内容的音频音乐自动分析的一般方法，探讨了各种基于内容的音频音乐自动分析和检索技术。 相似文献
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数字水印技术在电子信息安全中的应用 总被引：7，自引：1，他引：6
电子信息内容的保护已经成为当前急需解决的问题,数字水印技术作为版权保护和安全认证的重要手段,已得到了广泛的研究与应用。本文简要介绍了数字水印技术的原理、水印算法及应用等几个方面的问题,并基于该技术提出在WWW上的应用的版权认证方案。 相似文献
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数字音频编解码系统采用MDCT/IMDCT实现时间－频率域的互换,以消除音频分帧引起的时间域混叠效应。本文提出一种新的MDCT/IMDCT快速实现方案,基于N/8点FFT变换核,采用奇偶双路并行和蝶型单元技术,与现有快速算法相比,运算速度和吞吐能力均提高一倍,并且该方案既可以实现MDCT正变换,也可以实现相应的反变换。为了验证方案的正确性,在Altera FPGA开发板上完成了N=256点MDCT的实验,结果表明,该实现方案在运算速度和数据吞吐率等方面取得很大的改进。 相似文献
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