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    • 1. 发明授权
    • Quantization-based data hiding employing calibration and locally adaptive quantization
    • 基于量化的数据隐藏采用校准和局部自适应量化
    • US07454033B2
    • 2008-11-18
    • US10469474
    • 2002-03-22
    • John StachHugh L. BrunkRavi K. Sharma
    • John StachHugh L. BrunkRavi K. Sharma
    • H04K1/00
    • G10L21/00G06T1/0064G06T2201/0052G10L19/018H04N1/32144H04N1/32154H04N1/32352
    • Certain forms of distortion make it difficult to recover hidden data embedded in an audio or image signal by quanitzation techniques. To compensate for this distortion, an embedded data reader analyzes a statistical distribution (e.g., a histogram) of feature samples (124) in an audio or image signal suspected of having hidden auxiliary data to derive an estimate of quantizers used to encode a reference signal (126). The estimated quantizers then recover the reference signal (126), and the reader uses the reference signal (126) to determine and compensate for geometric or temporal distortion, like spatial scaling and rotation of image data, and time scale and speed changes of audio data. After compensating for such distortion, the reader can then more accurately recover hidden message data using quantization techniques to extract the message. The reference signal (126) is preferably repeated in blocks of the image or audio data to enable synchronization at many points in an image or audio data stream. An adaptive embedding and reading technique is used to adaptively define the quantization bins for regions of a host media signal based on signal statistics for each of the regions.
    • 某些形式的失真使得难以通过Quanitzation技术恢复嵌入在音频或图像信号中的隐藏数据。 为了补偿这种失真,嵌入式数据读取器分析疑似具有隐藏辅助数据的音频或图像信号中的特征样本(124)的统计分布(例如,直方图),以导出用于对参考信号进行编码的量化器的估计 (126)。 估计的量化器然后恢复参考信号(126),并且读取器使用参考信号(126)来确定和补偿几何或时间失真,如图像数据的空间缩放和旋转以及音频数据的时间尺度和速度变化 。 在补偿这种失真之后,读者可以使用量化技术更准确地恢复隐藏的消息数据以提取消息。 参考信号(126)优选地以图像或音频数据的块重复,以使得能够在图像或音频数据流中的许多点处进行同步。 基于每个区域的信号统计,使用自适应嵌入和读取技术来自适应地定义主媒体信号区域的量化仓。
    • 5. 发明授权
    • Synchronizing readers of hidden auxiliary data in quantization-based data hiding schemes
    • 在基于量化的数据隐藏方案中同步隐藏辅助数据的读取器
    • US06483927B2
    • 2002-11-19
    • US09895867
    • 2001-06-28
    • Hugh L. BrunkRavi K. Sharma
    • Hugh L. BrunkRavi K. Sharma
    • H04K100
    • G10L21/00G06T1/0064G06T2201/0052G10L19/018H04N1/32144H04N1/32154H04N1/32352
    • Certain forms of distortion make it difficult to recover hidden data embedded in an audio or image signal by quanitzation techniques. To compensate for this distortion, an embedded data reader analyzes a statistical distribution (e.g., a histogram) of feature samples in an audio or image signal suspected of having hidden auxiliary data to derive an estimate of quantizers used to encode a reference signal. The estimated quantizers then recover the reference signal, and the reader uses the reference signal to determine and compensate for geometric or temporal distortion, like spatial scaling and rotation of image data, and time scale and speed changes of audio data. After compensating for such distortion, the reader can then more accurately recover hidden message data using quantization techniques to extract the message. The reference signal is preferably repeated in blocks of the image or audio data to enable synchronization at many points in an image or audio data stream.
    • 某些形式的失真使得难以通过Quanitzation技术恢复嵌入在音频或图像信号中的隐藏数据。 为了补偿这种失真,嵌入式数据读取器分析疑似具有隐藏的辅助数据的音频或图像信号中的特征样本的统计分布(例如,直方图),以导出用于编码参考信号的量化器的估计。 估计的量化器然后恢复参考信号,并且读取器使用参考信号来确定和补偿几何或时间失真,如图像数据的空间缩放和旋转以及音频数据的时间尺度和速度变化。 在补偿这种失真之后,读者可以使用量化技术更准确地恢复隐藏的消息数据以提取消息。 参考信号优选地以图像或音频数据的块重复,以实现图像或音频数据流中的许多点的同步。