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Reading Between the Pixels: Photographic Steganography for Camera Display Messaging

机译:像素之间的读数:相机显示消息的摄影隐写术

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We exploit human color me tamers to send light-modulated messages decipherable by cameras, but camouflaged to human vision. These time-varying messages are concealed in ordinary images and videos. Unlike previous methods which rely on visually obtrusive intensity modulation, embedding with color reduces visible artifacts. The mismatch in human and camera spectral sensitivity creates a unique opportunity for hidden messaging. Each color pixel in an electronic display image is modified by shifting the base color along a particular color gradient. The challenge is to find the set of color gradients that maximizes camera response and minimizes human response. Our approach does not require a priori measurement of these sensitivity curves. We learn an ellipsoidal partitioning of the 6-dimensional space of base colors and color gradients. This partitioning creates metamer sets defined by the base color of each display pixel and the corresponding color gradient for message encoding. We sample from the learned metamer sets to find optimal color steps for arbitrary base colors. Ordinary displays and cameras are used, so there is no need for high speed cameras or displays. Our primary contribution is a method to map pixels in an arbitrary image to metamer pairs for steganographic camera-display messaging.
机译:我们利用人类的颜色我打脚,以发送可靠的照相机可解锁的光调制消息,但伪装到人类视力。这些时变消息隐藏在普通图像和视频中。与以前的方法不同,依靠视觉上突出的强度调制,嵌入颜色可减少可见伪像。人类和相机谱灵敏度中的不匹配会为隐藏消息传递创造一个独特的机会。电子显示图像中的每个颜色像素通过沿着特定颜色梯度转换基颜色来修改。挑战是找到最大化摄像机响应并最大限度地减少人类响应的颜色梯度集。我们的方法不需要先验的这些灵敏度曲线测量。我们学习了基颜色和颜色梯度的6维空间的椭圆形分配。该分区创建由每个显示像素的基颜色和消息编码的相应颜色梯度定义的元素集。我们从学习的Metamer集中采样,找到任意基色的最佳颜色步骤。使用普通的显示屏和相机,因此不需要高速摄像机或显示器。我们的主要贡献是一种方法,用于将任意图像中的像素映射到存储器相机显示消息传递的Metamer对。

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