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Psychovisual image coding via an exact discrete Radon transform

机译:通过精确的离散Radon变换进行心理视觉图像编码

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Abstract: The goal of this paper is to describe a new fully-reversible image transform specifically designed for an efficient (pseudo-critical) coding while preserving a psychovisual Fourier domain description. There is now strong evidence for the presence of directional and angular sensitivity in the cells of the human visual cortex and the representation proposed here has for main objective to respect this human like filter bank. The decomposition is performed using a discrete Radon transform for the angular patches and by splitting each projection with a 1D spline wavelet for the radial part. Consequently, the whole algorithm is performed in the spatial domain. Finally, we show that the transform is both well-suited for psychovisual quantization and channel adapted coding.!7
机译:摘要:本文的目的是描述一种新的完全可逆的图像变换,该变换是专为有效(伪临界)编码而设计的,同时保留了心理视觉傅立叶域的描述。现在,有强有力的证据表明人类视觉皮层的细胞中存在方向性和角度敏感性,此处提出的表示的主要目的是要尊重这一人类,就像过滤器一样。分解是使用离散Radon变换用于角度补丁,并使用一维样条小波将每个投影分解为径向部分来执行的。因此,整个算法在空间域中执行。最后,我们证明了该变换既适合心理视觉量化又适合于通道编码。7

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