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Preattentive considerations for gaze-contingent image processing

机译:凝视偶像图像处理的预先考虑

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Gaze-contingent interfaces must provide adequate peripheral information to the viewer to preserve perceptual fidelity. specifically, it has been shown that preattentive (or preview) benefit must be preserved so that scene perception is not disrupted. In this paper we review recent attempts at peripheral degradation of digital imagery. We suggest that to be successful such degradation must preserve potential future visual attractors and, furthermore, not introduce artificial ones. We present a simple multiresolution image processing approach that can be utilized for this purpose. The feasibility of gaze-contingent processing has recently been questioned. In their paper, Stelmach and Tam processed images by low-pass filtering, effectively smoothing extrafoveal regions. The authors then quantized DCT coefficients in the periphery, introducing blocking artifacts. In our paper, we simulate these results and claim that neither of these methods is suitable for GC interfaces. Alternatively, we implement a simple multiple region of interest (ROI) multiresolution scheme in an attempt to degrade the periphery while preserving attentional cues. We evaluate three variants of this approach: a linear degradation function, a nonlinear function, and a function matching human visual system (HVS) acuity. The HVS-matching multiple-ROI algorithm gives good compression and alleviates the degradation of potential visual attractors. Furthermore, MIP mapping offers efficient implementation of the algorithm, making it a good candidate for gaze-contingent applications.
机译:凝视或有接口必须向观众提供足够的外围信息以保留感知保真度。具体而言,已经证明,必须保留预期(或预览)益处,以便现场感知不会中断。在本文中,我们审查了最近在数字图像的外围退化的尝试。我们建议成功,这种退化必须保留潜在的未来视觉吸引子,而且,此外,不引入人造的。我们提出了一种简单的多分辨率图像处理方法,可以用于此目的。凝氧或有处理的可行性最近受到质疑。在他们的论文中,通过低通滤波,有效地平滑了外来塑料区域的斯特马赫和TAM处理了图像。然后,作者在外围中量化DCT系数,引入阻塞伪像。在我们的论文中,我们模拟了这些结果,并声称这些方法都不适用于GC接口。或者,我们实现了一种简单的多个感兴趣区域(ROI)多分辨率方案,以试图在保持注意力提示的同时降低周边。我们评估了这种方法的三种变体:线性降解函数,非线性功能和匹配人类视觉系统(HVS)锐度的功能。 HVS匹配的多ROI算法提供了良好的压缩,并减轻了潜在视觉吸引子的劣化。此外,MIP映射提供了算法的有效实现,使其成为凝氧偶然应用的良好候选者。

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