Multi-modality gaze-contingent displays for image fusion

S. G. Nikolov, D. Bull, C. N. Canagarajah, M.G. Jones, I. Gilchrist
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引用次数: 7

Abstract

Gaze-contingent displays are used in this paper for integrated visualisation of 2-D multi-modality images. In gaze-contingent displays a window centred around the observer's fixation point is modified while the observer moves their eyes around the display. In the proposed technique, this window, in the central part of vision, is taken from one of the input modalities, while the rest of the display, in peripheral vision, comes from the other one. The human visual system fuses these two images into a single percept. An SMI EyeLink I eye-tracker is used to obtain real-time data about the observer's fixation point, while he/she is examining the displayed images. The test data used in this study comprise registered medical images (CT and MR), remote sensing images, partially-focused images, and multi-layered geographical maps. In all experiments the observer is presented with a dynamic gaze-contingent display. As the eyes scan the display, information is processed not just from the point of fixation but from a larger area, called the 'useful field of view' or 'functional visual field'. Various display parameters, e.g. the size, shape, border, and colour of the window, affect the perception and combination of the two image types. Images generated using this new approach are presented and qualitatively compared to other commonly used multi-modality image display methods, such as adjacent display, 'chessboard' display and transparency weighted display.
用于图像融合的多模态注视随机显示
本文采用视向显示技术对二维多模态图像进行综合可视化。在注视随机显示中,当观察者在显示器周围移动他们的眼睛时,以观察者注视点为中心的窗口被修改。在所提出的技术中,视觉中心部分的窗口来自其中一种输入模式,而周围视觉的其余显示部分来自另一种输入模式。人类的视觉系统将这两个图像融合成一个单一的感知。SMI EyeLink I眼动仪用于获取观察者注视点的实时数据,而他/她正在检查所显示的图像。本研究使用的测试数据包括配准医学图像(CT和MR)、遥感图像、部分聚焦图像和多层地理地图。在所有的实验中,观测者都得到了一个动态的随注视而变化的显示。当眼睛扫描显示器时,信息不仅来自注视点,而且来自更大的区域,称为“有用视野”或“功能视野”。各种显示参数,例如窗口的大小、形状、边框和颜色,都会影响两种图像类型的感知和组合。使用这种新方法生成的图像被呈现,并定性地与其他常用的多模态图像显示方法进行了比较,如相邻显示、“棋盘”显示和透明加权显示。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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