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使用 EEG 对具有垂直视差的立体图像进行客观质量评估。

Objective quality assessment of stereoscopic images with vertical disparity using EEG.

机构信息

Department of Video Coding & Analytics, Fraunhofer Heinrich Hertz Institute, Berlin, Germany.

出版信息

J Neural Eng. 2017 Aug;14(4):046009. doi: 10.1088/1741-2552/aa6d8b.

Abstract

OBJECTIVE

Neurophysiological correlates of vertical disparity in 3D images are studied in an objective approach using EEG technique. These disparities are known to negatively affect the quality of experience and to cause visual discomfort in stereoscopic visualizations.

APPROACH

We have presented four conditions to subjects: one in 2D and three conditions in 3D, one without vertical disparity and two with different vertical disparity levels. Event related potentials (ERPs) are measured for each condition and the differences between ERP components are studied. Analysis is also performed on the induced potentials in the time frequency domain.

MAIN RESULTS

Results show that there is a significant increase in the amplitude of P1 components in 3D conditions in comparison to 2D. These results are consistent with previous studies which have shown that P1 amplitude increases due to the depth perception in 3D compared to 2D. However the amplitude is significantly smaller for maximum vertical disparity (3D-3) in comparison to 3D with no vertical disparity. Our results therefore suggest that the vertical disparity in 3D-3 condition decreases the perception of depth compared to other 3D conditions and the amplitude of P1 component can be used as a discriminative feature.

SIGNIFICANCE

The results show that the P1 component increases in amplitude due to the depth perception in the 3D stimuli compared to the 2D stimulus. On the other hand the vertical disparity in the stereoscopic images is studied here. We suggest that the amplitude of P1 component is modulated with this parameter and decreases due to the decrease in the perception of depth.

摘要

目的

通过使用 EEG 技术从客观角度研究 3D 图像中垂直视差的神经生理相关性。众所周知,这些视差会降低体验质量,并在立体可视化中引起视觉不适。

方法

我们向受试者呈现了四种条件:一种是 2D,三种是 3D,一种没有垂直视差,两种具有不同的垂直视差水平。为每种条件测量事件相关电位 (ERP),并研究 ERP 成分之间的差异。还在时频域对感应电势进行了分析。

主要结果

结果表明,与 2D 相比,3D 条件下 P1 成分的振幅显着增加。这些结果与先前的研究一致,即与 2D 相比,3D 中的深度感知会导致 P1 幅度增加。然而,与无垂直视差的 3D 相比,最大垂直视差(3D-3)的振幅显着减小。因此,我们的结果表明,3D-3 条件下的垂直视差降低了与其他 3D 条件相比的深度感知,并且 P1 成分的幅度可以用作鉴别特征。

意义

结果表明,与 2D 刺激相比,3D 刺激中的深度感知会导致 P1 成分的幅度增加。另一方面,这里研究了立体图像中的垂直视差。我们认为 P1 成分的幅度与该参数调制,并由于深度感知的降低而减小。

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