基于联合阴影/对比模型和运动视差（JSM）的单目深度感知增强
Monocular Depth Perception Enhancement Based on Joint Shading/Contrast Model and Motion Parallax (JSM)
AI总结：
本文提出了一种新的JSM框架，用于增强单目深度感知，显著提高了深度体积感知和深度范围感知，该框架不仅适用于传统2D显示设备，也可用于3D显示设备，因为它能补充双目深度线索。
摘要：
立体3D显示器采用双目深度线索来提供深度感知。然而，用户需要配备昂贵的专用设备才能欣赏基于双目深度线索的深度感知。此外，立体显示器引起的视觉疲劳仍然是一个具有挑战性的问题。为了克服这一限制，本文提出了一种新的框架JSM，用于增强单目深度感知，显著提高了深度体积感知和深度范围感知。所提出的框架不仅可以在任何传统2D显示设备上提供增强的深度感知，还可以应用于3D显示设备，因为它能够补充双目深度线索。定性评估、消融研究和主观用户评估证明了所提出框架的优势和实用性。
英文摘要：
Stereoscopic 3D displays adopt a binocular depth cue to provide depth perception. However, users should be equipped with expensive special devices to appreciate depth perception based on the binocular depth cues. Also, visual fatigue induced by the stereoscopic display is still a challenging open problem. In order to overcome this limitation, this paper proposes a novel framework, JSM, to enhance monocular depth perception, significantly improving both depth volume perception and depth range perception. The proposed framework can not only provide an enhanced depth perception on any conventional 2D display devices, but also it can be applicable to the 3D display devices since it is complementary to binocular depth cues. The qualitative evaluation, ablation study, and subjective user evaluation proved the advantages and practicability of the proposed framework.
机构、总结、中文摘要均由AI分析而来，可能存在错误，请以论文正文为准。
