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Updated: Jan 13, 2026

Author Spotlight: Enhancement of Salient Object Detection for Smart Grid Applications
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MsGf:一个轻量级的自我监督的单眼深度估计框架,具有多级特征提取

Xinxing Tian1, Zhilin He1, Yawei Zhang1

  • 1School of Automation, Qingdao University, Qingdao 266071, China.

Sensors (Basel, Switzerland)
|October 29, 2025
PubMed
概括

本研究引入了一种轻量级,自我监督的框架,用于单眼深度估计. 这种新的方法增强了计算机视觉中的3D场景理解,通过改进的特征提取和文物消除.

关键词:
边缘特征提取 边缘特征提取有导向的过器.轻量级的模型轻量级的模型.多尺度特征提取多尺度特征提取自主监督的单眼深度估计估计

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Depth Perception and Spatial Vision

Depth perception is the ability to perceive objects three-dimensionally. It relies on two types of cues: binocular and monocular. Binocular cues depend on the combination of images from both eyes and how the eyes work together. Since the eyes are in slightly different positions, each eye captures a slightly different image. This disparity between images, known as binocular disparity, helps the brain interpret depth. When the brain compares these images, it determines the distance to an object.
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