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相关概念视频

Infrared (IR) Spectroscopy: Overview01:09

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When electromagnetic radiation passes through a material, atoms or molecules transition from a lower to a higher energy state by absorbing radiation corresponding to the energy difference between the two states. The absorption of infrared (IR) radiation causes transitions between vibrational energy levels in a molecule. Therefore, IR spectroscopy is a useful analytical tool for determining the molecular structure of molecules.
Different compounds display unique properties due to their...
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Light rays enter the eye through the cornea, a transparent dome-shaped tissue that is the eye's outermost layer. The cornea bends or refracts, light rays traveling to the pupil. The shape of the cornea determines how much of the light is bent and whether the image will be focused correctly on the retina at the back of the eye. Once the light has passed through both refraction layers, it converges into a single focal point onto a small area. This is where photoreceptors start transforming...
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Vision

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Vision is the result of light being detected and transduced into neural signals by the retina of the eye. This information is then further analyzed and interpreted by the brain. First, light enters the front of the eye and is focused by the cornea and lens onto the retina—a thin sheet of neural tissue lining the back of the eye. Because of refraction through the convex lens of the eye, images are projected onto the retina upside-down and reversed.
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When infrared (IR) radiation passes through a molecule, the bonds stretch or bend by absorbing the radiation. This absorption creates the molecule's absorption spectrum, which is the plot of its percentage transmittance versus wavenumber.
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Emotional labeling is a cognitive process that involves identifying and naming one's emotions, such as anger, fear, happiness, or sadness. It allows individuals to recognize and express their internal emotional states, a critical aspect of emotional regulation and communication. Labeling emotions requires more than mere recognition; it also involves drawing upon memory and contextual cues to understand the current situation and apply a corresponding emotional label. For instance, feeling...
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Association Areas of the Cortex01:21

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Association areas are regions of the cerebral cortex that do not have a specific sensory or motor function. Instead, they integrate and interpret information from various sources to enable higher cognitive processes such as memory, learning, and decision-making. Some key association areas include the following:
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相关实验视频

Updated: Jul 29, 2025

Combining Eye-tracking Data with an Analysis of Video Content from Free-viewing a Video of a Walk in an Urban Park Environment
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红外图像捕捉基于面向对象的注意力.

Junfeng Lv1, Tian Hui1, Yongfeng Zhi1

  • 1Institute of Unmanned System Research, Northwestern Polytechnical University, Xi'an 710072, China.

Entropy (Basel, Switzerland)
|May 27, 2023
PubMed
概括
此摘要是机器生成的。

本研究引入了使用YOLOv6和LSTM用于红外图像标题的面向对象注意力方法. 该方法增强了对象描述相关性,为工业应用中的嵌入式设备提供了可行的解决方案.

关键词:
适应式权重模块适应式权重模块域名转移对象检测 域名转移对象检测红外图像标题 红外图像标题面向对象的注意力 面向对象的注意力

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科学领域:

  • 计算机视觉 计算机视觉
  • 人工智能的人工智能
  • 机器学习 机器学习

背景情况:

  • 嵌入式设备上的智能应用程序正在增长.
  • 红外图像的自动图像标题是具有挑战性的,因为功能差异和语义复杂性.
  • 应用包括夜间安全和现场理解.

研究的目的:

  • 改进红外图像中的描述和物体之间的相关性.
  • 开发一种可行的解决方案,用于嵌入式设备上的红外图像标题.

主要方法:

  • 使用YOLOv6和长短期内存 (LSTM) 作为编码器解码器结构.
  • 提出了面向对象的注意力机制,以将语义信息与生成的单词对齐.
  • 优化了伪标签学习过程,以提高对象检测器的域适应性.

主要成果:

  • 在KAIST上获得了31.6的BLUE-4分,在红外线城市和城镇数据集上达到41.2分.
  • 在生成与检测到的对象区域明确相关的单词方面表现良好.
  • 与最先进的方法相比,展示了强度和有效性.

结论:

  • 提出的面向对象的注意力方法有效地解决了红外图像标题的挑战.
  • 该方法为在嵌入式设备上部署智能应用程序提供了实用解决方案.
  • 这项工作有助于在红外图像的自动化理解方面取得进展.