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相关概念视频

Transformers01:26

Transformers

1.1K
A device that transforms voltages from one value to another using induction is called a transformer. A transformer consists of two separate coils, or windings, wrapped around the same soft iron core. However, they are electrically insulated from each other.
The iron core has a substantial relative permeability. Therefore, the magnetic field lines generated due to the current in one winding are almost entirely confined within the core, such that the same magnetic flux permeates each turn of both...
1.1K
Transformers with Off-Nominal Turns Ratios01:25

Transformers with Off-Nominal Turns Ratios

176
In scenarios involving parallel transformers with disparate ratings, developing per-unit models requires accommodating off-nominal turns ratios. This situation arises when the selected base voltages are not proportional to the transformer’s voltage ratings. Consider a transformer where the rated voltages are related by the term a. If the chosen voltage bases satisfy a relationship involving term b, term c is defined as the ratio of these bases. This ratio is then substituted into the...
176
Transformers in Distribution System01:27

Transformers in Distribution System

123
Transformers in distribution systems can be broadly categorized into distribution substation transformers and other distribution transformers. They are crucial for stepping down high transmission voltages to levels suitable for distribution and end-user applications.
Distribution substation transformers come in various ratings and typically use mineral oil for insulation and cooling. To prevent moisture and air from entering the oil, some transformers use an inert gas like nitrogen to fill the...
123
Types Of Transformers01:16

Types Of Transformers

1.0K
Transformers can provide desired voltages to a circuit by modifying the number of turns in the secondary windings.
If the ratio of the number of turns in the secondary winding to that of the primary winding is greater than one, then the transformer is said to be a step-up transformer. In a step-up transformer, the voltage at the secondary winding is greater than the voltage applied at the primary winding.
However, if this ratio is less than one, the transformer is said to be a step-down...
1.0K
The Ideal Transformer01:26

The Ideal Transformer

423
In single-phase two-winding transformers, two windings are coiled around a magnetic core characterized by cross-sectional area A and magnetic permeability μ. A phasor current i1 enters the left winding while i2 exits the right winding, establishing the fundamental working of the transformer through electromagnetic principles.
Ampere's Law forms the basis of understanding the magnetic field within the transformer. It states that the integral of the magnetic field intensity's...
423
Modeling and Similitude01:12

Modeling and Similitude

288
Scaled modeling is a fundamental technique in engineering, enabling the study of large and complex systems by creating smaller, manageable replicas that recreate critical characteristics of the original. In hydrology and civil infrastructure, for example, scaled models of dams help analyze water flow, turbulence, and pressure. This method allows for accurate predictions of real-world behavior within a controlled environment, significantly reducing the cost and time involved in full-scale...
288

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H4MER:通过学习用变压器的神经组合表征来进行人类4D建模.

Boyan Jiang, Yinda Zhang, Jingyang Huo

    IEEE transactions on pattern analysis and machine intelligence
    |September 11, 2023
    PubMed
    概括

    本研究介绍了Human 4D Modeling with transformER (H4MER),这是一个用于动态3D人类建模的新型神经表示. H4MER有效地捕捉了4D人类数据的详细几何和精确运动.

    科学领域:

    • 计算机视觉 计算机视觉
    • 机器学习 机器学习
    • 3D人体建模 3D人体建模

    背景情况:

    • 深度学习已经推进了3D重建,但模拟复杂几何结构的动态4D人类捕获仍然未被探索.
    • 现有的方法往往难以代表人类运动和形状的全部复杂性.

    研究的目的:

    • 介绍一种新的神经组成表示,人类4D模型与转换器 (H4MER),用于动态3D人类建模.
    • 开发一种能够用详细的几何形状和精确的运动时间来表示动态人体的方法.

    主要方法:

    • H4MER通过利用SMPL参数模型对人体前置来利用一个紧的组成表示.
    • 一个线性运动模型提供了初始姿势估计,辅助代码处理每姿势和几何细化.
    • 基于变压器的特征提取器和条件GRU解码器用于增强学习和表示.

    主要成果:

    • H4MER成功地恢复了动态的人类,精确的运动和详细的几何形状.
    • 该方法在各种4D人类相关任务中表现出有效性,包括单眼视频装配和运动重定位.
    • 实验证实了H4MER表示的稳定性和多功能性.

    结论:

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  • H4MER为4D人体建模提供了一种强大而灵活的方法,推进了动态人体捕捉领域.
  • 拟议的表示适用于计算机视觉和图形领域的一系列下游应用.
  • 这项工作为更复杂,更准确的人类动态建模铺平了道路.