Jove
Visualize
联系我们
JoVE
x logofacebook logolinkedin logoyoutube logo
关于 JoVE
概览领导团队博客JoVE 帮助中心
作者
出版流程编辑委员会范围与政策同行评审常见问题投稿
图书馆员
用户评价订阅访问资源图书馆顾问委员会常见问题
研究
JoVE JournalMethods CollectionsJoVE Encyclopedia of Experiments存档
教育
JoVE CoreJoVE BusinessJoVE Science EducationJoVE Lab Manual教师资源中心教师网站
使用条款与条件
隐私政策
政策

相关概念视频

Sign Test for Matched Pairs01:17

Sign Test for Matched Pairs

96
The sign test for matched pairs offers a robust method for comparing two paired samples, often for the effects of an intervention in one of them. This method is very useful in situations where the underlying distribution of the data is unknown. The test compares two related samples—often pre- and post-treatment measurements on the same subjects—to determine if there are significant differences in their median values.
To conduct the sign test, we first calculate the differences in...
96
Associative Learning01:27

Associative Learning

285
Associative learning is a fundamental concept in behavioral psychology, wherein a connection is established between two stimuli or events, leading to a learned response. This process is critical in understanding how behaviors are acquired and modified. Conditioning, the mechanism through which associations are formed, can be divided into two main types: classical conditioning and operant conditioning, each elucidating different aspects of associative learning.
Classical conditioning, also known...
285
Observational Learning01:12

Observational Learning

123
Albert Bandura's observational learning, also known as imitation or modeling, occurs when a person observes and imitates another's behavior. It is a quicker process than operant conditioning. A well-known example is the Bobo doll study, where children who saw an adult acting aggressively towards the doll were more likely to act aggressively when left alone, compared to those who observed a nonaggressive adult. Many psychologists view observational learning as a form of latent learning...
123
Equivalent Couples01:28

Equivalent Couples

274
In mechanical engineering, the concept of equivalent couples plays a crucial role in understanding and analyzing various mechanical systems.
Two couples are considered to be equivalent if they produce the same rotational effect on a rigid body. In other words, the two couples have the same magnitude and act in the same direction, causing the same angular displacement or acceleration in the body.
For instance, consider two couples lying in the plane of the page, with one having a pair of equal...
274
Masking and Demasking Agents01:19

Masking and Demasking Agents

2.3K
EDTA titrations may necessitate masking and demasking agents to temporarily protect a particular metal ion in a mixture from the EDTA reaction. These agents facilitate the sequential analysis of the metal ions by forming stable complexes with some—but not all—metal ions during certain steps.
There are many masking agents, such as cyanide, fluoride, triethanolamine, thiourea, and 2,3-bis(sulfanyl)propan-1-ol (formerly 2,3-dimercapto-1-propanol), with the masking agent chosen based on...
2.3K
Per-Unit Sequence Models01:26

Per-Unit Sequence Models

67
An ideal Y-Y transformer, grounded through neutral impedances, displays per-unit sequence networks akin to those of a single-phase ideal transformer when subjected to balanced positive- or negative-sequence currents. These currents do not produce neutral currents, and their associated voltage drops.
Zero-sequence currents, which are identical in magnitude and phase, generate a neutral current, resulting in voltage drops across the neutral impedance and the low-voltage winding. If the...
67

您也可能阅读

相关文章

通过共同作者、期刊和引用图与本文相关的文章。

排序
Same author

Deep learning-based classification of interphalangeal finger joints in erosive hand osteoarthritis.

Osteoarthritis and cartilage open·2026
Same author

Use of computer vision to automatically identify behvaiours of healthy and disease-challenged male broiler chickens.

Avian pathology : journal of the W.V.P.A·2026
Same author

Behavioral patterns in broiler chickens monitored with a multi-view tracking system.

Poultry science·2026
Same author

Fish adapt and dynamically avoid an approaching robotic fish across repeated exposures.

Scientific reports·2026
Same author

Source-Free Model Transferability Assessment for Smart Surveillance via Randomly Initialized Networks.

Sensors (Basel, Switzerland)·2025
Same author

Effectiveness and safety of different electromagnetic stimulation therapies in treating post-stroke insomnia: A network meta-analysis of randomized controlled trials.

PloS one·2025

相关实验视频

Updated: May 30, 2025

Author Spotlight: Investigating the Impact of Emotional Prosodies on Voice Recognition and Perception
05:48

Author Spotlight: Investigating the Impact of Emotional Prosodies on Voice Recognition and Perception

Published on: August 9, 2024

1.4K

在视听监控数据中,基于嵌入的对生成用于对比表示学习.

Wei-Cheng Wang1, Sander De Coninck1, Sam Leroux1

  • 1IDLab, Ghent University-imec, Ghent, Belgium.

Frontiers in robotics and AI
|January 28, 2025
PubMed
概括
此摘要是机器生成的。

这项研究引入了一种用于智能城市监控的新自主监督学习方法,通过生成更好的对比对来克服当前模型的局限性来改进视听数据分析.

关键词:
检测异常检测异常检测视听事件本地化 视听事件本地化视听表现学习学习的学习方式相反的学习学习学习.事件搜索事件搜索事件搜索自主监督学习学习监控监督监督监督监督监督监督监督监督监督监督监督监督监督监督监督监督监督

更多相关视频

Foreign Accent and Forensic Speaker Identification in Voice Lineups: The Influence of Acoustic Features Based on Prosody
09:09

Foreign Accent and Forensic Speaker Identification in Voice Lineups: The Influence of Acoustic Features Based on Prosody

Published on: September 27, 2024

390
Generating Strictly Controlled Stimuli for Figure Recognition Experiments
05:39

Generating Strictly Controlled Stimuli for Figure Recognition Experiments

Published on: March 18, 2019

5.2K

相关实验视频

Last Updated: May 30, 2025

Author Spotlight: Investigating the Impact of Emotional Prosodies on Voice Recognition and Perception
05:48

Author Spotlight: Investigating the Impact of Emotional Prosodies on Voice Recognition and Perception

Published on: August 9, 2024

1.4K
Foreign Accent and Forensic Speaker Identification in Voice Lineups: The Influence of Acoustic Features Based on Prosody
09:09

Foreign Accent and Forensic Speaker Identification in Voice Lineups: The Influence of Acoustic Features Based on Prosody

Published on: September 27, 2024

390
Generating Strictly Controlled Stimuli for Figure Recognition Experiments
05:39

Generating Strictly Controlled Stimuli for Figure Recognition Experiments

Published on: March 18, 2019

5.2K

科学领域:

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

背景情况:

  • 智慧城市利用传感器,如麦克风和RGB摄像头,以确保公民的安全和舒适.
  • 自主监督学习,特别是对比学习,对于分析视听数据至关重要,因为注释成本很高.
  • 现有的视听对比学习方法面临着虚假负面和信息瓶的挑战.

研究的目的:

  • 为了解决智能城市监控的视听对比学习的局限性.
  • 提出一种新的方法来产生更有效的对比对.
  • 为了改善下游任务的视听表现的学习.

主要方法:

  • 开发了一种基于嵌入模式之间的距离来生成对比对的新方法,超越仅仅是时间线索.
  • 引入了多个正数的新损失函数.
  • 实验验证了对现实世界监控数据的方法.

主要成果:

  • 提出的方法有效地产生语义同步的对,缓解信息瓶.
  • 学习的表示适用于各种下游任务,如事件本地化,异常检测和事件搜索.
  • 实现了与最先进的专业方法相美的性能.

结论:

  • 这种新的对比学习方法增强了智能城市应用程序的视听表现学习.
  • 该方法有效地应对了监控数据中虚假阴性和信息瓶等挑战.
  • 学习的表示形式为多个关键智能城市监控任务提供了多功能基础.