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

Lumber Defects01:23

Lumber Defects

509
Lumber defects, which can affect both the appearance and structural integrity of wood, include a variety of growth and manufacturing flaws. Growth defects such as knots and knotholes occur where branches were once attached to the tree trunk, with knotholes forming when these knots fall out. Other natural defects include decay and insect damage, which compromise the wood's strength and durability.
Shakes are minor fractures that run along or across the wood's annual rings, while wane is...
509
RACE - Rapid Amplification of cDNA Ends02:35

RACE - Rapid Amplification of cDNA Ends

7.3K
Rapid Amplification of cDNA Ends, or RACE, is one of the most effective methods to obtain a full-length cDNA from an mRNA sequence between a known internal region to the unknown sequence at the 5’ or 3’ end. The unknown region is cloned in the cDNA by a gene-specific primer that binds the known end, and a hybrid primer that attaches a predefined anchor sequence to the unknown end of the cDNA. The sequence in between is amplified by PCR with an anchor primer and a gene-specific...
7.3K
Lewis Acids and Bases02:33

Lewis Acids and Bases

48.3K
In 1923, G. N. Lewis proposed a generalized definition of acid-base behavior in which acids and bases are identified by their ability to accept or to donate a pair of electrons and form a coordinate covalent bond.
A coordinate covalent bond (or dative bond) occurs when one of the atoms in the bond provides both bonding electrons. For example, a coordinate covalent bond occurs when a water molecule combines with a hydrogen ion to form a hydronium ion. A coordinate covalent bond also results when...
48.3K
Weak Base Solutions03:21

Weak Base Solutions

25.1K
Some compounds produce hydroxide ions when dissolved by chemically reacting with water molecules. In all cases, these compounds react only partially and so are classified as weak bases. These types of compounds are also abundant in nature and important commodities in various technologies. For example, global production of the weak base ammonia is typically well over 100 metric tons annually, being widely used as an agricultural fertilizer, a raw material for chemical synthesis of other...
25.1K
Ions as Acids and Bases02:54

Ions as Acids and Bases

26.3K
Salts with Acidic Ions
Salts are ionic compounds composed of cations and anions, either of which may be capable of undergoing an acid or base ionization reaction with water. Aqueous salt solutions, therefore, may be acidic, basic, or neutral, depending on the relative acid-base strengths of the salt’s constituent ions. For example, dissolving the ammonium chloride in water results in its dissociation, as described by the equation:
26.3K
Base Excision Repair01:54

Base Excision Repair

26.3K
One of the common DNA damages is the chemical alteration of single bases by alkylation, oxidation, or deamination. The altered bases cause mispairing and strand breakage during replication. This type of damage causes minimal change to the DNA double helix structure and can be repaired by the base excision repair (BER) pathways. BER corrects damaged DNA sequences by removing the damaged base and restoring the original base sequence using the complementary strand as a template.
The first step of...
26.3K

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

Contralateral trans-spinous base inclined approach using AUSS for two-level lumbar lateral recess and foraminal stenosis: a case report.

Frontiers in surgery·2026
Same author

Exploring the molecular link between arecoline exposure and prostate cancer-related alterations: integrative evidence from network toxicology, single-cell transcriptomics, molecular simulation, and experimental validation.

Frontiers in pharmacology·2026
Same author

Characteristics and Risk Factors of Infections among Patients with Autoimmune Bullous Diseases: A Retrospective Single-Center Study in China.

Infectious diseases & immunity·2026
Same author

High-Intensity Focused Ultrasound Versus Robot-Assisted Radical Prostatectomy for Localized Prostate Cancer: A Systematic Review and Meta-Analysis of Oncologic and Functional Outcomes.

Annals of surgical oncology·2026
Same author

The association between CT-assessed sarcopenic overweight, obesity and rupture abdominal aortic aneurysm: a cross-sectional analysis.

Frontiers in nutrition·2026
Same author

Laticifer-specific engineering of rubber biosynthesis in <i>Taraxacum kok-saghyz</i>.

Biodesign research·2026
Same journal

RETRACTED: Zhang et al. A Novel Framework for Reconstruction and Imaging of Target Scattering Centers via Wide-Angle Incidence in Radar Networks. <i>Sensors</i> 2025, <i>25</i>, 6802.

Sensors (Basel, Switzerland)·2026
Same journal

Enhancing Unsupervised Multi-Source Domain Adaptation for Person Re-Identification via Mixture of Experts and Graph-Based Relation.

Sensors (Basel, Switzerland)·2026
Same journal

Development of an Instrumented Glove for Palmar Pressure Assessment in Kayakers.

Sensors (Basel, Switzerland)·2026
Same journal

Development and Experimental Validation of an Autonomous IoT-Based Monitoring System for Real-Time Water Quality Assessment in the Amazon River.

Sensors (Basel, Switzerland)·2026
Same journal

Semi-Supervised Adversarial Learning Framework for Controller Area Network Bus Intrusion Detection.

Sensors (Basel, Switzerland)·2026
Same journal

Smart Optimization Method for Safety Signs in Innovative Manufacturing Environments Integrating Industrial Field IoT Sensors and Knowledge Graphs.

Sensors (Basel, Switzerland)·2026
查看所有相关文章

相关实验视频

Updated: Jan 29, 2026

Multi-material Ceramic-Based Components &#8211; Additive Manufacturing of Black-and-white Zirconia Components by Thermoplastic 3D-Printing (CerAM - T3DP)
08:29

Multi-material Ceramic-Based Components – Additive Manufacturing of Black-and-white Zirconia Components by Thermoplastic 3D-Printing (CerAM - T3DP)

Published on: January 7, 2019

11.8K

一种基于TC-CycleGAN的陶罕见缺陷放大方法

Zhiqiang Zeng1,2, Changying Dang2, Zebing Ma2

  • 1Engineering Training Center, Shanxi College of Technology, Shouzhou 036000, China.

Sensors (Basel, Switzerland)
|January 28, 2026
PubMed
概括
此摘要是机器生成的。

这项研究介绍了TC-CycleGAN,这是一种先进的深度学习方法,通过生成罕见缺陷的高质量合成图像来改善陶缺陷检测. 这大大提高了在陶材料中识别微妙缺陷的准确性.

关键词:
陶缺陷检测检测器 陶缺陷检测器阶级不平衡 阶级不平衡生成性的对抗性网络.图像增强 图像增强 图像增强

更多相关视频

Additive Manufacturing of Functionally Graded Ceramic Materials by Stereolithography
06:53

Additive Manufacturing of Functionally Graded Ceramic Materials by Stereolithography

Published on: January 25, 2019

15.1K
Fused Filament Fabrication FFF of Metal-Ceramic Components
08:43

Fused Filament Fabrication FFF of Metal-Ceramic Components

Published on: January 11, 2019

18.0K

相关实验视频

Last Updated: Jan 29, 2026

Multi-material Ceramic-Based Components &#8211; Additive Manufacturing of Black-and-white Zirconia Components by Thermoplastic 3D-Printing (CerAM - T3DP)
08:29

Multi-material Ceramic-Based Components – Additive Manufacturing of Black-and-white Zirconia Components by Thermoplastic 3D-Printing (CerAM - T3DP)

Published on: January 7, 2019

11.8K
Additive Manufacturing of Functionally Graded Ceramic Materials by Stereolithography
06:53

Additive Manufacturing of Functionally Graded Ceramic Materials by Stereolithography

Published on: January 25, 2019

15.1K
Fused Filament Fabrication FFF of Metal-Ceramic Components
08:43

Fused Filament Fabrication FFF of Metal-Ceramic Components

Published on: January 11, 2019

18.0K

科学领域:

  • 材料科学 材料科学 材料科学
  • 计算机视觉 计算机视觉
  • 人工智能的人工智能

背景情况:

  • 对于陶缺陷检测的深度学习面临的挑战是有限的罕见缺陷样本和类不平衡.
  • 现有的生成图像增强技术在罕见缺陷的图像质量较差的情况下扎,例如不均的亮度和不足的小缺陷特征.

研究的目的:

  • 通过使用TC-CycleGAN提出一种改进的陶罕见缺陷图像增强方法.
  • 提高产生的陶缺陷图像的质量和多样性,特别是对于罕见的缺陷类型.

主要方法:

  • 开发了TC-CycleGAN,优化了生成器 (TC-UNet与scSE和DehazeFormer) 和区分器 (TC-PatchGAN与ContraNorm).
  • 在发电机和区分器内实施了新型模块,以更好地捕捉微妙和小型的陶缺陷特征.

主要成果:

  • 产生的图像质量得到了显著改善,FID和KID得分减少了高达73%的形缺陷和63%的烟雾污点.
  • 在使用增强数据集进行培训时,对罕见缺陷的识别精度提高了1.2%的形类型和3.9%的烟斑.

结论:

  • 拟议的TC-CycleGAN方法有效地提高了增强陶缺陷图像的质量和多样性.
  • 这种增强技术大大提高了深度学习模型在检测罕见陶缺陷方面的性能.