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

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

Exploring the nexus between perceived organizational support and professional identity among nursing professionals: a mediation-moderation mechanism.

BMC nursing·2026
Same author

The Impact of Digital Healthcare Adoption and Service Quality on Patient Satisfaction: The Moderating Role of Telehealth Services in Pakistan.

Journal of nursing management·2026
Same author

Carbapenem-resistant Enterobacterales across the UK: a nationwide study of carbapenemase testing and novel antimicrobial activity.

International journal of antimicrobial agents·2026
Same author

Adolescent Grassroots Soccer and Sports-Related Concussion: A Program for Change.

Clinical journal of sport medicine : official journal of the Canadian Academy of Sport Medicine·2026
Same author

Biofilm Disruption and Gene Expression Alteration by Phages against Multi-Drug-Resistant Pseudomonas aeruginosa<i></i>.

Canadian journal of microbiology·2026
Same author

CMHF-3DNet: A Transformer-Based Framework for Improved Brain Tumor Segmentation Across Modalities.

Academic radiology·2026
Same journal

Research on a Regional Availability Evaluation Model for Road-Area High-Entropy Energy Based on Synergy Factors.

Entropy (Basel, Switzerland)·2026
Same journal

Atmospheric Turbulence Channel Modeling and Performance Analysis of a CO-ZP-OFDM Coherent Optical Communication System for UAV Air-to-Ground Scenarios.

Entropy (Basel, Switzerland)·2026
Same journal

Information Geometry and Asymptotic Theory for SMML Estimators.

Entropy (Basel, Switzerland)·2026
Same journal

Correlation Entropy and Power-Law Kinetics.

Entropy (Basel, Switzerland)·2026
Same journal

Research on the Contagion of Systemic Financial Risk Under the Impact of Climate Risks-From the Perspective of Complex Networks and Machine Learning.

Entropy (Basel, Switzerland)·2026
Same journal

The Statistical-Mechanical Meaning of the Wave Function of Quantum Mechanics.

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

相关实验视频

Updated: Jul 24, 2025

Deep Neural Networks for Image-Based Dietary Assessment
13:19

Deep Neural Networks for Image-Based Dietary Assessment

Published on: March 13, 2021

9.2K

一种高效的监督深度哈希方法用于图像检索.

Abid Hussain1, Heng-Chao Li1, Muqadar Ali1

  • 1School of Computing and Artificial Intelligence, Southwest Jiao Tong University, Chengdu 611731, China.

Entropy (Basel, Switzerland)
|July 8, 2023
PubMed
概括
此摘要是机器生成的。

研究人员开发了一种使用卷积神经网络 (CNN) 和多个非线性投影进行高效图像检索的新深度哈希方法. 这种方法比传统的单投影哈希技术提高了准确性和灵活性.

关键词:
卷积神经网络是一种卷积神经网络.深度学习是一种深度学习.深度监督的哈希处理 (deep supervised hashing) 是一种深度监督的哈希处理.图像检索 图像检索 图像检索

更多相关视频

Author Spotlight: Efficient Image Recognition Using Directional Gradient Histogram Technique and Support Vector Machines
08:27

Author Spotlight: Efficient Image Recognition Using Directional Gradient Histogram Technique and Support Vector Machines

Published on: January 5, 2024

1.2K
Author Spotlight: Enhancement of Salient Object Detection for Smart Grid Applications
03:31

Author Spotlight: Enhancement of Salient Object Detection for Smart Grid Applications

Published on: December 15, 2023

583

相关实验视频

Last Updated: Jul 24, 2025

Deep Neural Networks for Image-Based Dietary Assessment
13:19

Deep Neural Networks for Image-Based Dietary Assessment

Published on: March 13, 2021

9.2K
Author Spotlight: Efficient Image Recognition Using Directional Gradient Histogram Technique and Support Vector Machines
08:27

Author Spotlight: Efficient Image Recognition Using Directional Gradient Histogram Technique and Support Vector Machines

Published on: January 5, 2024

1.2K
Author Spotlight: Enhancement of Salient Object Detection for Smart Grid Applications
03:31

Author Spotlight: Enhancement of Salient Object Detection for Smart Grid Applications

Published on: December 15, 2023

583

科学领域:

  • 计算机科学 计算机科学
  • 人工智能的人工智能
  • 机器学习 机器学习

背景情况:

  • 从大型数据库中高效地检索图像是一个重大挑战.
  • 当前的哈希方法通常使用单个线性投影,限制灵活性并导致优化问题.

研究的目的:

  • 引入一种基于CNN的新哈希方法,利用多个非线性投影进行增强的图像检索.
  • 开发一个端到端的深度哈希系统,以提高性能.

主要方法:

  • 一个卷积神经网络 (CNN) 架构被用于哈希.
  • 多个非线性投影被用来生成短位二进制代码.
  • 设计了一个专门的损失函数,以保持图像相似性并最大限度地减少量化错误.

主要成果:

  • 与现有的最先进的深层哈希技术相比,拟议的方法表现出更高的性能.
  • 在各种数据集上的实验证实了该方法的有效性和意义.
  • 该方法成功地保持了图像相似性,同时最大限度地减少了量子化错误.

结论:

  • 由CNN开发的基于多个非线性投影的哈希方法为大规模图像检索提供了更灵活和更有效的解决方案.
  • 拟议的系统和损失函数有助于深度哈希研究的进步.