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

Artificial intelligence with deep learning driven entropy-curvature attention mechanism for detection and segmentation of skin lesions using biomedical images.

Scientific reports·2026
Same author

Explainable artificial intelligence with pyramid vision transformer model for multi-class malignant cell classification on cytology slides.

Scientific reports·2026
Same author

Quantum-resistant hybrid encryption framework for secure and intelligent Vehicle-to-Vehicle communication using deep representation learning models.

Scientific reports·2026
Same author

Numerical simulation of thickness-dependent carrier collection efficiency in SnSe absorber layers.

Scientific reports·2026
Same author

Ensemble deep learning with advanced feature engineering for embryo evaluation on in-vitro fertilisation procedures using biomedical images.

Scientific reports·2025
Same author

An integration of deep learning models for effective classification of human activity patterns in disabled people using gesture analysis.

Scientific reports·2025
Same journal

Therapeutic potential of crude protein extracts from two Egyptian freshwater snails Lanistes carinatus and Bellamya unicolor.

Scientific reports·2026
Same journal

Microbial contamination of donor corneas and post-keratoplasty endophthalmitis: a comparison between Japanese and U.S. eye banks using cold storage.

Scientific reports·2026
Same journal

Prevalence and contributing factors of virological non-suppression among adult patients on first-line antiretroviral therapy in tertiary hospitals in Ethiopia.

Scientific reports·2026
Same journal

An in vitro comparison of color stability between alkasite and different restorative materials in various staining solutions.

Scientific reports·2026
Same journal

Toward accessible mRNA LNP formulation: systematic evaluation of mixing strategies and key parameters.

Scientific reports·2026
Same journal

A network analysis of personality traits, mentalizing, and psychological health in Chinese college students.

Scientific reports·2026
查看所有相关文章

相关实验视频

Updated: Jan 9, 2026

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

991

使用深度学习和优化算法进行增强的行人行道对象检测,以协助残疾人.

Fadwa Alrowais1, Mona Almofarreh2, Radwa Marzouk3,4

  • 1Department of Computer Sciences, College of Computer and Information Sciences, Princess Nourah Bint Abdulrahman University, P.O. Box 84428, 11671, Riyadh, Saudi Arabia.

Scientific reports
|December 10, 2025
PubMed
概括
此摘要是机器生成的。

本研究介绍了一种用于协助残疾人 (EPWOD-POAADP) 的增强行人行道物体检测和优化算法,以改善视力受损者导航. 该方法增强了对象检测和分类,以实现更安全的行人步道.

关键词:
残疾人残疾人残疾人残疾人更快的R-CNN 在线对象检测检测对象检测对象检测步行者通行道是一个行人通行道.佩利坎优化算法的优化算法

更多相关视频

Paw-Print Analysis of Contrast-Enhanced Recordings PrAnCER: A Low-Cost, Open-Access Automated Gait Analysis System for Assessing Motor Deficits
06:25

Paw-Print Analysis of Contrast-Enhanced Recordings PrAnCER: A Low-Cost, Open-Access Automated Gait Analysis System for Assessing Motor Deficits

Published on: August 12, 2019

9.0K
Automated Rat Single-Pellet Reaching with 3-Dimensional Reconstruction of Paw and Digit Trajectories
07:52

Automated Rat Single-Pellet Reaching with 3-Dimensional Reconstruction of Paw and Digit Trajectories

Published on: July 10, 2019

14.9K

相关实验视频

Last Updated: Jan 9, 2026

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

991
Paw-Print Analysis of Contrast-Enhanced Recordings PrAnCER: A Low-Cost, Open-Access Automated Gait Analysis System for Assessing Motor Deficits
06:25

Paw-Print Analysis of Contrast-Enhanced Recordings PrAnCER: A Low-Cost, Open-Access Automated Gait Analysis System for Assessing Motor Deficits

Published on: August 12, 2019

9.0K
Automated Rat Single-Pellet Reaching with 3-Dimensional Reconstruction of Paw and Digit Trajectories
07:52

Automated Rat Single-Pellet Reaching with 3-Dimensional Reconstruction of Paw and Digit Trajectories

Published on: July 10, 2019

14.9K

科学领域:

  • 计算机科学 计算机科学
  • 人工智能的人工智能
  • 辅助技术 辅助技术 辅助技术

背景情况:

  • 对于失明者而言,行人导航带来了重大挑战.
  • 现有的辅助设备,如白棍和GPS在环境感知方面存在局限性.
  • 深度学习和机器学习显示出对视觉导航任务的前景.

研究的目的:

  • 为协助残疾人 (EPWOD-POAADP) 提出一个增强的行人行道物体检测和客优化算法.
  • 增强行人步道,以改善盲人的导航.

主要方法:

  • 使用中间波器 (MF) 进行图像预处理.
  • 使用Faster R-CNN进行对象检测,使用CapsNet进行特征提取.
  • 使用波形神经网络 (WNN) 进行检测和分类.
  • 通过Pelican优化算法 (POA) 对WNN进行超参数优化.

主要成果:

  • 在实验评估中,EPWOD-POAADP方法表现出更好的性能.
  • 该方法有效地识别和分类对导航至关重要的物体.
  • 该系统使用UCSD异常检测数据集进行了验证.

结论:

  • 拟议的EPWOD-POAADP方法为视障人士的辅助技术提供了重大进展.
  • 这种方法可以提高盲人行人的安全性和独立性.
  • 进一步的研究可以在这些发现的基础上改进导航系统.