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

Anion-exchange fluorinated ion conductors for stable high-voltage lithium battery.

Nature communications·2026
Same author

Flavor omics approach of dried <i>Lyophyllum decastes</i> mushroom using GC-IMS, GC-O-MS, <i>E</i>-nose, <i>E</i>-tongue, and multiple factor analysis.

Food chemistry: X·2026
Same author

Characterization of Key Aroma Compounds in Pandan Kombucha Fermented With SCOBYs From Different Regions via GC-MS, E-Nose, E-Tongue, and Sensory Analysis Approach.

Journal of food science·2026
Same author

Side-Chain Engineering Enabling Ion-In-Conjugation Polymers Built-In Moisture Resistivity Detection of NO<sub>2</sub> at Room Temperature.

ACS applied materials & interfaces·2026
Same author

Microbial-Mediated Coevolution of Vanadium and Ferric Iron Minerals in Sedimentary Environments.

Environmental science & technology·2026
Same author

Exploring the Prebiotic Effects of Composite Fungal Polysaccharides From Hericium erinaceus and Lyophyllum decastes on Gut Microbiota and Metabolism.

Journal of food science·2026
Same journal

Hyperbolic Cycle Alignment for Infrared-Visible Image Fusion.

IEEE transactions on image processing : a publication of the IEEE Signal Processing Society·2026
Same journal

Learning Gaze Synthesizer via 3D-eye Controlled Diffusion and Cross-domain Feature Alignment.

IEEE transactions on image processing : a publication of the IEEE Signal Processing Society·2026
Same journal

Underlying Semantic Diffusion for Effective and Efficient In-Context Learning.

IEEE transactions on image processing : a publication of the IEEE Signal Processing Society·2026
Same journal

DiffRES: Unleashing Text-to-Image Diffusion Models for Generative Referring Expression Segmentation without Information Leakage.

IEEE transactions on image processing : a publication of the IEEE Signal Processing Society·2026
Same journal

Location Matters: Frequency-Spatial Dual Space Adaptation for Cross-Domain Few-Shot Segmentation.

IEEE transactions on image processing : a publication of the IEEE Signal Processing Society·2026
Same journal

BayeTopo: Bayesian-based Topology-guided Learning for Vascular Imaging Segmentation.

IEEE transactions on image processing : a publication of the IEEE Signal Processing Society·2026
查看所有相关文章

相关实验视频

Updated: Jul 16, 2025

Cross-Modal Multivariate Pattern Analysis
13:51

Cross-Modal Multivariate Pattern Analysis

Published on: November 9, 2011

20.0K

功能交互学习网络用于跨光谱图像补丁匹配.

Chuang Yu, Yunpeng Liu, Jinmiao Zhao

    IEEE transactions on image processing : a publication of the IEEE Signal Processing Society
    |September 13, 2023
    PubMed
    概括
    此摘要是机器生成的。

    用于跨光谱图像补丁匹配的特征关系学习通过新的双分支FIL-Net.Net得到了改进. 这个网络有效地提取更深层次的,不变的和有区别的特征,实现最先进的结果.

    更多相关视频

    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

    568
    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

    相关实验视频

    Last Updated: Jul 16, 2025

    Cross-Modal Multivariate Pattern Analysis
    13:51

    Cross-Modal Multivariate Pattern Analysis

    Published on: November 9, 2011

    20.0K
    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

    568
    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

    科学领域:

    • 计算机视觉 计算机视觉
    • 机器学习 机器学习
    • 遥感 遥感 遥感 遥感

    背景情况:

    • 现有的特征关系学习方法用于跨光谱图像补丁匹配,提取浅特征,导致特征损失或噪声.
    • 目前的多分支网络是参数重的,尽管功能提取更好.

    研究的目的:

    • 提出一个新的双分支特征交互学习网络 (FIL-Net),用于有效的跨光谱图像补丁匹配.
    • 开发一个新的功能交互学习模块,用于挖掘常用和私有功能.
    • 创建更强大的特征提取网络和多损失优化策略.

    主要方法:

    • 引入了一种新的特征交互学习想法和模块,用于挖掘跨光谱补丁之间的共同/私有特征.
    • 开发了一个双分支的残余特征提取网络,以增强特征提取能力.
    • 提出了一种多损失强约束优化策略,以实现高效,不变和歧视性特征提取.

    主要成果:

    • 菲尔网有效地挖掘共同和私有特征,提取更丰富,更深层次的特征关系与不变性和可歧视性.
    • 两个分支的残余网络显示出更强大的特征提取能力.
    • 广泛的实验证实FIL-Net在三个跨光谱图像补丁匹配场景中实现了最先进的性能.

    结论:

    • 拟议的FIL-Net为跨光谱图像补丁匹配提供了一个高效和有效的解决方案.
    • 新的特征交互学习和优化策略显著改善了特征关系提取.
    • 通过提供最先进的性能和新的基准数据集,FIL-Net在这个领域取得了进步.