Jove
Visualize
Contact Us
JoVE
x logofacebook logolinkedin logoyoutube logo
ABOUT JoVE
OverviewLeadershipBlogJoVE Help Center
AUTHORS
Publishing ProcessEditorial BoardScope & PoliciesPeer ReviewFAQSubmit
LIBRARIANS
TestimonialsSubscriptionsAccessResourcesLibrary Advisory BoardFAQ
RESEARCH
JoVE JournalMethods CollectionsJoVE Encyclopedia of ExperimentsArchive
EDUCATION
JoVE CoreJoVE BusinessJoVE Science EducationJoVE Lab ManualFaculty Resource CenterFaculty Site
Terms & Conditions of Use
Privacy Policy
Policies

Related Concept Videos

Confocal Fluorescence Microscopy01:16

Confocal Fluorescence Microscopy

14.2K
Confocal microscopy is an advanced microscopic technique. The prime advantage of the confocal microscope over other microscopy techniques is its ability to block the out-of-focus light from the illuminated samples using pinholes. It is widely used with fluorescence optics to obtain high-resolution, sharp contrast images. Unlike optical microscopes, confocal microscopes use a focused beam of light laser to scan the entire sample surface at different z-planes. These microscopes are, therefore,...
14.2K
Light Acquisition02:16

Light Acquisition

8.6K
In order to produce glucose, plants need to capture sufficient light energy. Many modern plants have evolved leaves specialized for light acquisition. Leaves can be only millimeters in width or tens of meters wide, depending on the environment. Due to competition for sunlight, evolution has driven the evolution of increasingly larger leaves and taller plants, to avoid shading by their neighbors with contaminant elaboration of root architecture and mechanisms to transport water and nutrients.
8.6K
Infrared (IR) Spectroscopy: Overview01:09

Infrared (IR) Spectroscopy: Overview

2.3K
When electromagnetic radiation passes through a material, atoms or molecules transition from a lower to a higher energy state by absorbing radiation corresponding to the energy difference between the two states. The absorption of infrared (IR) radiation causes transitions between vibrational energy levels in a molecule. Therefore, IR spectroscopy is a useful analytical tool for determining the molecular structure of molecules.
Different compounds display unique properties due to their...
2.3K
Vision01:24

Vision

55.3K
Vision is the result of light being detected and transduced into neural signals by the retina of the eye. This information is then further analyzed and interpreted by the brain. First, light enters the front of the eye and is focused by the cornea and lens onto the retina—a thin sheet of neural tissue lining the back of the eye. Because of refraction through the convex lens of the eye, images are projected onto the retina upside-down and reversed.
55.3K
Phase Contrast and Differential Interference Contrast Microscopy01:26

Phase Contrast and Differential Interference Contrast Microscopy

9.4K
Phase-Contrast Microscopes
In-phase-contrast microscopes, interference between light directly passing through a cell and light refracted by cellular components is used to create high-contrast, high-resolution images without staining. It is the oldest and simplest type of microscope that creates an image by altering the wavelengths of light rays passing through the specimen. Altered wavelength paths are created using an annular stop in the condenser. The annular stop produces a hollow cone of...
9.4K

You might also read

Related Articles

Articles linked to this work by shared authors, journal, and citation graph.

Sort by
Same author

Integrative spatiotemporal analysis uncovers an Fto-mediated epigenetic-metabolic axis governing myocardial ischemic injury.

Cellular signalling·2026
Same author

Unraveling the immunotoxic link between deltamethrin and coronary heart disease through network toxicology, molecular simulations and in vitro validation.

Pesticide biochemistry and physiology·2026
Same author

Grazing-Induced Conservative Shift in Water-Use Strategies of Desert Plants: Trait Syndromes from Hydraulic Efficiency to Storage Safety.

Plants (Basel, Switzerland)·2026
Same author

Semantic Algorithmic Information Theory: From Kolmogorov Complexity to Semantic Equivalence.

Entropy (Basel, Switzerland)·2026
Same author

Circulating selectins as potential biomarkers for sarcopenia: a case-control study.

Frontiers in medicine·2026
Same author

A Transition Structure from Stripline to Substrate-Integrated Waveguide Based on LTCC.

Micromachines·2026

Related Experiment Video

Updated: Sep 9, 2025

Author Spotlight: An Efficient and Robust Software for Automated Fusion of Multiple Preclinical Imaging Modalities
07:13

Author Spotlight: An Efficient and Robust Software for Automated Fusion of Multiple Preclinical Imaging Modalities

Published on: October 27, 2023

1.3K

Language-Driven Cross-Attention for Visible-Infrared Image Fusion Using CLIP.

Xue Wang1, Jiatong Wu1, Pengfei Zhang1

  • 1Aerospace Information Research Institute, Chinese Academy of Sciences, Beijing 100094, China.

Sensors (Basel, Switzerland)
|August 28, 2025
PubMed
Summary

This study introduces a novel text-guided infrared and visible image fusion network. The model enhances multimodal perception for robots in challenging environments, improving navigation and environmental understanding.

Keywords:
clipcross attentionlanguage

More Related Videos

A Methodology for Capturing Joint Visual Attention Using Mobile Eye-Trackers
12:39

A Methodology for Capturing Joint Visual Attention Using Mobile Eye-Trackers

Published on: January 18, 2020

7.8K
Simultaneous Multicolor Imaging of Biological Structures with Fluorescence Photoactivation Localization Microscopy
12:51

Simultaneous Multicolor Imaging of Biological Structures with Fluorescence Photoactivation Localization Microscopy

Published on: December 9, 2013

9.0K

Related Experiment Videos

Last Updated: Sep 9, 2025

Author Spotlight: An Efficient and Robust Software for Automated Fusion of Multiple Preclinical Imaging Modalities
07:13

Author Spotlight: An Efficient and Robust Software for Automated Fusion of Multiple Preclinical Imaging Modalities

Published on: October 27, 2023

1.3K
A Methodology for Capturing Joint Visual Attention Using Mobile Eye-Trackers
12:39

A Methodology for Capturing Joint Visual Attention Using Mobile Eye-Trackers

Published on: January 18, 2020

7.8K
Simultaneous Multicolor Imaging of Biological Structures with Fluorescence Photoactivation Localization Microscopy
12:51

Simultaneous Multicolor Imaging of Biological Structures with Fluorescence Photoactivation Localization Microscopy

Published on: December 9, 2013

9.0K

Area of Science:

  • Computer Vision
  • Artificial Intelligence
  • Robotics

Background:

  • Single-modality imaging struggles in low-light or complex environments.
  • Multimodal fusion (visible and infrared) is crucial for robot perception.
  • Enhanced scene understanding aids navigation, localization, and environmental perception.

Purpose of the Study:

  • To develop a text-guided infrared and visible image fusion network.
  • To improve multimodal fusion effectiveness by integrating semantic information.
  • To generate high-quality fused images with enhanced visual detail and semantic understanding.

Main Methods:

  • A novel framework combining an image fusion branch and a text-guided module.
  • Cross-domain attention mechanism for merging multimodal features.
  • CLIP model for extracting semantic cues from text descriptions to guide fusion.

Main Results:

  • Achieved strong quantitative performance on LLVIP and TNO benchmark datasets.
  • Demonstrated robust and scalable performance in multimodal perception tasks.
  • Generated high-quality color-fused images that enrich semantic understanding.

Conclusions:

  • The proposed text-guided fusion network effectively integrates visual and linguistic information.
  • The framework offers a promising solution for real-world multimodal perception applications.
  • Enhanced fusion capabilities are critical for autonomous systems in complex environments.