Search research articles

ABOUT JoVE

Overview Leadership Blog JoVE Help Center

AUTHORS

Publishing Process Editorial Board Scope & Policies Peer Review FAQ Submit

LIBRARIANS

Testimonials Subscriptions Access Resources Library Advisory Board FAQ

RESEARCH

JoVE Journal Methods Collections JoVE Encyclopedia of Experiments Archive

EDUCATION

JoVE Core JoVE Business JoVE Science Education JoVE Lab Manual Faculty Resource Center Faculty Site

Terms & Conditions of Use

Related Concept Videos

You might also read

Related Articles

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

Sort by

Same author

Counterfactual Diffusion Models Provide Interpretable Explanations of Artificial Intelligence Models in Pathology.

Cancer research·2026

Same author

Benefiting From OOD Samples in Open-Set Semi-Supervised Object Detection.

IEEE transactions on neural networks and learning systems·2026

Same author

Development and clinical validation of a multiplex visual POCT platform based on RT-RAA-CRISPR/Cas12a for porcine diarrheal viruses.

Synthetic and systems biotechnology·2026

Same author

Photosynthetic Characteristics of Poplar-Soybean Intercropping Systems in Response to Phenolic Acid Stress.

Plants (Basel, Switzerland)·2026

Same author

A Multitask Active Learning Framework with Probabilistic Modeling for Multi-Species Acute Toxicity Prediction.

Molecules (Basel, Switzerland)·2026

Same author

DreamFuse: Toward Realistic and Seamless Image Fusion Across Diverse Scenarios.

IEEE transactions on pattern analysis and machine intelligence·2026

Same journal

Zero-shot reconstruction of mutant spatial transcriptomes.

Patterns (New York, N.Y.)·2026

Same journal

Dendritic nonlinearities mitigate communication costs.

Patterns (New York, N.Y.)·2026

Same journal

Erratum: Agentic AI as a coordination paradigm in digital health and agri-food systems.

Patterns (New York, N.Y.)·2026

Same journal

Spacing effect improves generalization in biological and artificial systems.

Patterns (New York, N.Y.)·2026

Same journal

A multi-modal foundation model for brain disease diagnosis and medical imaging.

Patterns (New York, N.Y.)·2026

Same journal

DuoMod-Net: Logarithmic balancing and geometric refinement for imbalanced semi-supervised medical image segmentation.

Patterns (New York, N.Y.)·2026

See all related articles

Search research articles

Related Experiment Video

Updated: Jan 9, 2026

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

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

Published on: October 27, 2023

Plug-and-play computational method for advancing natural and biomedical image representation.

Haifan Gong¹, Tianyu Han², Guanbin Li³

¹Chinese University of Hong Kong, Shenzhen, China.

Patterns (New York, N.Y.)

|December 2, 2025

Summary

This summary is machine-generated.

A novel framework using hypercomplex algebras offers a non-data-driven approach to image processing. This method enhances natural and biomedical images without requiring training data for various applications.

Area of Science:

Computer Vision
Biomedical Imaging
Algebraic Methods

Background:

Deep learning dominates image processing, but often requires extensive training data.

More Related Videos

Using Computer Vision Libraries to Streamline Nuclei Quantification

Using Computer Vision Libraries to Streamline Nuclei Quantification

Published on: June 6, 2025

From Voxels to Knowledge: A Practical Guide to the Segmentation of Complex Electron Microscopy 3D-Data

From Voxels to Knowledge: A Practical Guide to the Segmentation of Complex Electron Microscopy 3D-Data

Published on: August 13, 2014

Related Experiment Videos

Last Updated: Jan 9, 2026

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

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

Published on: October 27, 2023

Using Computer Vision Libraries to Streamline Nuclei Quantification

Using Computer Vision Libraries to Streamline Nuclei Quantification

Published on: June 6, 2025

From Voxels to Knowledge: A Practical Guide to the Segmentation of Complex Electron Microscopy 3D-Data

From Voxels to Knowledge: A Practical Guide to the Segmentation of Complex Electron Microscopy 3D-Data

Published on: August 13, 2014

Representing visual information is crucial for effective image analysis.

Existing methods may struggle with specific image processing tasks or data limitations.