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

IL-34-mediated fibroblast-like synoviocyte-macrophage crosstalk drives bone erosion in rheumatoid arthritis through RANKL-dependent osteoclastogenesis.

Frontiers in immunology·2026

Same author

Novel Macrocyclic Peptides as Potent and Selective Inhibitors of Human Neutrophil Serine Protease 4.

Journal of molecular biology·2026

Same author

High-Performance Infrared Photodetectors Based on Graphene Nanoribbon Vertical Heterojunctions via Dissociated Double-Walled Carbon Nanotubes.

Nanomaterials (Basel, Switzerland)·2026

Same author

High-Performance Top-Gate and Dual-Gate p-Type SnO Thin-Film Transistors Compatible with 350 °C Back-End-of-Line Processes.

ACS applied materials & interfaces·2026

Same author

Effects of butylated hydroxytoluene (BHT) on taste compounds in Ruditapes philippinarum: Taste evaluation and metabolic interference mechanisms.

Aquatic toxicology (Amsterdam, Netherlands)·2026

Same author

Advanced wearable electrochemical biosensors: Decoding sweat amino acids for noninvasive precision personalized health management.

Biosensors & bioelectronics·2026

Same journal

Style-Aware Contrastive Test-Time Adaptation: A Dual-Cache Model for Robust Vision-Language Alignment.

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

Same journal

Semantic Frame Interpolation.

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

Same journal

Physics-Guided Cross-Modal Decoupling with Test-Time Adaptation for Hyperspectral Image Restoration.

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

Same journal

Change-Prior-Guided Unsupervised Change Detection of Heterogeneous Remote Sensing Images.

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

Same journal

AgonicDreamer: Enhancing Multi-View Consistency in Text-to-3D Generation via Rectified Score Distillation.

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

Same journal

BiCM-Prompt: Bidirectional Cross-Modal Prompt Tuning for Class-Incremental Learning on Multisource Remote Sensing Images.

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

See all related articles

Search research articles

Related Experiment Video

Updated: Dec 13, 2025

Quantifying Intermembrane Distances with Serial Image Dilations

Quantifying Intermembrane Distances with Serial Image Dilations

Published on: September 28, 2018

LLSURE: local linear SURE-based edge-preserving image filtering.

Tianshuang Qiu¹, Aiqi Wang, Nannan Yu

¹Faculty of Electronic Information and Electrical Engineering, Dalian University of Technology, Dalian 116024, China. qiutsh@dlut.edu.cn

IEEE Transactions on Image Processing : a Publication of the IEEE Signal Processing Society

|August 28, 2012

Summary

This summary is machine-generated.

This study introduces a new image filtering method that effectively removes noise while preserving crucial edges and details. Its fast, linear-time algorithm enables real-time applications in computer vision.

More Related Videos

Detection of Architectural Distortion in Prior Mammograms via Analysis of Oriented Patterns

Detection of Architectural Distortion in Prior Mammograms via Analysis of Oriented Patterns

Published on: August 30, 2013

Lensless Fluorescent Microscopy on a Chip

Lensless Fluorescent Microscopy on a Chip

Published on: August 17, 2011

Related Experiment Videos

Last Updated: Dec 13, 2025

Quantifying Intermembrane Distances with Serial Image Dilations

Quantifying Intermembrane Distances with Serial Image Dilations

Published on: September 28, 2018

Detection of Architectural Distortion in Prior Mammograms via Analysis of Oriented Patterns

Detection of Architectural Distortion in Prior Mammograms via Analysis of Oriented Patterns

Published on: August 30, 2013

Lensless Fluorescent Microscopy on a Chip

Lensless Fluorescent Microscopy on a Chip

Published on: August 17, 2011

Area of Science:

Computer Vision
Image Processing
Signal Processing

Background:

Image noise significantly degrades visual quality and hinders subsequent analysis.
Existing edge-preserving filters often struggle with computational complexity or detail preservation.

Purpose of the Study:

To develop a novel, high-quality edge-preserving image filter.
To create a filter with efficient computational performance for real-time applications.

Main Methods:

Utilized a local linear model and Stein's unbiased risk estimate (SURE) for mean squared error estimation.
Derived a simple, explicit image filter based on the SURE principle.
Developed a fast, exact linear-time algorithm for the proposed filter.

Main Results:

The filter effectively removes noise while preserving edges and fine-scale details.
The algorithm's computational complexity is independent of kernel size, enabling real-time processing.
Demonstrated effectiveness in noise reduction, detail enhancement, HDR compression, and flash/no-flash denoising.

Conclusions:

The proposed filter offers a robust solution for noise reduction and detail preservation.
The efficient algorithm makes it suitable for real-time computer vision tasks.
The filter's versatility is shown across multiple image processing applications.