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

Adverse childhood experiences and problematic gambling among young adults: a moderated serial mediation analysis.

Scientific reports·2026

Same author

Wisdom and Life Purpose as Predictors of Mental Well-Being Among Middle-Aged to Older Adults: Cross-Sectional Study.

JMIR mental health·2026

Same author

Investigation of Delamination and Cutting Force in the Drilling of AA7050-CFRP Hybrid Composite Stacks Used in Real Aerospace Applications.

Polymers·2026

Same author

Prompt engineering competence, knowledge management, and technology fit as drivers of educational sustainability through generative AI.

Scientific reports·2026

Same author

Biomimetic Anisotropy for Directional Transport of Liquid and Solid Samples.

Biomimetics (Basel, Switzerland)·2026

Same author

Hardness and Surface Roughness of 3D-Printed ASA Components Subjected to Acetone Vapor Treatment and Different Production Variables: A Multi-Estimation Work via Machine Learning and Deep Learning.

Polymers·2025

Same journal

RETRACTED: Zhang et al. A Novel Framework for Reconstruction and Imaging of Target Scattering Centers via Wide-Angle Incidence in Radar Networks. <i>Sensors</i> 2025, <i>25</i>, 6802.

Sensors (Basel, Switzerland)·2026

Same journal

Enhancing Unsupervised Multi-Source Domain Adaptation for Person Re-Identification via Mixture of Experts and Graph-Based Relation.

Sensors (Basel, Switzerland)·2026

Same journal

Development of an Instrumented Glove for Palmar Pressure Assessment in Kayakers.

Sensors (Basel, Switzerland)·2026

Same journal

Development and Experimental Validation of an Autonomous IoT-Based Monitoring System for Real-Time Water Quality Assessment in the Amazon River.

Sensors (Basel, Switzerland)·2026

Same journal

Semi-Supervised Adversarial Learning Framework for Controller Area Network Bus Intrusion Detection.

Sensors (Basel, Switzerland)·2026

Same journal

Smart Optimization Method for Safety Signs in Innovative Manufacturing Environments Integrating Industrial Field IoT Sensors and Knowledge Graphs.

Sensors (Basel, Switzerland)·2026

See all related articles

Search research articles

Related Experiment Video

Updated: Aug 15, 2025

Effect of Male Accessory Gland Products on Egg Laying in Gastropod Molluscs

Effect of Male Accessory Gland Products on Egg Laying in Gastropod Molluscs

Published on: June 22, 2014

A Multi-Flow Production Line for Sorting of Eggs Using Image Processing.

Fatih Akkoyun¹, Adem Ozcelik², Ibrahim Arpaci³

¹Department of Mechanical and Metal Technologies, Trabzon Vocational School, Karadeniz Technical University, Trabzon 61300, Turkey.

Sensors (Basel, Switzerland)

|January 8, 2023

Summary

This summary is machine-generated.

This study introduces a faster, cheaper egg classification method using image processing technology. The developed system accurately estimates egg weight in real-time on a production line.

Keywords:

computer vision egg weight estimation image processing industrial egg grading multi-flow production line

More Related Videos

Probing the Limits of Egg Recognition Using Egg Rejection Experiments Along Phenotypic Gradients

Probing the Limits of Egg Recognition Using Egg Rejection Experiments Along Phenotypic Gradients

Published on: August 22, 2018

A Standardized Approach for Multispecies Purification of Mammalian Male Germ Cells by Mechanical Tissue Dissociation and Flow Cytometry

A Standardized Approach for Multispecies Purification of Mammalian Male Germ Cells by Mechanical Tissue Dissociation and Flow Cytometry

Published on: July 12, 2017

Related Experiment Videos

Last Updated: Aug 15, 2025

Effect of Male Accessory Gland Products on Egg Laying in Gastropod Molluscs

Effect of Male Accessory Gland Products on Egg Laying in Gastropod Molluscs

Published on: June 22, 2014

Probing the Limits of Egg Recognition Using Egg Rejection Experiments Along Phenotypic Gradients

Probing the Limits of Egg Recognition Using Egg Rejection Experiments Along Phenotypic Gradients

Published on: August 22, 2018

A Standardized Approach for Multispecies Purification of Mammalian Male Germ Cells by Mechanical Tissue Dissociation and Flow Cytometry

A Standardized Approach for Multispecies Purification of Mammalian Male Germ Cells by Mechanical Tissue Dissociation and Flow Cytometry

Published on: July 12, 2017

Area of Science:

Agricultural Engineering
Computer Vision
Food Science

Background:

Traditional egg classification relies on manual methods or load cells, which can be slow and costly.
Image processing offers a promising alternative for rapid and economical data analysis in the agri-food sector.

Purpose of the Study:

To develop and evaluate an image processing system for real-time chicken egg classification.
To assess the feasibility of using visual data for accurate egg weight estimation in industrial settings.

Main Methods:

A color camera captured images of moving eggs on a motorized roller conveyor within an illumination cabinet.
An image processing approach was implemented for real-time egg classification and weight prediction.
Statistical analysis, including linear correlation, was used to validate the results.

Main Results:

The image processing system successfully classified chicken eggs in real-time on an industrial production line.
Significant correlations were found between the estimated and actual egg weights.
A high coefficient of linear correlation (R² = 0.95) was achieved, indicating strong agreement.

Conclusions:

Image processing provides a viable, efficient, and cost-effective solution for real-time egg classification.
The developed system demonstrates high accuracy in predicting egg weight, meeting industrial requirements.