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Development of Imaging System for Online Detection of Chicken Meat with Wooden Breast Condition

Seung-Chul Yoon, Brian Bowker, Hong Zhuang, Kurt C. Lawrence

2022Sensors11 citationsDOIOpen Access PDF

Abstract

In recent years, the wooden breast condition has emerged as a major meat quality defect in the poultry industry worldwide. Broiler pectoralis major muscle with the wooden breast condition is characterized by hardness upon human palpation, which can lead to decrease in meat value or even reduced consumer acceptance. The current method of wooden breast detection involves a visual and/or tactile evaluation. In this paper, we present a sideview imaging system for online detection of chicken breast fillets affected by the wooden breast condition. The system can measure a physical deformation (bending) of an individual chicken-breast fillet through high-speed imaging at about 200 frames per second and custom image processing techniques. The developed image processing algorithm shows the over 95% classification performance in detecting wooden breast fillets.

Topics & Concepts

PalpationPoultry meatChicken breastFillet (mechanics)BroilerBreast imagingImage processingBiomedical engineeringArtificial intelligenceComputer scienceMedicineFood scienceEngineeringBreast cancerRadiologyBiologyMammographyMechanical engineeringInternal medicineImage (mathematics)CancerMeat and Animal Product QualityAnimal Nutrition and PhysiologyAdvanced Chemical Sensor Technologies
Development of Imaging System for Online Detection of Chicken Meat with Wooden Breast Condition | Litcius