Computer vision and machine learning for tuna and salmon meat classification

EC Medeiros, LM Almeida, JGAT Filho - Informatics, 2021 - mdpi.com
Aquatic products are popular among consumers, and their visual quality used to be detected
manually for freshness assessment. This paper presents a solution to inspect tuna and …

[HTML][HTML] A review on meat quality evaluation methods based on non-destructive computer vision and artificial intelligence technologies

Y Shi, X Wang, MS Borhan, J Young… - Food science of …, 2021 - ncbi.nlm.nih.gov
Increasing meat demand in terms of both quality and quantity in conjunction with feeding a
growing population has resulted in regulatory agencies imposing stringent guidelines on …

A nondestructive intelligent approach to real‐time evaluation of chicken meat freshness based on computer vision technique

A Taheri‐Garavand, S Fatahi… - Journal of food …, 2019 - Wiley Online Library
In this study, the capability of a procedure based on combination of computer vision (CV)
and artificial intelligence techniques examined for intelligent and nondestructive prediction …

A novel hybrid system for automatic detection of fish quality from eye and gill color characteristics using transfer learning technique

İ Akgül, V Kaya, Ö Zencir Tanır - Plos one, 2023 - journals.plos.org
Fish remains popular among the body's most essential nutrients, as it contains protein and
polyunsaturated fatty acids. It is extremely important to choose the fish consumption …

Learning techniques used in computer vision for food quality evaluation: a review

CJ Du, DW Sun - Journal of food engineering, 2006 - Elsevier
Learning techniques have been applied increasingly for food quality evaluation using
computer vision in recent years. This paper reviews recent advances in learning techniques …

Fish freshness categorization from eyes and gills color features using multi-class artificial neural network and support vector machines

HM Lalabadi, M Sadeghi, SA Mireei - Aquacultural Engineering, 2020 - Elsevier
Developing new techniques to determine fish freshness and quality can enhance nutritional
value of the overall household food basket. In this research, digital image analysis was …

Machine vision based fruit classification and grading—a review

D Chaudhari, S Waghmare - ICCCE 2021: Proceedings of the 4th …, 2022 - Springer
The appearance or external features is one of the important aspect, it impacts the
consumer's market value, desires, and choice but also, to a certain degree, its internal …

Image processing based method for identification of fish freshness using skin tissue

N Sengar, V Gupta, MK Dutta… - 2018 4th international …, 2018 - ieeexplore.ieee.org
The quality of the fish is mainly altered by different cooling methods, exporting, handling etc.
In this paper a nondestructive framework is proposed for identification of fish freshness using …

Quality measurement of cooked meats

CJ Du, A Iqbal, DW Sun - Computer vision technology for food quality …, 2016 - Elsevier
The quality of cooked meats undergoes significant changes during processing, distribution,
and storage. In fact, cooked meats are treated as a product of several different mixture …

Object classification methods

CJ Du, HJ He, DW Sun - Computer vision technology for food quality …, 2016 - Elsevier
Classification is one of the essential features for food quality evaluation using computer
vision. By applying classification, computer vision can simulate the human thinking process …