Computer vision technique for freshness estimation from segmented eye of fish image

A Banwari, RC Joshi, N Sengar, MK Dutta - Ecological Informatics, 2022 - Elsevier
Preserving the quality of fish is a challenging task. Several different cooling methods and
materials are used during their storage, transportation purpose. These are responsible …

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 …

Fisheye freshness detection using common deep learning algorithms and machine learning methods with a developed mobile application

MB Yildiz, ET Yasin, M Koklu - European Food Research and Technology, 2024 - Springer
Fish is commonly ingested as a source of protein and essential nutrients for humans. To fully
benefit from the proteins and substances in fish it is crucial to ensure its freshness. If fish is …

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 …

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 …

[PDF][PDF] Fish Freshness Identification Using Machine Learning: Performance Comparison of k-NN and Naïve Bayes Classifier.

A Yudhana, R Umar, S Saputra - J. Comput. Sci. Eng., 2022 - jcse.kiise.org
Fish is one of the food sources that should be examined for freshness before being
consumed. The consumption of rotten fish can cause various diseases. The rotten fish have …

Fish freshness classification method based on fish image using k-Nearest Neighbor

NMS Iswari - 2017 4th international conference on new …, 2017 - ieeexplore.ieee.org
The potential of fish production in Indonesia is very high because of the Indonesia territory
which consists of waters (sea, lake, river, and pond). However, fish consumption in the …

A low-cost imaging framework for freshness evaluation from multifocal fish tissues

M Arora, P Mangipudi, MK Dutta - Journal of Food Engineering, 2022 - Elsevier
Fish is one of the most nutritive food products whose quality gets affected along the food
supply chain from harvesting to consumption. Freshness of fish, during that time, gets …

Real-time nondestructive monitoring of Common Carp Fish freshness using robust vision-based intelligent modeling approaches

A Taheri-Garavand, S Fatahi, A Banan… - … and Electronics in …, 2019 - Elsevier
In the current research, the potential of a novel method based on the artificial neural network
was investigated to diagnose the freshness of common carp (Cyprinus carpio) during ice …

Fish freshness determination through support vector machine

LKS Tolentino, JWF Orillo, PD Aguacito… - Journal of …, 2017 - jtec.utem.edu.my
In this study, the fish freshness determination system used digital image processing to
determine the freshness quality and shelf life span of the three most consumed fish in the …