Detection of fish freshness using artificial intelligence methods

ET Yasin, IA Ozkan, M Koklu - European Food Research and Technology, 2023 - Springer
Fish is commonly acknowledged as a highly nutritious food in many regions worldwide, and
humans have been consuming fish for centuries to meet their protein and nutritional …

Current applications and future trends of artificial senses in fish freshness determination: A review

MN Madhubhashini, CP Liyanage… - Journal of Food …, 2024 - Wiley Online Library
Fish is a highly demanding food product and the determination of fish freshness is crucial as
it is a fundamental factor in fish quality. Therefore, the fishery industry has been working on …

[HTML][HTML] Combining MobileNetV1 and Depthwise Separable convolution bottleneck with Expansion for classifying the freshness of fish eyes

E Prasetyo, R Purbaningtyas, RD Adityo… - Information Processing …, 2022 - Elsevier
Abstract Image classification using Convolutional Neural Network (CNN) achieves optimal
performance with a particular strategy. MobileNet reduces the parameter number for …

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 …

Yolov4-tiny with wing convolution layer for detecting fish body part

E Prasetyo, N Suciati, C Fatichah - Computers and Electronics in …, 2022 - Elsevier
Detection of a fish's eye, tail and body is the initial process in the vision system for
determining the freshness and species of fish, as well as calculating the number of fish …

Combining slightly acidic electrolyzed water and slurry ice to prolong the shelf‐life of mackerel (Pneumatophorus japonicus)

L Liu, W Lan, T Pu, Y Zhou, J Xie - Journal of Food Processing …, 2021 - Wiley Online Library
The comprehensive effects of slightly acidic electrolyzed water and slurry ice (SAEW‐SI) on
the growth of microorganisms, physicochemical reaction, and sensory attributes of mackerel …

Yolov4-tiny and spatial pyramid pooling for detecting head and tail of fish

E Prasetyo, N Suciati, C Fatichah - … International Conference on …, 2021 - ieeexplore.ieee.org
Touchless fish freshness monitoring is an appropriate approach to avoid the destruction of
the fish due to fingering or bacterial contamination from the hands of consumers. A …

Freshness evaluation of grouper fillets by inexpensive e-Nose and spectroscopy sensors

CL Chen, YC Liao, M Fang - Microchemical Journal, 2024 - Elsevier
Estimating the freshness of fish is a crucial aspect linked to its overall quality. In our
research, a rapid freshness sensing system was designed for predicting the freshness of …

Evaluation on the effect of ice glazing with different compound additives on the quality of frozen stored (−23 °C) large yellow croaker (Pseudosciaena crocea)

Y Chu, Z Ding, D Yang, J Xie - Journal of the Science of Food …, 2023 - Wiley Online Library
BACKGROUND Compounded ice glazing has been used in large yellow croaker to improve
its quality during frozen storage. The ice glazing liquid is prepared by compound use of …

Prediction method of large yellow croaker (Larimichthys crocea) freshness based on improved residual neural network

X Wu, Z Wang, Z Wang, Q Zhang, Q Zhang… - Journal of Food …, 2024 - Springer
Conventional evaluation of fish freshness based on physiological and biochemical methods
was destructive, complicated and costly. In this study, the new model was trained on the eye …