Implementation of Naïve Bayes for Fish Freshness Identification Based on Image Processing
Consumption of fish as a food requirement for the fulfillment of community nutrition is increasing. This was followed by an increase in the amount of fish caught that were sold at fish markets.
Sabarudin Saputra +2 more
doaj +2 more sources
Fish Freshness Detection Through Artificial Intelligence Approaches: A Comprehensive Study
Fish is regarded as an important protein source in human nutrition due to its high concentration of omega-3 fatty acids In traditional global cuisine, fish holds a prominent position, with seafood restaurants, fish markets, and eateries serving as ...
Sabire Kılıçarslan +2 more
doaj +2 more sources
Fabrication of green colorimetric smart packaging based on basil seed gum/chitosan/red cabbage anthocyanin for real-time monitoring of fish freshness. [PDF]
Novel green intelligent films based on basil seed gum (BSG)/chitosan containing red cabbage extract (RCA) (0, 2.5, 5, and 10, % (v/v)) as a colorimetric indicator for food freshness detection were fabricated by casting method.
Nadi M, Razavi SMA, Shahrampour D.
europepmc +2 more sources
Rapid Assessment of Fish Freshness for Multiple Supply-Chain Nodes Using Multi-Mode Spectroscopy and Fusion-Based Artificial Intelligence. [PDF]
This study is directed towards developing a fast, non-destructive, and easy-to-use handheld multimode spectroscopic system for fish quality assessment. We apply data fusion of visible near infra-red (VIS-NIR) and short wave infra-red (SWIR) reflectance ...
Kashani Zadeh H +19 more
europepmc +2 more sources
Downregulation of Peroxidase Activity of Platinum Cube Enables Minute-Time Scale Colorimetric Signaling of Hypoxanthine for Fish Freshness Monitoring. [PDF]
Due to its unique biological composition, aquatic products, especially fish, are extremely perishable compared to other muscle products. Herein, we proposed an artificial nanozyme-based colorimetric detection of hypoxanthine (Hx), the indicator of fish ...
Ma X +10 more
europepmc +2 more sources
Multivariate Nature of Fish Freshness Evaluation by Consumers. [PDF]
The aim of the present study was to evaluate the sensory acceptability limit of refrigerated fish through a multivariate approach, involving classic physicochemical and bacteriological indicators and considering different consumer profiles.
Viana FM +9 more
europepmc +2 more sources
A Facile Strategy for Development of pH-Sensing Indicator Films Based on Red Cabbage Puree and Polyvinyl Alcohol for Monitoring Fish Freshness. [PDF]
This study aimed to develop a novel pH-sensing biopolymer film based on red cabbage puree (RCP) incorporated with polyvinyl alcohol (PVA), which was utilized for monitoring fish freshness during storage at 25 °C.
Wu H +6 more
europepmc +2 more sources
Leveraging Feature Fusion of Image Features and Laser Reflectance for Automated Fish Freshness Classification. [PDF]
Highlights What are the main findings? A novel method for three-level fish freshness classification was developed by combining single-wavelength (940 nm) laser reflectance and deep learning-based RGB image features.
Balım C, Olgun N, Çalışan M.
europepmc +2 more sources
Smart Indicator for Fish Freshness Monitoring: A Chitosan/Gelatin/Zinc Oxide Nanoparticle Composite Incorporating Pomegranate Flower Anthocyanin Extract Nanocapsules. [PDF]
This study aimed to develop a smart film for monitoring pH changes, utilizing chitosan/gelatin/nano zinc oxide (ZnO) enhanced with nanocapsules of pomegranate flower extract (PFEN).
Choubaki S +3 more
europepmc +2 more sources
Fabrication and Characterization of Intelligent Multi-Layered Biopolymer Film Incorporated with pH-Sensitive Red Cabbage Extract to Indicate Fish Freshness. [PDF]
This study aimed to fabricate an intelligent monolayer and multi-layered biodegradable films incorporated with red cabbage extract (RCE) to act as a safe and reliable freshness indicator. A film-forming solution (FFS) of gelatin, carboxymethyl cellulose (
Zam M, Niyumsut I, Osako K, Rawdkuen S.
europepmc +2 more sources

