Naomi A. Ubina
YOU?
Author Swipe
View article: Digital twin-based intelligent fish farming with Artificial Intelligence Internet of Things (AIoT)
Digital twin-based intelligent fish farming with Artificial Intelligence Internet of Things (AIoT) Open
This paper focuses on designing a Digital Twin infrastructure that supports an agile-based Artificial Intelligence Internet of Things (AIoT) system for intelligent fish farming in aquaculture. Our infrastructure includes the Internet of Th…
View article: Digital Twin Architecture Evaluation for Intelligent Fish Farm Management Using Modified Analytic Hierarchy Process
Digital Twin Architecture Evaluation for Intelligent Fish Farm Management Using Modified Analytic Hierarchy Process Open
Precision aquaculture deploys multi-mode sensors on a fish farm to collect fish and environmental data and form a big collection of datasets to pre-train data-driven prediction models to fully understand the aquaculture environment and fis…
View article: A Two-Mode Underwater Smart Sensor Object for Precision Aquaculture Based on AIoT Technology
A Two-Mode Underwater Smart Sensor Object for Precision Aquaculture Based on AIoT Technology Open
Monitoring the status of culture fish is an essential task for precision aquaculture using a smart underwater imaging device as a non-intrusive way of sensing to monitor freely swimming fish even in turbid or low-ambient-light waters. This…
View article: A Low-Cost AI Buoy System for Monitoring Water Quality at Offshore Aquaculture Cages
A Low-Cost AI Buoy System for Monitoring Water Quality at Offshore Aquaculture Cages Open
The ocean resources have been rapidly depleted in the recent decade, and the complementary role of aquaculture to food security has become more critical than ever before. Water quality is one of the key factors in determining the success o…
View article: A Review of Unmanned System Technologies with Its Application to Aquaculture Farm Monitoring and Management
A Review of Unmanned System Technologies with Its Application to Aquaculture Farm Monitoring and Management Open
This paper aims to provide an overview of the capabilities of unmanned systems to monitor and manage aquaculture farms that support precision aquaculture using the Internet of Things. The locations of aquaculture farms are diverse, which i…
View article: Intelligent Underwater Stereo Camera Design for Fish Metric Estimation Using Reliable Object Matching
Intelligent Underwater Stereo Camera Design for Fish Metric Estimation Using Reliable Object Matching Open
Precise fish metric estimation is essential in providing intelligent aquaculture farm decisions. Stereo vision has been widely used for size estimation. Still, many factors affect fish metrics accuracy using a low-cost underwater stereo ca…
View article: A Visual Aquaculture System Using a Cloud-Based Autonomous Drones
A Visual Aquaculture System Using a Cloud-Based Autonomous Drones Open
This paper presents a low-cost and cloud-based autonomous drone system to survey and monitor aquaculture sites. We incorporated artificial intelligence (AI) services using computer vision and combined various deep learning recognition mode…