Novel Framework for Artificial Bubble Image Generation and Boundary Detection Using Superformula Regression and Computer Vision Techniques

Novel Framework for Artificial Bubble Image Generation and Boundary Detection Using Superformula Regression and Computer Vision Techniques

Bubble multiphase systems are crucial in industries such as biotechnology, medicine, oil and gas, and water treatment. Optical data analysis provides critical insights into bubble characteristics, such as the shape and size, complementing physical sensor data. Existing detection techniques rely on c...

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Bibliographic Details
Main Authors: Pavel Mikushin, Nickolay Martynenko, Irina Nizovtseva, Ksenia Makhaeva, Margarita Nikishina, Dmitrii Chernushkin, Sergey Lezhnin, Ilya Starodumov
Format: Article
Language:English
Published: MDPI AG 2024-12-01
Series:Mathematics
Subjects:
multiphase systems
mathematical modeling
mass transfer
computer vision
fluid dynamics
neural network
Online Access:https://www.mdpi.com/2227-7390/13/1/127
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