Overlapping bubble detection and tracking method based on convolutional Neural network and Kalman Filter

Author:

Wen Daizhou,Chen Wuguang,Yin Junlian,Song Yuchen,Ren Mingjun,Wang Dezhong

Funder

Nuclear Power Institute of China

Science Technology on Reactor System Design Technology Laboratory, Nuclear Power Institute of China

Publisher

Elsevier BV

Subject

Applied Mathematics,Industrial and Manufacturing Engineering,General Chemical Engineering,General Chemistry

Reference44 articles.

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2. Development of a deep learning-based image processing technique for bubble pattern recognition and shape reconstruction in dense bubbly flows;Cerqueira;Chem. Eng. Sci.,2021

3. Experimental study on continuous spectrum bubble generator with a new overlapping bubbles image processing technique;Chen;Chem. Eng. Sci.,2022

4. Bubble Trajectory in a Bubble Column Reactor using Combined Image Processing and Artificial Neural Network;Chidambaram;Int. J. Chem. Reactor Eng.,2017

5. Study on bubble detection in multiphase flow using faster RCNNs and pixel classification networks;Chung;Trans. Korean Soc. Mech. Engineers - B,2021

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