Development of a deep learning-based image processing technique for bubble pattern recognition and shape reconstruction in dense bubbly flows

BubCNN: Bubble detection using Faster RCNN and shape regression network

(2020) Tim Haas et al.   CHEMICAL ENGINEERING SCIENCE

Experimental and Numerical Study of the Flow and Heat Transfer in a Bubbly Turbulent Flow in a Pipe with Sudden Expansion

(2019) Pavel Lobanov et al.   Energies

Bubble patterns recognition using neural networks: Application to the analysis of a two-phase bubbly jet

(2019) Igor Poletaev et al.   INTERNATIONAL JOURNAL OF MULTIPHASE FLOW

Image processing techniques for the measurement of two-phase bubbly pipe flows using particle image and tracking velocimetry (PIV/PTV)

(2018) R.F.L. Cerqueira et al.   CHEMICAL ENGINEERING SCIENCE

Experimental apparatus and flow instrumentation for the investigation of a quasi-real slug flows in vertical ducts

(2018) Rafael F.L. de Cerqueira et al.   EXPERIMENTAL THERMAL AND FLUID SCIENCE

Comprehensive experimental investigation of counter-current bubble column hydrodynamics: Holdup, flow regime transition, bubble size distributions and local flow properties

(2016) Giorgio Besagni et al.   CHEMICAL ENGINEERING SCIENCE

Development of a robust image processing technique for bubbly flow measurement in a narrow rectangular channel

(2016) Yucheng Fu et al.   INTERNATIONAL JOURNAL OF MULTIPHASE FLOW

An integrative image measurement technique for dense bubbly flows with a wide size distribution

(2015) Ashish Karn et al.   CHEMICAL ENGINEERING SCIENCE

Development of an image measurement technique for size distribution in dense bubbly flows

(2013) Y.M. Lau et al.   CHEMICAL ENGINEERING SCIENCE

A method for recognizing overlapping elliptical bubbles in bubble image

(2012) Wen-Hui Zhang et al.   PATTERN RECOGNITION LETTERS

High-resolution gas–oil two-phase flow visualization with a capacitance wire-mesh sensor

(2010) M.J. Da Silva et al.   FLOW MEASUREMENT AND INSTRUMENTATION

Tracking velocity of multiple bubbles in a swarm

(2010) C.A. Acuña et al.   INTERNATIONAL JOURNAL OF MINERAL PROCESSING

Planar fluorescence for round bubble imaging and its application for the study of an axisymmetric two-phase jet

(2009) Yerbol K. Akhmetbekov et al.   EXPERIMENTS IN FLUIDS