Bubble identification from images with machine learning methods

Faster R-CNN: Towards Real-Time Object Detection with Region Proposal Networks

Shaoqing Ren, Kaiming He, Ross Girshick et al. · IEEE Transactions on Pattern Analysis and Machine Intelligence · 2016 · 54.2K citations

Computing, Computer Science, Computer Vision +14

Mask R-CNN

Kaiming He, Georgia Gkioxari, Piotr Dollár et al. · IEEE Transactions on Pattern Analysis and Machine Intelligence · 2018 · 3.4K citations

Computing, Computer Science, Computer Vision +10

Hydrodynamic simulations of laboratory scale bubble columns fundamental studies of the Eulerian–Eulerian modelling approach

D. Pfleger, Sara C. Gomes, N. Gilbert et al. · Chemical Engineering Science · 1999 · 306 citations

Engineering, Computational Engineering, Physics +12

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

Y.M. Lau, N.G. Deen, J.A.M. Kuipers · Chemical Engineering Science · 2013 · 190 citations

Engineering, Petroleum Engineering, Computer Vision +15

BubCNN: Bubble detection using Faster RCNN and shape regression network

Tim Haas, Christian Schubert, Moritz Eickhoff et al. · Chemical Engineering Science · 2020 · 153 citations

Computing, Computer Science, Data Science +11