Assessing the Mass Transfer Coefficient in Jet Bioreactors with Classical Computer Vision Methods and Neural Networks Algorithms.
Irina NizovtsevaVladimir PalminIvan SimkinIlya StarodumovPavel MikushinAlexander NozikTimur HamitovSergey IvanovSergey VikharevAlexei ZinovevVladislav SvitichMatvey MogilevMargarita NikishinaSimon KraevStanislav YurchenkoTimofey MityashinDmitrii ChernushkinAnna V. KaluzhnayaFelix A. BlyakhmanPublished in: Algorithms (2023)
Keyphrases
- computer vision
- neural network
- problems in computer vision
- computer vision algorithms
- mass transfer
- benchmark datasets
- significant improvement
- computational cost
- methods outperform
- pattern recognition
- classical methods
- methods require
- learning algorithm
- machine learning methods
- three dimensional
- machine learning algorithms
- synthetic and real datasets
- artificial neural networks
- data structure
- theoretical analysis
- computationally expensive
- optimization methods
- data mining techniques
- optical flow
- computational complexity