A review of open-source image analysis tools for mammalian cell culture: algorithms, features and implementations.
Hafizi MalikAhmad Syahrin IdrisSiti Fauziah TohaIzyan Mohd IdrisMuhammad Fauzi DaudNur Liyana AzmiPublished in: PeerJ Comput. Sci. (2023)
Keyphrases
- image analysis
- open source
- interesting features
- benchmark datasets
- theoretical analysis
- computational complexity
- learning algorithm
- software tools
- low level
- feature vectors
- feature extraction
- significant improvement
- computational cost
- data structure
- feature set
- machine learning algorithms
- case study
- feature selection algorithms
- automated image analysis
- efficient implementation
- optimization problems
- image processing
- computer vision