Keras R-CNN: library for cell detection in biological images using deep neural networks.
Jane HungAllen GoodmanDeepali RavelStefanie LopesGabriel RangelOdailton A. NeryBenoit MalleretFrancois NostenMarcus V. G. LacerdaMarcelo U. FerreiraLaurent RéniaManoj DuraisinghFabio T. M. CostaMatthias MartiAnne E. CarpenterPublished in: BMC Bioinform. (2020)
Keyphrases
- neural network
- three dimensional
- image analysis
- ground truth
- image database
- image data
- image features
- image collections
- image registration
- image classification
- input image
- pattern recognition
- object recognition
- genetic algorithm
- test images
- region of interest
- artificial neural networks
- multiple images
- image annotation
- lighting conditions
- segmented images
- edge detection
- segmentation algorithm
- feature points
- similarity measure
- spatial information
- image regions
- self organizing maps
- fuzzy logic
- biological data
- cellular neural networks