Convolutional neural networks: Ensemble modeling, fine-tuning and unsupervised semantic localization for neurosurgical CLE images.
Mohammadhassan IzadyyazdanabadiEvgenii BelykhMichael MooneyNikolay MartirosyanJennifer EschbacherPeter NakajiMark C. PreulYezhou YangPublished in: J. Vis. Commun. Image Represent. (2018)
Keyphrases
- fine tuning
- image data
- image features
- image database
- three dimensional
- image analysis
- convolutional neural networks
- input image
- object recognition
- multiple classifiers
- image retrieval
- image annotation
- convolutional network
- tone mapping
- test images
- segmentation method
- image classification
- ground truth
- fine tune
- edge detection
- supervised learning
- accurate localization
- viable alternative
- localization method
- feature points
- clinical applications
- image content
- unsupervised learning
- object detection
- natural language
- training data
- similarity measure