Sparse Autoencoder for Unsupervised Nucleus Detection and Representation in Histopathology Images.
Le HouVu NguyenDimitris SamarasTahsin M. KurçYi GaoTianhao ZhaoJoel H. SaltzPublished in: CoRR (2017)
Keyphrases
- histopathology images
- object detection
- detection accuracy
- dictionary learning for sparse
- high dimensional
- automatic detection
- sparse coding
- neural network
- false positives
- image representation
- supervised learning
- data driven
- false alarms
- sparse data
- automated detection
- restricted boltzmann machine
- spatially localized
- bayesian networks
- computer vision