Large scale tissue histopathology image classification, segmentation, and visualization via deep convolutional activation features.
Yan XuZhipeng JiaLiang-Bo WangYuqing AiFang ZhangMaode LaiEric I-Chao ChangPublished in: BMC Bioinform. (2017)
Keyphrases
- image classification
- feature extraction
- image features
- unsupervised feature learning
- image segmentation
- deep learning
- image analysis
- feature set
- medical images
- classifier training
- segmentation algorithm
- computer vision
- sparse coding
- bag of features
- class specific
- volume data
- multiscale
- object detection
- feature vectors
- feature space
- sparse representation
- data analysis
- tissue samples
- image processing