DULoc: quantitatively unmixing protein subcellular location patterns in immunofluorescence images based on deep learning features.
Min-Qi XueXi-Liang ZhuGe WangYing-Ying XuPublished in: Bioinform. (2022)
Keyphrases
- deep learning
- image features
- unsupervised feature learning
- ground truth
- test images
- image data
- image classification
- object recognition
- input image
- protein subcellular location
- image retrieval
- spatial information
- feature vectors
- multiple images
- feature extraction
- segmentation method
- keypoints
- unsupervised learning
- feature set
- co occurrence
- feature space
- image regions
- machine learning
- region of interest
- target object
- color histogram
- mental models
- temporal sequences
- cross sections
- image processing