Liver Histopathological Image Retrieval Based on Deep Metric Learning.
Pengshuai YangYupeng ZhaiLin LiHairong LvJigang WangChengzhan ZhuRui JiangPublished in: BIBM (2019)
Keyphrases
- metric learning
- image retrieval
- distance metric
- feature space
- distance metric learning
- learning tasks
- semi supervised
- image database
- machine learning and pattern recognition
- pairwise
- multi task
- nearest neighbor classification
- distance function
- relevance feedback
- dimensionality reduction
- semi supervised learning
- maximum variance unfolding
- visual features
- mahalanobis metric
- computer vision
- learning environment
- image matching
- image annotation
- machine learning algorithms
- text classification
- low dimensional
- margin maximization
- data points
- domain knowledge
- feature vectors
- subject to linear constraints