Image Clustering via Deep Embedded Dimensionality Reduction and Probability-Based Triplet Loss.
Yuanjie YanHongyan HaoBaile XuJian ZhaoFurao ShenPublished in: IEEE Trans. Image Process. (2020)
Keyphrases
- dimensionality reduction
- image data
- image classification
- input image
- image analysis
- image content
- image segmentation
- multiscale
- image features
- single image
- clustering method
- clustering algorithm
- image representation
- image retrieval
- principal components
- pixel values
- edge detection
- similarity measure
- feature points
- high dimensional data
- image matching
- region of interest
- high dimensionality
- pattern recognition and machine learning
- data points
- probability distribution
- segmentation algorithm
- image quality
- low dimensional
- segmentation method
- image regions
- high resolution
- test images
- k means
- linear discriminant analysis
- high dimensional
- feature space
- feature extraction
- random fields
- image processing