Learning Embeddings for Image Clustering: An Empirical Study of Triplet Loss Approaches.

Kalun Ho Janis Keuper Franz-Josef Pfreundt Margret Keuper

Published in: CoRR (2020)

Keyphrases

linear predictors
image analysis
learning process
single image
image data
image collections
multiscale
high resolution
image features
k means
image segmentation
image content
unsupervised learning
learning tasks
input image
image regions
image pixels
online learning
dimensionality reduction
machine learning
learning algorithm
segmentation algorithm
medical images
segmentation method
object recognition
reinforcement learning
image processing